Fact-checked by Grok 2 weeks ago

Smarsh


Smarsh Inc. is a multinational software-as-a-service () company specializing in digital communications governance, archiving, and supervision solutions for regulated industries. Headquartered in , with offices worldwide, Smarsh provides cloud-based platforms that enable organizations to capture, store, monitor, and analyze electronic communications across more than 80 channels to manage compliance risks and regulatory requirements. Founded in 2001 by Stephen Marsh, the company initially focused on archiving for broker-dealers amid post-Enron regulatory scrutiny, evolving to address broader digital communication needs in finance and other sectors. Smarsh has grown into a leader in enterprise information archiving, serving thousands of clients and processing vast volumes of data to support e-discovery, , and recordkeeping obligations. Its platform integrates advanced analytics and to transform compliance oversight into actionable insights, helping firms navigate complex regulations like SEC Rule 17a-4. The company has demonstrated sustained business success, achieving 114% three-year revenue growth and securing a spot on the Inc. 5000 list of fastest-growing private companies for the 18th consecutive year in 2025. Additionally, Smarsh has been recognized as a 2025 , reflecting strong employee satisfaction and operational excellence. With reported annual revenue exceeding $186 million and a base in the millions, Smarsh continues to innovate in AI-driven tools amid rising demands for digital oversight in .

Overview

Founding and Core Mission


Smarsh was founded in 2001 by Stephen Marsh in , initially focusing on archiving solutions to address the growing regulatory demands for retaining and supervising electronic communications in regulated industries such as . The establishment of Smarsh came amid heightened scrutiny following corporate scandals like , which prompted regulations such as the Sarbanes-Oxley Act of 2002, emphasizing the need for defensible . Under Marsh's leadership, the company positioned itself as a pioneer in cloud-based archiving, enabling firms to capture and store vast volumes of data while mitigating compliance risks. The core mission of Smarsh has centered on empowering organizations to manage the risks associated with communications by providing scalable capture, archiving, and tools tailored for compliance-heavy sectors. This involves transforming raw communications data—initially emails, later expanding to over 100 channels including , , and voice—into actionable intelligence for risk detection and regulatory adherence. Smarsh's approach prioritizes in , such as early adoption of and , to balance business productivity with stringent oversight requirements from bodies like the and FINRA, without compromising on or accessibility.

Business Model and Target Markets

Smarsh operates on a model, delivering cloud-based solutions for capturing, archiving, supervising, and analyzing electronic communications to ensure . Revenue is primarily generated through subscription fees, which provide access to the platform's core features, including , search capabilities, and AI-driven risk detection, with flexible options such as annual services plans for and training. This model supports scalable deployment across enterprise environments, enabling clients to avoid on-premises infrastructure costs while meeting evolving regulatory demands like those from the and FINRA. The company's primary target markets center on highly regulated industries where communications surveillance is mandated to mitigate risks such as , , and non-compliance penalties. Financial services firms constitute the largest segment, accounting for approximately 56% of Smarsh's customer base, encompassing banks, brokerage firms, and registered advisors (RIAs). (7%) and (6%) follow as key verticals, with solutions tailored to handle multichannel data from emails, chats, , and voice communications across more than 80 channels. Smarsh serves a global clientele, including top-tier institutions in , , and , extending to other sectors like legal and healthcare that require robust e-discovery and cybersecurity . Client demographics include organizations of varying sizes, from small firms with 1-10 employees and $1M-10M in revenue to large enterprises, though the platform's enterprise-grade features—such as /ML-powered transcription and multilingual processing—primarily appeal to mid-to-large regulated entities managing high volumes of sensitive data. In , Smarsh reported $186.4 million in revenue, reflecting strong adoption driven by regulatory pressures and the shift to digital communications in these markets.

