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SCL Group

SCL Group, operating as Laboratories, was a focused on behavioral , , and strategic communications for influencing attitudes and behaviors in political, , and commercial settings. Founded in 1993 by , the firm pioneered methodologies combining psychological profiling with targeted messaging to support clients including governments and defense organizations in operations worldwide. As the parent of , SCL extended its expertise into electoral consulting, applying data-driven psychographic targeting in campaigns such as the 2016 U.S. presidential election and the referendum. The 's practices drew controversy for ethical concerns around data acquisition from platforms like and the implications for democratic processes, culminating in regulatory investigations and the cessation of operations in 2018.

Origins and Founding

Establishment by Nigel Oakes

Strategic Communication Laboratories (SCL), the precursor to the SCL Group, was established in 1993 by in . , born in July 1962, had previously worked as an at the advertising agency , as well as in roles as a and , experiences that informed his interest in influencing public behavior through targeted messaging. Between 1989 and 1993, Oakes collaborated with psychologists on research into mass behavioral change, which laid the groundwork for SCL's approach, though he later parted ways with some partners over disagreements regarding the efficacy of subliminal techniques. The company's inception stemmed from Oakes's conviction that empirical insights from could be systematically applied to , prioritizing data-driven methods over traditional advertising. Initial operations focused on developing influence strategies for defense-related needs, such as psychological operations, rather than electoral , reflecting a foundation in behavioral for non-partisan applications like enhancing communication in zones or governmental contexts. Early setup involved self-funding and partnerships within London's strategic consulting scene, with SCL positioning itself as a for testing communication models grounded in observable human responses. This emphasis on causal mechanisms of , derived from psychological experimentation, distinguished SCL from broader firms at its outset.

Roots in Psychological Warfare and Defense

SCL Group's foundational activities emerged in the early 1990s, building on behavioral research initiatives to deliver and capabilities to clients. Nigel established the Behavioural Dynamics Institute in 1990 as a facility dedicated to applying psychological principles to , which provided the intellectual groundwork for SCL's later strategic communications efforts in defense contexts. This transition reflected a deliberate of empirical and messaging strategies, initially honed in non-military settings, to support verifiable objectives like shaping perceptions in operational theaters. By the mid-1990s, SCL had secured defense contracts from the , alongside engagements with the UK Ministry of Defence and entities, focusing on influence campaigns in conflict zones. These contracts involved evidence-based techniques, including target audience profiling and iterative testing of communications to identify causal levers for behavioral change, such as countering adversarial narratives through segmented messaging. For instance, SCL's work supported counter-terrorism efforts by leveraging data-driven insights to disrupt recruitment and foster compliance among key populations, prioritizing measurable outcomes over anecdotal claims. SCL's defense-oriented psyops emphasized causal realism, using controlled evaluations to refine interventions that stabilized operations in regions like the and during the early 2000s. Documented applications included behavioral interventions to reduce insurgent support via targeted information dissemination, with successes attributed to rigorous pre- and post-campaign assessments rather than unexamined assumptions. This approach contrasted with broader media portrayals by grounding efficacy in empirical validation, such as audience response metrics that informed adaptive strategies for .

Methodologies and Technical Approaches

Psychographic Profiling and OCEAN Model

SCL Group utilized psychographic profiling centered on the model, acronymized as —Openness to Experience, Conscientiousness, Extraversion, , and —to segment populations for behavioral prediction and influence strategies. This framework, formalized by psychologists Paul T. Costa Jr. and Robert R. McCrae in their development of the NEO Personality Inventory, draws from decades of empirical in , identifying these traits as stable, heritable dimensions correlating with attitudes, motivations, and decision-making patterns. SCL adapted the model to operationalize voter or audience stratification, inferring trait scores to anticipate responses to stimuli rather than relying solely on demographic variables. Integration of data sources enabled trait inference through statistical modeling, combining direct survey responses with indirect signals from and online behaviors, such as linguistic patterns in social media posts or "likes," which peer-reviewed studies have shown to correlate with scores at levels exceeding chance (e.g., r ≈ 0.3–0.4 for certain traits). These predictions focused on verifiable behavioral correlations, like higher linking to anxiety-driven or Extraversion to social mobilization preferences, grounded in meta-analyses confirming the model's for real-world outcomes including political participation. SCL's application emphasized , using to assign individuals to one of five primary personality clusters for messaging optimization, distinct from broader ideological or demographic buckets. In contrast to traditional polling, which descriptively gauges aggregate opinion snapshots via representative sampling, SCL's psychographic approach prioritized causal testing of tailored interventions, employing experiments to measure lift in engagement or metrics across segments. Field trials involved deploying variant messages—e.g., appeals to high-Neuroticism groups versus opportunity frames for high-Openness individuals—and quantifying differential response rates, with reported improvements in conversion over uniform campaigns supported by randomized controlled from SCL's proprietary deployments. This methodology's efficacy hinges on the model's established test-retest reliability (e.g., coefficients >0.80 over intervals) and its extension to signals, though causal claims for large-scale behavioral shifts remain subject to empirical scrutiny due to variables in observational .

Data Sourcing and Microtargeting Techniques

SCL Group's data sourcing practices centered on aggregating information from legally accessible public records, such as voter registration rolls in jurisdictions like the United States, where approximately 160 million voter records were utilized in profiling efforts. These were combined with commercial datasets purchased from third-party brokers, enabling the construction of detailed individual profiles without relying on unauthorized personal data harvesting. Prior to the GDPR's enactment on May 25, 2018, such aggregation complied with the EU Data Protection Directive 95/46/EC, which allowed processing of personal data for legitimate commercial and research purposes provided consent mechanisms or public availability criteria were met. Microtargeting techniques at SCL involved algorithmic integration of psychographic traits—assessed via the personality model—with advertising platform parameters, particularly on , to deliver customized messaging to narrow audience segments based on inferred behaviors and preferences. This method matched profile data to ad targeting options like interests and demographics, optimizing delivery for higher relevance and reported efficiency in during campaigns. Industry analyses of similar approaches have quantified benefits, including enhanced effects where microtargeted messages outperformed generic ones in shifting voter intent by measurable margins in controlled experiments. Empirical evaluations of underscore its role in boosting engagement, with field studies demonstrating increases in likelihood through tailored postal or digital outreach, contrasting claims of negligible or manipulative overreach with evidence of incremental efficacy akin to established tactics. Such techniques yielded practical returns in political operations by refining ad spend toward responsive subgroups, though outcomes varied by context and message alignment rather than guaranteeing electoral dominance.