Historical Development

Early Years and Initial Products

Smarsh was founded in 2001 by Stephen Marsh in , amid increasing regulatory scrutiny on electronic communications retention following events like the and the subsequent Sarbanes-Oxley Act of 2002. The company emerged to address the compliance challenges faced by financial services firms, which required secure, tamper-proof storage of business emails to satisfy rules from bodies such as the U.S. Securities and Exchange Commission (SEC) and (FINRA). The initial product offering centered on a hosted email archiving solution, providing outsourced capture, indexing, and retrieval capabilities via a cloud-based . This service enabled regulated entities to automate journaling from systems like Exchange, ensuring immutable records for audits, e-discovery, and supervision without the need for costly on-premises infrastructure. Early adoption focused on s and registered investment advisers, with Smarsh securing its 100th client for archiving within the company's formative period. By the mid-2000s, the platform had expanded modestly to include basic search and export functionalities tailored for reviews, distinguishing Smarsh from legacy tape-based or manual retention methods. This foundational email-centric approach laid the groundwork for scalable , as evidenced by the addition of the 250th email archiving customer, reflecting steady growth in the sector's demand for defensible records retention.

Expansion Through the 2010s

In the early 2010s, Smarsh capitalized on heightened regulatory scrutiny following the , particularly requirements from bodies like the and FINRA for comprehensive archiving of electronic communications, which fueled demand for its solutions among financial institutions. The company achieved consistent revenue growth, ranking on the Inc. 5000 list of fastest-growing private companies for 12 consecutive years by 2019, with a reported 193% three-year growth rate from 2015 to 2018. This period also saw Smarsh earn spots on Deloitte's Technology Fast 500, including 455th place in 2019 based on the same 193% growth metric, building on prior appearances from 2009 to 2014. By 2014, Smarsh had expanded its operational footprint and through investments in , product enhancements, and presence, solidifying its leadership in and archiving for . The firm also broadened its capabilities to address emerging channels like and , responding to evolving regulations that mandated retention of non-email communications. In December 2016, Smarsh acquired a mobile communication archiving provider, integrating patented to strengthen support for secure capture. A pivotal development occurred in November 2017 when K1 Investment Management, Smarsh's owner, announced a merger with Actiance—a specialist in communications compliance and —to form a combined entity targeting $100 million in annual recurring revenue. The merger closed on September 26, 2018, unifying operations under the Smarsh brand and expanding its portfolio to include advanced supervision and tools, which enhanced scalability for clients. These moves, alongside ongoing recognitions such as 10 appearances on the Business Journal's Fastest Growing Companies list by 2019 (ranked 41st that year with strong 2016-2018 performance), underscored Smarsh's trajectory toward broader market dominance in RegTech.

Acquisitions and Strategic Growth

Smarsh has expanded its compliance and archiving platform through targeted acquisitions that integrate advanced technologies in areas such as mobile communications, voice recording, , and cybersecurity risk management. These moves, totaling at least six since 2015, have addressed evolving regulatory demands for capturing diverse communication channels, including those amplified by hybrid work and . In August 2017, Smarsh acquired Cognia, a London-based provider specializing in voice archiving that captures content directly from mobile carriers, enhancing compliance for regulations like MiFID II. The September 2018 merger with Actiance combined complementary strengths in communications compliance and analytics, forming a unified platform under the Smarsh brand and solidifying its position as a global leader in archiving. In May 2020, the acquisition of Entreda added cybersecurity risk and compliance software tailored for the sector. This was followed in November 2020 by the purchase of Digital Reasoning, incorporating and for advanced and risk detection in communications data. Subsequent deals further broadened channel coverage: In February 2022, Smarsh acquired the Digital Safe product line from , integrating robust enterprise archiving tools to support global needs. The acquisition of TeleMessage, initially announced in 2022 and completed on February 20, 2024, strengthened mobile messaging and voice capture for workforces, enabling end-to-end from ingestion to . Most recently, on February 4, 2025, Smarsh acquired CallCabinet, a cloud-native call recording specialist, to infuse AI-driven and precise voice into its offerings. Beyond acquisitions, Smarsh has pursued organic strategic growth via geographic expansion, operational investments, and key partnerships. In August 2024, the company established a in Costa Rica's Ultra Park technology hub to bolster support for Latin American customers and enhance global service delivery. It has also deepened client relationships, such as the 2025 expansion with Jefferies—a 15-year partner—adopting Smarsh's full communications surveillance suite across regions. Backed by from Investment Management, Smarsh reported a three-year revenue growth rate of 114% from 2021 to 2024, reflecting sustained demand in regulated industries.

Products and Services

Archiving and Capture Capabilities

Smarsh's archiving and capture solutions center on the Enterprise Archive platform, which captures electronic communications in their native format, preserving , threading, and context such as edits, deletes, replies, emojis, and attachments. The platform supports ingestion from over 80 communication channels, including , social media platforms like , X (formerly Twitter), and , mobile and , , collaboration tools such as (with voice capture launched in July 2020), websites, and voice communications. Custom channels can be accommodated via APIs for tailored capture needs. Captured data is stored in immutable, cloud-native repositories with both in transit and at rest, ensuring tamper-proof retention and stringent access controls. Retention policies are customizable to align with regulatory requirements, such as those from FINRA, , GDPR, and MiFID II, while supporting flexible deployment models including multi-tenant, single-tenant, on-premise, or hybrid cloud setups. The system handles at scale, managing approximately 25% of global communications volume as of recent reports. Search and retrieval capabilities leverage AI for rapid querying, delivering results in under one second and enabling exports of over one million items per minute, which facilitates e-discovery, , and . Integration with Smarsh's tools allows seamless oversight, , and policy enforcement directly from the , reducing operational silos in workflows. These features prioritize regulatory adherence and over convenience, with all content indexed for forensic-level recoverability.

Supervision and Analytics Tools

Smarsh's supervision tools facilitate the review of archived communications to identify potential risks and . The Smarsh Supervision App enables teams to establish tailored review criteria, such as keyword searches, , and behavioral patterns, while restricting reviewer access to pertinent data only and automating routing workflows for efficient . These features support regulatory requirements from bodies like the and FINRA by streamlining manual oversight processes across , , and social channels. Analytics capabilities integrate and to enhance beyond traditional rule-based methods. Smarsh AI Insights employs to detect anomalies, such as indicators or manipulative language, across over 80 communication channels, providing proactive risk alerts and reducing false positives through contextual understanding. Enterprise Conduct extends this with advanced conduct , incorporating audio transcription and voice for calls and video, enabling deeper behavioral insights via in tone, duration, and content. Recent innovations include an AI Assistant for , introduced in 2025, which delivers contextual summaries to accelerate investigations, and the Smarsh , designed to mimic expert analysts by prioritizing high-risk communications for human review. These tools leverage models trained on vast datasets to improve accuracy in multi-jurisdictional , though efficacy depends on and model as noted in industry analyses. Overall, Smarsh positions its analytics as scalable for use, integrating with the broader platform to unify across global operations.

Technological Innovations

AI and Machine Learning Applications

Smarsh integrates (AI) and (ML) primarily into its , archiving, and detection tools to enhance efficiency and accuracy in communications for regulated industries. In September 2024, the company launched an AI-powered as an add-on to its Smarsh Conduct , designed to automate the and prioritization of alerts by analyzing historical patterns and human reviewer feedback using large language models. This agent reportedly reduces manual review volume by up to 70% while improving detection, enabling teams to focus on high-priority issues across global operations. In March 2025, Smarsh introduced the AI Assistant, targeted at small and medium-sized firms, which functions as an automated compliance review tool by summarizing communications, flagging potential risks such as policy violations, and minimizing false positives through contextual analysis of elements like disclaimers and newsletters. The assistant integrates with existing workflows to provide real-time insights, supporting faster decision-making without replacing human oversight. Building on its 2020 acquisition of Digital Reasoning, a specialist in AI and ML for , Smarsh has incorporated advanced to enhance supervision of in channels like and messaging. For archiving and analytics, Smarsh employs ML-driven transcription and scenario-based risk modeling within its Enterprise Platform, allowing firms to apply custom policies to captured data more agilely and surface risks through . In 2024, updates to its risk detection catalog integrated across Archive, Conduct, and modules to refine generation and e-discovery processes. These applications emphasize explainable with trails and model to meet regulatory scrutiny, as evidenced by Smarsh's positioning in the 2025 Gartner for digital communications governance.