Expansion and Operations

Military and Government Contracts

SCL Group, established in the 1990s as Strategic Communication Laboratories, secured contracts with and government entities for psychological operations and strategic messaging, primarily in support of objectives such as counter-terrorism and influence campaigns. These engagements emphasized behavioral research and training rather than partisan activities, with SCL providing expertise derived from its foundational work in defense-related . Contracts were awarded based on SCL's demonstrated capabilities in data-driven influence operations, free from evident in their initial applications. In the UK, SCL delivered specialized training to the Ministry of Defence's 15 Psychological Operations Group in 2012, incorporating a classified from ongoing operations in , . The granted SCL routine access to secret information for this purpose and subsequently praised the program, with an official stating there would be "no hesitation in inviting SCL to tender for further contracts of this nature." This approbation highlighted SCL's competence in psyops training, which was later extended through NATO programs shared with forces in Georgia, Ukraine, and Moldova following collaboration with the . Such work underscored SCL's role in enhancing military capabilities for without alignment to domestic political factions. On the US side, SCL held contracts with the State Department for target audience research aimed at countering terrorist , including a $500,000 no-bid for analytical support in behavioral influence strategies. These efforts, ongoing into the mid-2010s, built on SCL's prior consultations with US agencies on psychological operations dating back to the , including qualitative data operations in Afghan provinces like Maiwand in 2010. Client endorsements and contract renewals affirmed SCL's effectiveness in these non-partisan domains, distinguishing them from later commercial political ventures.

Entry into Political Consulting

SCL Group's transition to emerged in the mid-2000s as a logical extension of its psychological operations expertise, initially honed through defense and government contracts aimed at influencing group behaviors in conflict zones. Political campaigns in developing nations presented analogous challenges—diverse electorates, fragmented media landscapes, and the need for targeted —creating market demand for data-driven influence strategies beyond traditional . This shift capitalized on SCL's proven track record in behavioral change programs, allowing the firm to adapt military-grade techniques to civilian electoral contexts without inventing new manipulative practices, but rather applying established principles of causal influence on human . The establishment of the SCL Elections division formalized this entry, focusing on election management services that integrated psychographic insights with to enhance client outcomes in competitive races. By the , SCL Elections reported involvement in more than 100 election campaigns across over 30 countries on five continents, often in regions like , , and the where rapid demographic shifts amplified the value of micro-targeted interventions. Contracts were secured through demonstrations of efficacy from prior defense work, with political actors seeking measurable shifts in and preferences amid rising electoral volatility. This expansion reflected a broader commercialization of , where empirical methods from psyops—emphasizing testable hypotheses on attitude formation and action—translated directly to , prioritizing causal efficacy over normative concerns. While SCL's self-reported successes included client vote share improvements in various jurisdictions, such claims warrant scrutiny given limited third-party audits and the proprietary nature of . Nonetheless, the firm's growth underscored a demand for rigorous, evidence-based approaches in electoral , distinct from anecdotal or ideologically driven campaigning.

Key Subsidiaries and Leadership

Cambridge Analytica

Cambridge Analytica was formed in 2013 as SCL USA, a U.S. of the SCL Group aimed at entering the American market. In 2014, it rebranded to following an investment of around $15 million from billionaire and his family, who sought to bolster data-driven strategies for Republican campaigns. The firm positioned itself as a specialist in behavioral analytics for elections, drawing on SCL's prior expertise but tailoring operations to U.S. voter databases and regulatory environments. The company concentrated on clients, providing services to conservative candidates and organizations to counter perceived Democratic advantages in data sophistication. It claimed to compile psychological profiles using more than 5,000 points per U.S. voter, integrating , consumer , and online behaviors to enable microtargeted messaging. These models purportedly predicted voter responsiveness to specific appeals, such as fear-based ads or enthusiasm-building content, with applications tested in earlier races like Cruz's 2016 presidential primary bid. During the 2016 U.S. presidential election, Cambridge Analytica contracted with the Trump campaign for approximately $5.9 million in analytics and advertising support, focusing on battleground states. Internal documents and executive statements indicated the firm aimed to suppress Democratic turnout and mobilize low-propensity Republican voters through personalized digital ads, with self-reported metrics suggesting turnout lifts of 1-2 percentage points in targeted demographics. The approach emphasized rapid experimentation with ad variants, though subsequent reviews by data experts have debated the scale of its causal impact relative to broader campaign efforts.

Emerdata Limited and Other Affiliates

was incorporated on August 8, 2017, in as a data analytics and firm, with initial directors including SCL Group's chairman Julian Wheatland and Alexander Tayler. The entity was established by and associates amid SCL's broader operations, with an original intent to acquire and SCL Elections Ltd., consolidating staff and capabilities following 's insolvency filing in May 2018. absorbed personnel from the scandal-hit , enabling continuity of data-driven behavioral analytics expertise into a rebranded structure focused on commercial and advisory services. SCL maintained diversification through affiliates like SCL Commercial, which handled non-political applications such as defense and strategic communications contracting, distinct from election-focused entities. Post-2018, public records show limited new contracts for these arms, with SCL pursuing U.S. government opportunities in areas like policy-driven analytics rather than overt political work. Corporate registries indicate SCL's network persisted beyond the 2018 closure, with SCL Group Limited (company number 05514098) remaining active and at least 18 related UK and U.S. entities, branches, and affiliates operational as of mid-2018, including strategic and innovation subsidiaries. By , several SCL-linked companies continued filing activities, demonstrating structural resilience despite reduced visibility in high-profile sectors. This affiliate web underscores empirical continuity in SCL's operational framework, countering narratives of total by evidencing ongoing corporate viability through registry compliance and subsidiary endurance.

Board of Directors and Key Executives

founded SCL Group in 1990 and served as its CEO, drawing on his early career in advertising and behavioral research to establish the firm as a pioneer in strategic communications. , who had previously worked in and fragrance marketing, positioned SCL initially toward defense and psychological operations contracts, leveraging interdisciplinary teams that included experts in and influence tactics. Alexander Nix joined SCL around 2003 and became a , later assuming the of CEO for its political arm, SCL Elections, by 2014, with a background in financial analysis from Baring Securities in following his education at and the . Under Oakes and Nix, the board and executive team comprised professionals with expertise in defense-related psychological operations, data analytics, and strategic consulting, facilitating SCL's transition from applications to broader behavioral influence services without any prior legal disqualifications for its principals. This composition emphasized practical experience in empirical profiling and targeted communications over academic theory.