Supported Communication Channels and Integrations

Smarsh's Enterprise captures and archives communications data from more than 100 electronic channels, including , , voice, mobile messaging, , and collaboration tools, preserving content in native format with full context and . This breadth supports for and other regulated entities by aggregating diverse data sources into a unified . Email and Traditional Channels: The platform integrates directly with email systems such as Microsoft Exchange, Office 365, and Novell GroupWise via SMTP journaling, capturing inbound, outbound, and internal messages along with attachments. It also supports marketing email platforms like for recordkeeping and e-discovery. Instant Messaging and Collaboration: Direct integrations enable capture of one-to-one, group, and channel communications from platforms including (covering chats, files, and meetings), , and (including IM, phone, and meeting content). These preserve and shared files without alteration. Mobile and Modern Channels: Mobile support includes /, , and bring-your-own-device (BYOD) scenarios, alongside emerging tools like generative via the Enterprise Compliance API integration launched on July 18, 2024, which captures and monitors AI-generated conversations. Voice compliance has been expanded to integrate alongside these channels, with content searchable within the . Custom Integrations and : For specialized needs, Smarsh provides to standardize support for low-volume or custom channels, avoiding connectors and facilitating scalable data ingestion. This extensibility ensures adaptability to evolving communication ecosystems while maintaining tamper-proof retention.

Market Position and Operations

Ownership, Leadership, and Global Reach

Smarsh is a primarily owned by , which facilitated its merger with Actiance in November 2017 to form a larger compliance archiving entity. The firm was founded by Stephen Marsh in 2001, who continues to serve as chairman of the board. The executive is headed by Crawford Goodman, appointed on June 10, 2022, succeeding Brian Cramer, who transitioned to the board. Goodman brings over 25 years of experience in and , including prior roles as of client solutions at and executive positions at . Key members of the team include Sheldon Cummings as of Corporate Business, Rohit Khanna as , and Goutam Nadella as . In October 2025, the board added Sagnik Nandy and Tim Scheve as directors to strengthen strategic oversight. Smarsh maintains its global headquarters in Portland, Oregon, at 851 SW 6th Avenue. The company operates nine offices worldwide, including locations in New York, Atlanta, Boston, Los Angeles, and Silicon Valley in the United States; London in the United Kingdom; Bangalore in India; and a recently established office in Heredia, Costa Rica, opened in August 2024 to support Latin American expansion and access local talent. This network enables service to a diverse international client base spanning major banks, brokerage firms, insurers, and regulators across North America, Europe, Asia, and emerging markets.

Customer Base and Revenue Model

Smarsh primarily serves clients in the sector, including major banks, brokerage firms, companies, and investment advisors, with a global footprint across , , and . The company reports over 6,500 customers, encompassing 19 of the top 20 banks in these regions as well as leading brokerages and insurers. Notable clients include Group, , U.S. Bank, , and , alongside some public sector entities such as the City of Norfolk. Independent analyses estimate that thousands of companies, often with 1-10 employees and revenues between $1M and $10M, utilize Smarsh's solutions, though larger enterprises dominate usage in regulated industries. The revenue model is centered on a software-as-a-service (SaaS) structure, generating income through subscription fees for cloud-based archiving, supervision, and compliance tools tailored to electronic communications across more than 80 channels. These subscriptions scale with client needs, such as the volume of captured data or number of users, enabling Smarsh to support high-scale operations for hundreds of thousands of seats. Supplementary revenue comes from professional services, including data migration, optimization, and custom implementations. The model has driven consistent growth, with Smarsh reporting a three-year revenue increase of 114% from 2021 to 2024, as recognized in the Inc. 5000 list for the 18th consecutive year. A Forrester Total Economic Impact study commissioned by Smarsh highlights client benefits like a 124% return on investment over three years, primarily through cost reductions in archiving (25%) and risk management efficiencies, underscoring the model's appeal in compliance-heavy sectors.

Achievements and Industry Impact

Key Recognitions and Milestones

Smarsh was founded in 2001 by Stephen Marsh, initially providing email archiving solutions to meet needs in the financial sector. The company achieved its first major growth recognition in 2008 by ranking on the Inc. 5000 list of America's fastest-growing private companies, marking the start of an ongoing streak. A significant expansion milestone occurred in 2017 when Smarsh merged with Actiance under the ownership of K1 Investment Management, combining their technologies to enhance enterprise information archiving capabilities across global markets. This integration positioned Smarsh as a broader leader in communications governance. Smarsh has maintained consistent high-growth accolades, appearing on the Inc. 5000 list for 18 consecutive years through 2025, with a reported three-year revenue growth of 114% for the period ending in 2025. In 2024, founder Stephen Marsh received Inc. Magazine's inaugural Legacy Award, honoring the company's sustained performance and his leadership. Recent industry recognitions include being named a Leader in the 2025 for Digital Communications Governance and Archiving solutions for the second consecutive year, praised for its vision and execution in -native platforms. Smarsh also earned a 2025 Top Workplace designation based on employee feedback highlighting innovation and culture, alongside Great Place to Work certification for fostering positive workplace practices. Further honors encompass the 2025 Silver Globee Award for Best Use of in and inclusion on the AIFINTECH100 list of top AI innovators in . In 2023, its customer support portal, Smarsh Central, won an award for Best Support Website from the Association of Support Professionals.

Role in Regulatory Compliance

Smarsh plays a central role in assisting financial institutions with by offering cloud-native platforms for capturing, archiving, and supervising electronic communications across more than 80 channels, including emails, , , and voice recordings. These solutions ensure adherence to stringent record-keeping mandates, such as Rule 17a-4 and FINRA Rule 3110, which require broker-dealers to retain business-related communications for specified periods—typically three to six years—in a non-rewritable, non-erasable format. By automating capture from diverse sources without gaps or manual interventions, Smarsh reduces compliance risks associated with off-channel messaging, a frequent focus of regulatory scrutiny. The company's Enterprise Archive facilitates granular retention policy management, tamper-proof storage, and rapid search capabilities, enabling firms to demonstrate defensible retention during audits or e-discovery requests. For instance, teams can supervise communications for violations like or misleading statements, with tools that support policy enforcement and reporting to regulators. Smarsh's platforms also aid in preparing for FINRA and examinations by providing evidence of systematic review processes and complete records retrieval, often streamlining what would otherwise be labor-intensive manual efforts. Beyond core financial regulations, Smarsh extends its infrastructure to standards, including MiFID II in Europe and Dodd-Frank provisions, while incorporating features for amid emerging technologies like AI-driven communications. This holistic approach helps organizations mitigate penalties—such as the multimillion-dollar fines imposed by the for inadequate archiving, as seen in actions against firms failing to capture personal devices—as of cases documented through 2024. However, the effectiveness of these tools depends on proper and , as regulators emphasize firm-specific supervisory procedures over vendor capabilities alone.