Notable Campaigns and Projects

International Election Interventions

SCL Group's early international interventions included a 2001 project in , where it conducted voter mobilization using radio and print media amid ethnic divisions, funded in part by political figures like Jack Warner to support campaigns through targeted messaging. Similar efforts occurred in Eastern European countries during the early 2000s, emphasizing behavioral influence via traditional channels to boost turnout and sway preferences, with the firm reporting wins for clients though lacking detailed public outcome data. By 2013, SCL expanded to , where its subsidiary managed President Uhuru Kenyatta's presidential campaign against , deploying strategic communications that the firm later described as having a "massive role" in securing victory with 50.07% of the vote. Kenyatta's re-election in 2017, garnering 54.17%, followed comparable involvement, serving as a proxy for reported efficacy despite no independent causal attribution. In , SCL proposed a data-intensive operation for the 2014 elections, partnering with local entities to build voter targeting systems for major parties, though actual deployment details and vote impacts remain unverified beyond company pitches. SCL's work in post-1998 Suharto resignation involved testing election influence tactics amid democratic transitions, refining approaches for subsequent polls without specified quantifiable results. Across these projects, SCL executives asserted psychographic methods could yield 5-10% vote shifts in key segments, but UK parliamentary inquiries found insufficient evidence linking interventions to decisive outcomes, attributing potential successes more to client re-elections than proven causality amid confounding variables like incumbency advantages.

U.S. Political Engagements and Claims of Success

, SCL Group's U.S. subsidiary, entered American electoral consulting during the 2016 Republican presidential primary through a contract with Senator Ted Cruz's campaign, initiated in mid-2015. The firm provided psychographic voter and micro-targeted messaging derived from data on tens of millions of users, enabling the campaign to allocate resources toward specific voter segments based on personality traits rather than demographics alone. records indicate payments exceeding $5.8 million for these services across 19 transactions, marking one of the earliest major applications of SCL's behavioral in U.S. . After Cruz suspended his campaign on May 3, 2016, Cambridge Analytica secured a role with Donald Trump's general election effort, formalized in June 2016 following advocacy from backer Robert Mercer. The Trump campaign engaged the firm for digital ad targeting and data-driven outreach in battleground states, emphasizing efficient allocation of advertising budgets to high-persuasion demographics over traditional broad-spectrum media purchases. While exact ad spending figures attributed solely to Cambridge Analytica remain disputed, the firm's involvement supported the development of thousands of message variants tested on voter panels to refine appeals, contrasting with less granular approaches by prior campaigns. Company executives, including CEO , claimed identified and influenced over 10 million persuadable voters through predictive models integrating with public records, purportedly contributing to turnout shifts in key regions. These assertions relied on internal simulations and of ads, which the firm argued optimized resource use amid Trump's underfunded digital operation relative to opponents. However, statisticians and political scientists, such as Eitan Hersh in congressional testimony, have contested such efficacy, noting that standard voter files and polling already enabled comparable targeting without psychographic overlays, and no causal demonstrates a decisive electoral impact beyond with broader dynamics. Empirical reviews of 2016 data similarly find micro-targeting's marginal gains unproven at scale, attributing outcomes more to macroeconomic factors and opponent errors than proprietary analytics.

Controversies and Criticisms

Data Harvesting Allegations

In 2014, researcher Aleksandr Kogan developed the application "thisisyourdigitallife," a personality quiz that collected from approximately 270,000 users who explicitly consented to participation for academic purposes. Through 's then-permissive , the app also accessed public profile information from the friends of those users, resulting in datasets covering up to 87 million profiles by early 2015. Kogan, via his firm Global Science Research, provided this to SCL Group's subsidiary in 2015 for use in and voter targeting, with paying around $800,000 for access. Critics, including whistleblower , alleged that the harvesting was improper because it included data from non-consenting friends whose profiles were indirectly exposed, framing it as a violation of user expectations despite the absence of direct or in app installation. later determined in 2015 that the data transfer to breached its platform on third-party use, leading to a demand for data deletion that claimed to have followed at the time. However, the method relied on 's own friend-data access features, which were openly available to developers until restrictions in 2014–2015, and no emerged of unauthorized server breaches or fabrication of forms for the initial 270,000 users. Proponents of 's practices countered that the mirrored industry standards, as numerous analytics firms routinely compiled public profiles and friend-network inferences for predictive modeling without similar scrutiny prior to the scandal's publicity. No criminal charges were pursued specifically against SCL Group or for the mechanics of the data acquisition itself, distinguishing verified policy non-compliance from unsubstantiated claims of systemic illegality. The highlighted evidentiary gaps, with much of the 87 million figure derived from Facebook's internal estimates rather than audited logs, underscoring reliance on platform self-reporting for scale assessments.

Ethical Concerns in Behavioral Influence

Critics of SCL Group's behavioral influence practices have accused the firm of unethical manipulation by deploying psychographic profiling to exploit voter psychology, particularly through its subsidiary Cambridge Analytica's work on the 2016 U.S. presidential election and Brexit referendum, where tailored messaging allegedly aimed to subvert rational decision-making and amplify divisive sentiments. Whistleblower Christopher Wylie claimed these techniques, rooted in SCL's prior military psychological operations, weaponized data to create "echo chambers" that reinforced biases and undermined democratic discourse. Such accusations, prominent in 2018 media exposés from outlets like The Guardian and Channel 4, portrayed the methods as a novel threat to electoral integrity, distinct from traditional campaigning. Academic assessments, however, have identified insufficient causal evidence linking SCL's interventions to decisive shifts in voter behavior or election results, with analyses concluding that claims of overstated the firm's efficacy amid broader campaign dynamics and amplification. Defenses from SCL executives and industry observers emphasized that the firm's approaches mirrored standard norms, involving transparent disclosure to clients and no deviation from free-market persuasion principles, where competitors routinely use data-driven targeting. Proponents, often aligned with conservative viewpoints on electoral competition, argued that democratizes information by delivering relevant policy details to receptive audiences, potentially fostering more engaged civic participation rather than . Opponents, drawing from left-leaning critiques, warned of inherent asymmetries in data access and psychological leverage, positing that such tactics exacerbate by confining voters to confirmatory narratives, though empirical studies reveal mixed outcomes: some experiments confirm modest persuasive effects from personalized appeals, while others detect limited real-world sway or even backlash against perceived . These debates underscore tensions between in voter outreach and safeguards against , with SCL's practices exemplifying broader ethical ambiguities in behavioral applied to , absent robust proof of uniquely subversive intent or impact.

Regulatory Probes Including

In May 2018, the U.S. () initiated an investigation into Cambridge Analytica's data collection practices, focusing on allegations of deceptive methods used to obtain personal information from millions of users without adequate consent or disclosure. The probe centered on Cambridge Analytica's role in harvesting data via a personality quiz app developed by researcher Aleksandr Kogan, which purportedly reached up to 87 million users, though subsequent analyses indicated the actual number affected was closer to 5.8 million in the U.S. On July 24, 2019, the filed an administrative complaint against , LLC, and related entities including SCL Elections, accusing them of misrepresenting data usage and failing to provide opt-out mechanisms, in violation of Section 5 of the FTC Act prohibiting unfair or deceptive acts. The FTC case concluded with a settlement in which Cambridge Analytica agreed to delete all collected , cease unauthorized data processing, and implement compliance programs, but without admitting or denying the allegations. No monetary penalties were imposed on Cambridge Analytica due to its insolvency proceedings, though the broader FTC scrutiny contributed to a separate $5 billion settlement with in July 2019 for related failures. Investigations found no evidence of illegal or breaches; instead, issues revolved around inadequate under then-applicable laws, with Cambridge Analytica and SCL maintaining that their practices complied with data protection standards prevailing at the time of collection in 2014-2015. In the UK, the Information Commissioner's Office (ICO) launched parallel inquiries into SCL Elections (Cambridge Analytica's parent entity) as part of a broader probe into data analytics in political campaigns, issuing an enforcement notice in July 2018 requiring compliance with data protection obligations. Following Cambridge Analytica's closure, the ICO fined SCL Elections £15,000 in January 2019 for failing to respond to a subject access request from a U.S. citizen seeking his personal data, marking the first such penalty under the Data Protection Act 1998 for non-compliance post-scandal. The ICO also fined Facebook £500,000—the maximum under pre-GDPR law—for exposing user data to unauthorized third-party access, but emphasized that violations stemmed from transparency and consent shortcomings rather than unauthorized intrusions. Regulatory findings across these probes yielded no substantiation for claims of illegal or systemic manipulation; data acquisition occurred through app-based consents deemed insufficiently informed, not breaches. Robert Mueller's investigation into 2016 U.S. interference tangentially examined Cambridge Analytica's campaign ties and data usage but ultimately made no findings linking it to or outcome-altering effects, with the report omitting any reference to the firm despite document requests. This absence underscored a lack of for behavioral influence at scale, aligning with critiques that probes prioritized procedural lapses over causal impact verification.

Executive Disqualifications and Company Responses

In September 2020, , former chief executive of and a of SCL Elections Limited—a of SCL Group—accepted a seven-year undertaking disqualifying him from acting as a company in the , effective from October 5, 2020. The UK Insolvency Service determined that Nix had permitted SCL Elections and associated entities to offer or provide client services involving unethical tactics, including , the creation and dissemination of false news, and improper incentives such as bribes, as documented in undercover footage from 2016. This action fell under Section 7 of the Company Directors Disqualification Act 1986, citing a lack of commercial probity rather than or criminal misconduct, with no criminal convictions imposed on Nix or other SCL executives. Nix did not contest the factual basis of the undertaking in agreeing to the disqualification, marking a civil administrative outcome without or admission of criminal liability. No comparable disqualifications were applied to other SCL Group executives, such as those involved in data operations or campaign management, despite broader regulatory scrutiny of the firm's practices. SCL Group leadership, including in pre-closure statements, rejected claims that operational failings or scandals directly precipitated the firm's insolvency, instead attributing the administration process to sustained scrutiny that disrupted client relationships and funding access, even as contracts persisted. The company defended its foundational behavioral and techniques as empirically grounded and efficacious, citing positive client validations from and electoral projects, while acknowledging instances of internal sales exaggeration unrelated to core methodological validity. These positions underscored a of external over inherent impropriety, with no admissions of systemic in SCL's public defenses.

Closure and Aftermath

2018 Announcement and Insolvency

On May 2, 2018, SCL Elections Ltd., the UK-based parent entity of SCL Group and , announced the immediate cessation of all operations and the initiation of insolvency proceedings in both the and the , citing unsustainable financial conditions exacerbated by the preceding misuse . The statement from SCL's leadership, including interim CEO Wheatland, emphasized that the firm had become "commercially unsustainable" due to a rapid loss of clients and revenue streams following intensified regulatory and public scrutiny. This decision directly followed Facebook's suspension of SCL Group and from its platform on March 16, , which barred the firms from advertising and data access, severely impairing their core behavioral targeting capabilities and prompting an exodus of remaining clients amid mounting legal costs. Company representatives described the shutdown as a response to a "siege of negative coverage" that deterred prospective , rather than operational prior to the events of early , with internal assessments indicating the model had sustained profitability in prior campaigns. Insolvency filings commenced shortly thereafter, with SCL USA Inc., SCL Social Ltd., and related US affiliates submitting Chapter 7 petitions in the Southern District of on May 17, 2018, disclosing liabilities estimated between $1 million and $10 million against minimal assets, and projecting no distributions to unsecured after administrative priorities. In the UK, joint administrators were appointed for SCL Elections Ltd. in May 2018 to oversee , amid creditor challenges but confirming the entity's inability to continue trading under the prevailing commercial pressures. These proceedings highlighted how external factors—platform bans, reputational damage from investigations, and client withdrawals—overwhelmed the firm's , independent of any foundational defects in its data-driven methodologies.