Criticisms and Challenges

Operational and Employee Issues

Smarsh has encountered operational disruptions, including a major outage reported in 2025 affecting its Professional Archive, Archiving Services, and components, as tracked by service monitoring platforms. In May 2025, the company temporarily suspended all TeleMessage services due to a security-related incident, while affirming that other Smarsh products continued to operate normally. Employee sentiment reflects challenges with job stability and management practices. On , Smarsh holds an average rating of 3.5 out of 5 from over 430 reviews, with frequent criticisms centering on multiple rounds of layoffs—often occurring every six months—resulting in understaffing, job insecurity, and a perceived brain drain from the departure of long-tenured staff. Reviews describe a shift under new toward cost-cutting that has fostered instability, with employees noting insufficient for urgent projects despite executive-driven expansions. Similar concerns appear on , where the company rates 3.3 out of 5 across 36 reviews, highlighting upper management's lack of transparency with non-finance employees. AmbitionBox reports a lower 2.9 out of 5 from 72 reviews, below the IT services industry average, underscoring below-average experiences in work culture and growth opportunities. These issues are attributed by reviewers to rapid organizational changes post-acquisitions and influence, though positive feedback praises compensation and collaborative elements in some teams. No public lawsuits directly tied to employee or operational matters were identified in major reporting, with complaints largely surfacing through platforms.

Data Security and Reliability Concerns

In May 2025, a breach at TeleMessage, a Smarsh-acquired provider of compliant messaging apps including modified versions of Signal and Telegram, exposed sensitive archived communications, administrator credentials, and unencrypted message content linked to U.S. government agencies and . The hacker exploited an insecure exposed and hardcoded credentials, gaining access in under 30 minutes, which highlighted deficiencies in and credential management despite the platform's focus on regulatory archiving. The incident involved interception of messages from high-profile users, including former national adviser , prompting service suspension on May 5, 2025, and an ongoing investigation by Smarsh. Critics noted that storing unencrypted archives undermined the platform's compliance-versus- balance, as regulatory requirements for retention clashed with basic standards, potentially exposing client data to broader risks in an era of increasing threats to financial communications. Reliability concerns arose from the rapid and subsequent downtime, contrasting Smarsh's advertised 99.999% uptime for core services, as the event disrupted access to archived and eroded in the integrity of long-term retention systems. No evidence of widespread emerged, but the exposure underscored vulnerabilities in handling during migrations or integrations, where risks of incomplete capture or have been flagged in analyses of archiving platforms. The contributed to a temporary 25% drop in Smarsh's stock price, amplifying scrutiny on whether compliance-focused tools adequately prioritize resilience against evolving threats.

Recent Developments

2024-2025 Innovations and Acquisitions

In February 2024, Smarsh completed its acquisition of TeleMessage, an Israel-based provider of mobile messaging and voice compliance solutions, enhancing its capabilities in capturing and supervising off-channel communications such as and voice calls for regulatory adherence. This move integrated TeleMessage's technology into Smarsh's platform, allowing customers to manage compliance from data capture through advanced , particularly for facing stringent rules on personal device usage. On February 4, 2025, Smarsh acquired CallCabinet, a Florida-based in cloud-native call recording and AI-powered analytics, to bolster its voice market offerings with advanced capture, transcription, and risk detection tools. The acquisition aimed to provide end-to-end voice compliance solutions, including AI-driven and keyword spotting, addressing gaps in traditional recording systems amid rising regulatory scrutiny on audio communications in sectors like and . In June 2025, Smarsh introduced significant platform enhancements, including next-generation integrations for Copilot to monitor generative outputs for risks, alongside expanded capabilities for seamless data ingestion and querying across enterprise systems. These updates enabled proactive risk identification through models trained on vast communications datasets, reducing manual review burdens for oversight teams. Smarsh launched the in late 2024, with full add-on availability in 2025, designed to autonomously scan archived communications for anomalies, policy violations, and emerging threats using and behavioral analytics. Complementing this, the company debuted the Smarsh Assistant for Professional Archives in March 2025, a that facilitates natural-language queries over petabyte-scale data repositories to accelerate investigations and e-discovery processes. Additionally, Smarsh rolled out its Annual Services Plan in 2025, offering flexible, on-demand access to managed services, training, and support to aid customer adoption of these -driven features without long-term commitments.