Persistent Networks and Long-Term Impact

Following the insolvency proceedings of SCL Group and its affiliates in 2018, successor entities such as Emerdata Limited—established in early 2018 by former SCL executives including Alexander Nix—exhibited minimal operational activity. By the early 2020s, Emerdata and related firms like Dynamo Recoveries Limited had not launched significant projects or disclosed substantial revenues, with investigations revealing a pattern of dormancy amid ongoing legal and reputational challenges from the parent company's collapse. This lack of persistence in direct networks contrasts with the diffusion of SCL's core methodologies into broader political consulting ecosystems, where data aggregation and voter segmentation tools proliferated without reliance on SCL's proprietary structures. SCL's emphasis on behavioral analytics and influenced subsequent campaign strategies, with similar data-driven approaches becoming routine in elections post-2018. Firms specializing in ground-game operations and digital advertising, such as those employed by major U.S. parties in the 2020 presidential , integrated voter based on demographic, psychographic, and behavioral signals to optimize messaging and turnout efforts. Empirical experiments from this period confirmed microtargeting's capacity to yield measurable shifts in voter persuasion, outperforming generic messaging by tailoring content to individual predispositions, though effects varied by audience segment and platform. These techniques, refined through iterative and , have since standardized across global political operations, from U.S. congressional races to international contests, without SCL maintaining any exclusive claim. The SCL-Cambridge Analytica episode amplified calls for , contributing to the momentum behind U.S. state-level reforms like the (CCPA), enacted on June 28, 2018, which granted residents rights to access, delete, and of sales amid revelations of unchecked harvesting. Yet, regulatory responses did not curtail the validated utility of targeted analytics; post-2020 analyses indicate sustained efficacy in mobilizing voters, as seen in elevated digital ad spends exceeding $1.5 billion in the U.S. election cycle, underscoring the sector's resilience and evolution beyond any single entity's influence. This diffusion highlights that while SCL's prompted scrutiny, it neither invented nor monopolized behavioral tools, which shows as incrementally effective components of multifaceted campaign architectures rather than deterministic forces.