References

  1. [1]
    Smarsh: Digital Communications Governance and Archiving
    Helping companies manage the risk in their electronic communications. Cloud-based capture, archiving and supervision solutions across more than 80 channels.About · Careers · Our Leadership · Platform
  2. [2]
    Archive & Capture Communications for Compliance - About Smarsh
    Smarsh enables organizations to embrace innovate and manage risk. We provide companies with solutions to capture store,and monitor communications.
  3. [3]
    Smarsh 2025 Company Profile: Valuation, Funding & Investors
    Operator of an archiving and compliance monitoring platform intended to enable organizations to manage risk and uncover value within their electronic ...
  4. [4]
    Leadership & Management Team - Smarsh
    Founder and Chair Stephen Marsh grew Smarsh into a leader in the enterprise information archiving industry. Previously, he led product management at CCBN (now ...Missing: history | Show results with:history
  5. [5]
    Smarsh, an archivist for the information age - oregonlive.com
    Jun 12, 2013 · Founded in 2001, Smarsh emerged amid a swirl of accounting and business scandals that demolished big corporations such as Enron and its ...
  6. [6]
    Smarsh Unveils Major Platform Innovations, Next-Gen AI & Robust ...
    Jun 4, 2025 · Smarsh customers can seamlessly integrate advanced AI capabilities into their existing workflows, ensuring smarter compliance and superior regulatory control.Missing: achievements | Show results with:achievements
  7. [7]
    Smarsh Named to Inc. 5000 for 18th Consecutive Year
    Aug 12, 2025 · Prestigious annual ranking of the most successful private companies in America spotlights 3-year revenue growth of 114% at Smarsh.
  8. [8]
    Smarsh Named a 2025 USA TODAY Top Workplace Recognizing ...
    Mar 20, 2025 · Smarsh, the global leader in digital communications data and intelligence, has been named a recipient of the prestigious 2025 USA TODAY Top Workplaces award.
  9. [9]
    How Smarsh hit $186.4M revenue and 30M customers in 2024.
    Smarsh CEO shares how Smarsh grew to $186.4M over the past 24 years. Smarsh has bootstrapped to over 30M customers. See Smarsh growth here.<|control11|><|separator|>
  10. [10]
    Nearly 8 in 10 Financial Services Firms View AI as Critical to ...
    Dec 12, 2024 · Smarsh enables companies to transform oversight into foresight by surfacing business-critical signals in all of their digital communications.
  11. [11]
    Steve Marsh | Founder and Chairman - Smarsh - Forbes Councils
    Stephen Marsh founded Smarsh in 2001. Under his leadership, Smarsh has grown to become the leader in the enterprise information archiving industry.
  12. [12]
    Smarsh Origin Story
    Over two decades, Smarsh evolved beyond email archiving to incorporate more than 100 different communication channels today.
  13. [13]
    Smarsh History: Founding, Timeline, and Milestones - Zippia
    Smarsh was founded in 2001 by Stephen Marsh. Smarsh has acquired a number of companies since its start in 2001. 2008. In 2008, it acquired the Connecticut ...
  14. [14]
    Smarsh company information, funding & investors - Dealroom.co
    Smarsh's business model revolves around providing Software-as-a-Service (SaaS) solutions. They generate revenue through subscription fees for their various ...
  15. [15]
    Smarsh Launches New Annual Services Plan for Greater Flexibility ...
    Oct 22, 2024 · Smarsh introduces the Annual Services Plan (ASP) offering customers on-demand access to managed services, adoption support, and training.
  16. [16]
    [PDF] SMARSH SERVICES AGREEMENT
    Client may purchase and allocate Smarsh Numbers to User accounts subject to compliance with the allocation requirements displayed upon subscription to receive a ...
  17. [17]
    Financial Services Compliance Software & Solutions - Smarsh
    Financial services compliance software from Smarsh captures, archives, and monitors communications to meet SEC, FINRA, and global regulations.