References

  1. [1]
    Strategic Communication Laboratories Ltd - Company Profile and ...
    The Company creates, implements, and evaluates strategic communication campaigns for governments and military organizations. SCL serves customers worldwide.Missing: Group | Show results with:Group
  2. [2]
    Strategic Communication Laboratories | Devex
    SCL has developed a methodology that helps clients understand target audiences at the behavioral as well as attitudinal and socio-demographic levels.
  3. [3]
    Cambridge Analytica's Parent Company Helped Shape Saudi ...
    May 31, 2018 · The work by Cambridge's parent, a secretive defense and intelligence contractor called SCL Group, presaged the tumultuous changes that are reshaping the ...
  4. [4]
    Suspending Cambridge Analytica and SCL Group From Facebook
    Mar 16, 2018 · We are suspending Strategic Communication Laboratories (SCL), including their political data analytics firm, Cambridge Analytica, from Facebook.
  5. [5]
    SCL influence in foreign elections - Parliament UK
    Feb 18, 2019 · Our Interim Report described the relationship between SCL Elections' campaigning work and Christian Kalin, Chairman of Henley & Partners.
  6. [6]
    As Cambridge Analytica and SCL Elections shut down, SCL Group's ...
    May 4, 2018 · Tatham declared that 'SCL Defence is a completely separate company to Cambridge Analytica, who were contracted to assist the Trump campaign ...
  7. [7]
    Cambridge Analytica active in elections, big data projects for years
    Mar 22, 2018 · SCL, founded in 1993 by former Saatchi & Saatchi advertising executive Nigel Oakes, has operated at least 18 separate companies in Britain and ...
  8. [8]
    Cambridge Analytica boss went from 'aromatics' to psyops ... - Politico
    Mar 22, 2018 · While Alexander Nix draws headlines for his role in the Trump 2016 digital operation, his colorful business partner Nigel Oakes may be an ...
  9. [9]
    Life Inside S.C.L., Cambridge Analytica's Parent Company
    Mar 26, 2018 · S.C.L. was dominated by two charismatic Old Etonians: Nigel Oakes, the company's founder, who is based in Dubai; and Alexander (Bertie) Nix, ...
  10. [10]
    Long Before Cambridge Analytica, a Belief in the 'Power of the ...
    Apr 20, 2018 · An ambitious young London advertising executive named Nigel Oakes fell out with his partners, two psychologists, over a central claim of his new business.Missing: Army | Show results with:Army
  11. [11]
    Before Trump, Cambridge Analytica quietly built "psyops" for militaries
    Sep 25, 2019 · In reality, some of Cambridge Analytica's political warfare techniques had been quietly battle-tested in actual war zones, under secret military ...
  12. [12]
    Psychological Operations in Digital Political Campaigns - Frontiers
    was owned by Nigel Oakes and Alexander Oakes, who both also had shares in, and were directors of, Strategic Communications Laboratories Group/SCL Group Limited ...
  13. [13]
    [PDF] a response to misstatements in relation to cambridge analytica
    SCL Group is a UK-based military contractor that specialises in Information Operations (“IO”). SCL's clients have included the UK Ministry of Defence, US ...
  14. [14]
  15. [15]
    [PDF] Cambridge Analytica: Military Psy-Ops Privatized
    Feb 15, 2022 · Nigel and Alexander Oakes were both founders of SCL Group, linked to prominent Conservative politicians themselves, and thus should be given ...
  16. [16]
    An introduction to the five-factor model and its applications - PubMed
    The five-factor model of personality is a hierarchical organization of personality traits in terms of five basic dimensions: Extraversion, Agreeableness ...
  17. [17]
    10.7: Paul Costa and Robert McCrae and the Five-Factor Model of ...
    Dec 1, 2022 · Costa and McCrae developed the NEO Personality Inventory (or NEO-PI) to measure neuroticism, extraversion, and openness, and later they developed the Revised ...
  18. [18]
    Cambridge Analytica and micro-targeting - Parliament UK
    Jul 29, 2018 · Psychographic profiling was used to micro-target adverts at voters across five distinct personality groups. After the campaign, according to an ...
  19. [19]
    The scant science behind Cambridge Analytica's controversial ...
    Mar 29, 2018 · Nature peers into the evidence for 'psychographic targeting'. ... The practices of Cambridge Analytica, a data-analytics firm involved in US ...Missing: OCEAN | Show results with:OCEAN
  20. [20]
    [PDF] Microtargeting Voters in the 2016 U.S. Election - Independent Institute
    Was Cambridge Analytica Really. Different? DEMI FINK AND KEITH JAKEE. The 2016 U.S. presidential race was contentious, among other reasons, because ...
  21. [21]
    'I made Steve Bannon's psychological warfare tool': meet the data ...
    Mar 17, 2018 · The final slide, branded with Lukoil's logo and that of SCL Group and SCL Elections, headlines its “deliverables”: “psychographic messaging”.
  22. [22]
    Facebook may stop the data leaks, but it's too late: Cambridge ...
    Apr 9, 2018 · It will still be possible to micro-target ads based on psychometric profiling. Legal questions. Because it's the models, not the data, where ...
  23. [23]
    Quantifying the potential persuasive returns to political microtargeting
    Our microtargeting strategy produced a relatively larger persuasive impact, on average, compared to several alternative messaging strategies.Missing: uplift | Show results with:uplift
  24. [24]
    Effects of an issue-based microtargeting campaign: A small-scale ...
    The field experiment showed that receiving a microtargeted message via postal mail increased likelihood to vote for the microtargeting party.
  25. [25]
    Study: Microtargeting works, just not the way people think | MIT News
    Jun 21, 2023 · MIT researchers find targeted political ads work well, but that much-touted “microtargeted” ads, based on several voter characteristics, ...Missing: ROI metrics audits
  26. [26]
    Cambridge Analytica parent company had access to secret MoD ...
    Mar 29, 2018 · Defence ministry praised SCL for training it gave to psychological warfare group, papers show.
  27. [27]
    [PDF] Disinformation and 'fake news': Interim Report - Parliament UK
    Jul 29, 2018 · a Ministry of Defence approbation of SCL, after SCL provided psychological operations training for MOD staff, which revealed that SCL ... UK ...
  28. [28]
    MoD granted 'List X' status to Cambridge Analytica parent company
    Mar 21, 2018 · Shortly after the work with DSTL, SCL delivered training for Nato, which was subsequently passed on to Georgian, Ukrainian and Moldovan ...
  29. [29]
    Cambridge Analytica parent hired by State Department to target ...
    Jan 28, 2022 · The $500,000, no-bid contract was awarded for “target audience research” to counteract terrorist propaganda, according to documents obtained by ...Missing: psyops Balkans
  30. [30]
    Cambridge Analytica is what happens when you privatise military ...
    Mar 28, 2018 · In simple terms, the SCL Group – Cambridge Analytica's parent firm – is the psychological operations wing of our privatised military: a ...Missing: origins | Show results with:origins<|control11|><|separator|>
  31. [31]
    Mapped: The breathtaking global reach of Cambridge Analytica's ...
    More than 100 election campaigns in over 30 countries spanning five continents. That's the astounding, self-proclaimed track record of SCL Elections.
  32. [32]
    Disinformation and 'fake news': Interim Report - House of Commons
    Jul 29, 2018 · General. 206.The Committee received evidence about the role of SCL Elections, a company that Alexander Nix formed, as an offshoot of SCL Group ...
  33. [33]
    Cambridge Analytica-linked firm 'boasted of poll interference' - BBC
    Mar 25, 2018 · A brochure suggests the parent company of scandal-hit data firm Cambridge Analytica boasted of interfering in Nigeria's 2007 election - widely dismissed as ...Missing: 2000s | Show results with:2000s
  34. [34]
    Cloak and Data: The Real Story Behind Cambridge Analytica's Rise ...
    ... 5,000 data points, everything from ... And how exactly were Cambridge Analytica's psychographic techniques different from Facebook's core business model ...
  35. [35]
    What Did Cambridge Analytica Do During The 2016 Election? - NPR
    Mar 20, 2018 · Cambridge Analytica waded into American politics with the goal of giving conservatives big data tools to compete with Democrats.
  36. [36]
    3Qs: How politicians are using your data to influence your vote
    Mar 1, 2016 · ... Cambridge Analytica to develop behavior-based models of American voters. ... 5,000 data points on every U.S. voter and uses the results of ...
  37. [37]
    Leaked: Cambridge Analytica's blueprint for Trump victory
    Mar 24, 2018 · A former employee explained to the Guardian how it details the techniques used by the Trump campaign to micro-target US voters with carefully ...
  38. [38]
    Cambridge Analytica is dead – but its obscure network is alive and ...
    May 5, 2018 · Emerdata Limited was incorporated in August 2017 with SCL Group's chairman, Julian Wheatland, and SCL's chief data officer, Alexander Tayler, as ...
  39. [39]
    Cambridge Analytica Founder Says No Rebranding Under a New ...
    May 8, 2018 · Oakes said the original idea when Emerdata was founded last year was to acquire Cambridge Analytica and SCL Elections to put them under one roof ...Missing: Limited date
  40. [40]
    New firm formed by ex-Cambridge Analytica chiefs faces UK ...
    May 3, 2018 · Taylor was recently appointed director of Emerdata. Nix was appointed director in January, though his role ended in March. Julian Wheatland, ...Missing: Limited | Show results with:Limited
  41. [41]
    After working for Trump's campaign, British data firm eyes new U.S. ...
    Feb 17, 2017 · Government officials familiar with the company said that SCL just finalized a $500,000 contract with the State Department in the works ...
  42. [42]
    SCL GROUP LIMITED overview - Companies House - GOV.UK
    SCL GROUP LIMITED - Free company information from Companies House including registered office address, filing history, accounts, annual return, officers, ...
  43. [43]
    CHART: SCL and Cambridge Analytica companies in 2020
    Aug 30, 2020 · New companies with former SCL / CA People · Auspex International Ltd · Vision Esop Ltd · Questionardo Limited · Data Propria, Inc. · HuMn Behavior, ...
  44. [44]
    Cambridge Analytica boss went from 'aromatics' to psyops to ...
    Mar 22, 2018 · SCL got its start in the U.S. by selling the same psychological warfare product as it did to the British, including manipulation of elections ...Missing: Army background
  45. [45]
    Alexander Nix profile and articles at Campaign Live UK
    Alexander Nix was educated at Eton College and Manchester University. He began his career as a financial analyst with Baring Securities in Mexico and ...Missing: background engineering
  46. [46]
    Ex-FIFA Executive Jack Warner Financed “Election Engineering ...
    Dec 23, 2022 · (Which it did.) However, his involvement with the “Do So!” campaign led by SCL, the parent company of Cambridge Analytica, has never before been ...
  47. [47]
    Cambridge Analytica's Kenya election role 'must be investigated'
    Mar 20, 2018 · Cambridge Analytica say they played a massive role in the election of Kenya's President Uhuru Kenyatta, left, who beat Raila Odinga, right, last year.
  48. [48]
    Cambridge Analytica stage-managed Kenyan president's campaigns
    Mar 19, 2018 · Cambridge Analytica, the UK political consultancy at the center of Facebook's election manipulation scandal, ran the campaigns of President Uhuru Kenyatta.Missing: Group | Show results with:Group
  49. [49]
    Cambridge Analytica's parent firm proposed a massive political ...
    Mar 28, 2018 · The global reach of Cambridge Analytica (CA) and its parent company, SCL Group, ranged from Southeast Asia to the US and the UK.
  50. [50]
    From Indonesia to Thailand, Cambridge Analytica's parent ... - Quartz
    In the tumultuous months after protests and riots wracked Jakarta, bringing down Indonesian president Haji Muhammad Suharto in May 1998, a British political ...
  51. [51]
    Ted Cruz says Cambridge Analytica told his presidential campaign ...
    Mar 20, 2018 · U.S. Sen. Ted Cruz's presidential campaign relied on Cambridge Analytica for over $5.8 million in services, according to federal records.
  52. [52]
    Before Trump, Cambridge Analytica was on team Cruz - OpenSecrets
    Mar 23, 2018 · Cambridge Analytica was paid nearly $6 million over 19 transactions by Ted Cruz's presidential campaign before receiving as much as a single ...
  53. [53]
    Cambridge Analytica: how did it turn clicks into votes? - The Guardian
    May 7, 2018 · Whistleblower Christopher Wylie explains the science behind Cambridge Analytica's mission to transform surveys and Facebook data into a political messaging ...
  54. [54]
    Did Cambridge Analytica Sway the Election? - Tufts Now
    May 17, 2018 · Tufts political scientist Eitan Hersh offers a different take on the controversial firm at a Senate Judiciary Committee hearing.
  55. [55]
    Revealed: 50 million Facebook profiles harvested for Cambridge ...
    Mar 17, 2018 · ... data to SCL Elections”, a company spokesman said. SCL Elections, an affiliate, worked with Facebook over the period to ensure it was ...Missing: sourcing | Show results with:sourcing
  56. [56]
    The Facebook and Cambridge Analytica scandal, explained with a ...
    Mar 23, 2018 · The political consulting firm that did work for the Trump campaign and harvested raw data from up to 87 million Facebook profiles, is shutting down.Missing: timeline | Show results with:timeline
  57. [57]
    Facebook and Cambridge Analytica: What You Need to Know as ...
    Mar 19, 2018 · The technique had been developed at Cambridge University's Psychometrics Center. ... But Facebook prohibits this kind of data to be sold or ...<|control11|><|separator|>
  58. [58]
    Facebook-Cambridge Analytica: A timeline of the data hijacking ...
    Apr 10, 2018 · Facebook is desperately trying to mend its damaged reputation following the continued fallout of a massive data scandal.Missing: SCL | Show results with:SCL
  59. [59]
    Cambridge Analytica and Facebook: The Scandal and the Fallout ...
    Apr 4, 2018 · ... SCL Group, were in ... Lukoil was interested in the ways data was used to target American voters, according to two former company insiders.Missing: sourcing | Show results with:sourcing
  60. [60]
    'The Great Hack': Cambridge Analytica is just the tip of the iceberg
    Jul 24, 2019 · Cambridge Analytica bragged that it had up to 5000 data points on every US voter. By applying “psychographic” analytics to its dataset, it ...
  61. [61]
    Cambridge Analytica a year on: 'a lesson in institutional failure'
    Mar 17, 2019 · He's referring to the fact that Cambridge Analytica was part of a much bigger company, SCL, which had worked as a defence contractor for ...
  62. [62]
    Cambridge Analytica Whistleblower Christopher Wylie - NPR
    Oct 8, 2019 · Wylie's new book, Mindf*ck, explains how Cambridge Analytica harvested the information of tens of millions of Facebook users, then used the data to target ...Missing: ethical | Show results with:ethical
  63. [63]
    Cambridge Analytica-linked firm 'boasted of poll interference' - BBC
    Mar 25, 2018 · The company that became Cambridge Analytica boasted about interfering in foreign elections, according to documents seen by the BBC.
  64. [64]
    How the Cambridge Analytica scandal unravelled - New Statesman
    Oct 15, 2020 · The notion that the contentious British firm played a pivotal role in the Trump and Brexit votes has become ever harder to maintain. By ...Missing: impact | Show results with:impact
  65. [65]
    Online Political Advertising Regulations and Practices in the EU and ...
    Sep 5, 2025 · Recent research cautions against overstating the firm's actual impact, suggesting that many of the claims surrounding Cambridge Analytica's ...
  66. [66]
    History of the Cambridge Analytica Controversy
    Mar 16, 2023 · The Cambridge Analytica scandal exploded into the political class's consciousness five years ago this week. The idea of political persuasion ...
  67. [67]
    Political microtargeting: Towards a pragmatic approach
    Mar 24, 2023 · Social media (SoMe) has become an integrated element of most political campaigning. Politicians have acquired increasingly effective tools ...
  68. [68]
    Micro-targeting and polarization - ScienceDirect.com
    This paper connects the rise in polarization to changes in media technology, which allow for higher precision in the advertising strategy of candidates.Missing: engagement uplift
  69. [69]
    The persuasive effects of political microtargeting in the age of ... - NIH
    The increasing availability of microtargeted advertising and the accessibility of generative artificial intelligence (AI) tools, such as ChatGPT, ...Missing: ROI audits
  70. [70]
    Cambridge Analytica, LLC, In the Matter of
    The Federal Trade Commission filed an administrative complaint against data analytics company Cambridge Analytica, and filed settlements for public comment.Missing: SCL | Show results with:SCL
  71. [71]
    [PDF] Cambridge Analytica Administrative Complaint - July 24, 2019
    Jul 24, 2019 · SCL Elections was placed into liquidation on April 17, 2019. RELATED PARTIES. 4. Aleksandr Kogan (“Kogan”) is an American citizen currently ...
  72. [72]
    [PDF] 182 3106 - Federal Trade Commission
    SCL Elections entered into a Services. Agreement with Cambridge Analytica whereby SCL Elections agreed, among other things, to (a) acquire, for and on behalf of ...Missing: investigation | Show results with:investigation
  73. [73]
    [PDF] Commission Opinion
    Nov 25, 2019 · SCL Elections entered into a Services Agreement with Cambridge Analytica whereby SCL Elections agreed, among other things, to (a) acquire, for ...Missing: investigation | Show results with:investigation
  74. [74]
    FTC Imposes $5 Billion Penalty and Sweeping New Privacy ...
    Jul 24, 2019 · The $5 billion penalty against Facebook is the largest ever imposed on any company for violating consumers' privacy and almost 20 times greater ...Missing: SCL | Show results with:SCL
  75. [75]
    [PDF] Investigation into the use of data analytics in political campaigns
    Jul 11, 2018 · A key strand of our investigation surrounds the link between Cambridge. Analytica, its parent company SCL Elections Limited and Aggregate IQ and ...
  76. [76]
    Cambridge Analytica parent firm SCL Elections fined over data refusal
    Jan 10, 2019 · The case was brought by the Information Commissioner's Office (ICO), after a complaint filed by Prof David Carroll, who is a US citizen. He was ...
  77. [77]
    UK fines Facebook £500000 for failing to protect user data
    Oct 25, 2018 · Facebook has been fined £500,000 by the Information Commissioner's Office in the wake of the Cambridge Analytica scandal, after allowing ...
  78. [78]
    5 unresolved mysteries about Russian meddling in Mueller's report
    Apr 19, 2019 · Like the server activity, however, Cambridge Analytica is not mentioned at all in Mueller's report. Therefore, it is still unclear what, if ...
  79. [79]
    The intriguing leads and compelling questions buried in the Mueller ...
    Apr 26, 2019 · But the absence of any mention of Cambridge Analytica is definitely one of the most striking unknowns in the Mueller report. Following the money.
  80. [80]
    Former Cambridge Analytica chief receives seven-year directorship ...
    Sep 24, 2020 · Alexander Nix, the former boss of Cambridge Analytica, has been banned from serving as a company director for seven years over “potentially unethical” ...Missing: Group | Show results with:Group
  81. [81]
    Cambridge Analytica's former boss gets 7-year ban on being a ...
    Sep 25, 2020 · The former CEO of Cambridge Analytica, the disgraced data company that worked for the 2016 Trump campaign and shut down in 2018 over a voter ...
  82. [82]
    Former Cambridge Analytica boss banned from running companies
    Sep 24, 2020 · Former Cambridge Analytica CEO Alexander Nix has been banned from running, or serving as a director of, a limited company in the U.K. until ...
  83. [83]
    Alexander James Ashburner NIX - Disqualification Details - GOV.UK)
    Disqualified for conduct while acting for. SCL ELECTIONS LIMITED. Reason: Company Directors Disqualification Act 1986 (Section 7): Disqualification order or ...Missing: Group | Show results with:Group
  84. [84]
    Oral evidence - Fake news - 6 Jun 2018 - UK Parliament Committees
    Jun 6, 2018 · Q3204 Chair: Could you say when was the last time that staff members at SCL or Cambridge Analytica were paid? Alexander Nix: I can't speak to ...
  85. [85]
    Cambridge Analytica, parent company SCL shutting down after ...
    May 2, 2018 · SCL Elections Ltd. announced on Wednesday that it was filing for insolvency in Britain and the United States and closing all of its operations, ...
  86. [86]
    Cambridge Analytica Is Shutting Down After Facebook Data ... - NPR
    May 2, 2018 · SCL Elections Ltd., Cambridge Analytica's U.K.-based parent firm, said the company had begun the process of filing for bankruptcy for Cambridge ...
  87. [87]
    Cambridge Analytica of Facebook controversy to shut - Al Jazeera
    May 3, 2018 · Cambridge Analytica and its parent company SCL Group, both at the centre of the Facebook user data scandal, announced it was closing down.
  88. [88]
    Cambridge Analytica to close down after Facebook data scandal
    May 2, 2018 · Cambridge Analytica and its parent company SCL are shutting down, citing a “siege of media coverage” that drove away its customers.
  89. [89]
    Cambridge Analytica files for bankruptcy amidst “siege” of negative ...
    May 18, 2018 · That document reveals the company has between $1 and $10 million in debt with very little assets. On May 2, SCL Elections Ltd. and its other ...
  90. [90]
    Cambridge Analytica and British parent shut down after Facebook ...
    May 8, 2018 · The company will begin bankruptcy proceedings, it said, after losing clients and facing mounting legal fees resulting from the scandal over ...Missing: exodus | Show results with:exodus
  91. [91]
    You're toxic, I'm slippin' under: SCL, Cambridge Analytica file for US ...
    May 18, 2018 · The US branches of Cambridge Analytica and its parent firm SCL have filed for bankruptcy as execs inch closer to ridding themselves of the ...
  92. [92]
    Cambridge Analytica: Joint Administrators appointed as Liquidators ...
    Cambridge Analytica: Joint Administrators appointed as Liquidators notwithstanding creditor opposition. In May 2018, Messrs Green and Newman were appointed as ...Missing: announcement | Show results with:announcement
  93. [93]
    Cambridge Analytica Files U.S. Bankruptcy After Data Scandal
    May 18, 2018 · The Chapter 7 petition to liquidate U.S. affiliates -- including SCL Elections Ltd., and SCL USA Inc. and SCL Social Ltd.Missing: insolvency debts
  94. [94]
    Cambridge Analytica files for bankruptcy in U.S. following Facebook ...
    May 18, 2018 · Cambridge Analytica and its British parent SCL Elections Ltd said earlier this month that they would shut down immediately and begin bankruptcy ...Missing: debts | Show results with:debts
  95. [95]
    The Afterlife of Cambridge Analytica - Open Source Investigations
    Oct 4, 2023 · An investigation published in June 2022 by NewsTRACS found that the companies that have emerged and SCL Group are Emerdata Limited and Dynamo ...Missing: inactivity | Show results with:inactivity
  96. [96]
    Cambridge Analytica Update: Emerdata and Dynamo Recoveries
    Sep 6, 2022 · The companies that have most recently emerged from Cambridge Analytica and SCL Group are Emerdata Limited and Dynamo Recoveries Limited.Missing: inactivity | Show results with:inactivity
  97. [97]
    The digital commercialisation of US politics — 2020 and beyond
    Nov 6, 2019 · This paper examines the digital strategies and technologies of today's political campaigns, explaining how they will be deployed in the upcoming 2020 election ...<|separator|>
  98. [98]
    How Cambridge Analytica Sparked the Great Privacy Awakening
    Mar 17, 2019 · Repercussions from the scandal swirling around the data analytics firm continue to be felt across the tech industry.