  18. [18]
    Companies using Smarsh and its marketshare - Enlyft
    5451 companies use Smarsh. Smarsh is most often used by companies with 1-10 employees & $1M-10M in revenue. Our usage data goes back 8 years and 9 months.
  19. [19]
    Smarsh Building AI Intelligent Agent for Compliance
    The company is a major provider of digital communications content capture, archiving, supervision and e-discovery within the brokerage and RIA industries. “The ...<|separator|>
  20. [20]
    Nearly 8 in 10 Financial Services Firms View AI as Critical ... - Smarsh
    Dec 12, 2024 · Smarsh serves a global client base spanning the top banks in North America, Europe, and Asia, along with leading brokerage firms, insurers, ...
  21. [21]
    Smarsh's Competitors, Revenue, Number of Employees ... - Owler
    Smarsh is an Oregon-based SaaS platform that offers solutions such as compliance management and cybersecurity for industries including healthcare and insurance.Missing: clients | Show results with:clients
  22. [22]
    Enterprise Platform Uses AI and Machine Learning to Enhance ...
    Smarsh Enterprise Platform introduces AI/ML-powered transcription to enable your firm to put new policies into the market more quickly and easily.<|separator|>
  23. [23]
    Smarsh Founder Steve Marsh honored by Technology Association ...
    May 15, 2018 · Marsh founded Smarsh, Inc. in 2001, and has led the Portland-based ... Under Marsh's leadership, Smarsh has evolved from an email archiving ...
  24. [24]
    Stephen Marsh - Chairman & Founder @ Smarsh - Crunchbase
    Stephen Marsh founded the hosted email archiving and compliance provider Smarsh, Inc. in 2001, and now oversees a global operation with more than 20,000 ...
  25. [25]
    Smarsh Adds 250th Email Archiving Customer
    ... email archiving and regulatory compliance. This is a landmark for Smarsh ... Founded in 2001, Smarsh is a privately held global provider of technology ...
  26. [26]
    Email Archiving Solutions for Compliance - Smarsh
    Scalable, secure email archiving to meet regulatory compliance and streamline discovery. Smarsh helps enterprises manage risk across digital communications.Missing: products | Show results with:products
  27. [27]
    Smarsh Signs 100th Broker/Dealer Client for Email Archiving
    Smarsh signs its 100th broker-dealer client for email archiving, expanding its leadership in compliance and data management solutions ... Founded in 2001, Smarsh ...
  28. [28]
    Smarsh Named to 2019 Inc 5000 List of Fastest Growing Companies
    Aug 15, 2019 · Smarsh ranked #2093 on the 2019 List, with a growth rate of 193% percent from 2015 to 2018. The company's rapid pace of growth continues to ...
  29. [29]
    Smarsh Named to Deloitte's 2019 Technology Fast 500 | Smarsh
    ... 2019 ... 455 in the 2019 technology ranking, with a 193% growth rate from 2015 to 2018. ... Smarsh previously made the list consecutively from 2009 to 2014.
  30. [30]
    Smarsh Expands Company Footprint and Market Share in 2014 ...
    Smarsh Expands Company Footprint and Market Share in 2014. Published: Jan. 15, 2015, 12:00 p.m.. PORTLAND, Ore.--(BUSINESS WIRE)--Smarsh®, the leading ...
  31. [31]
    Mobile Communication Archiving Company Acquired by Smarsh
    Dec 8, 2016 · With the integration of its long-time partner, Smarsh is leveraging the acquired patented intellectual property and development resources to ...Missing: 2010-2019 | Show results with:2010-2019
  32. [32]
    Two compliance companies merge to build a $100M firm | TechCrunch
    Nov 15, 2017 · K1 already owned Smarsh and by merging the two companies, they believe they could generate $100M in annual revenue.
  33. [33]
    Smarsh and Actiance Complete Merger, Combine Forces to ...
    Sep 26, 2018 · In 2017, K1 Investment Management announced the acquisition of Actiance, a pioneer in communications compliance, archiving and analytics, for ...Missing: 2010-2019 | Show results with:2010-2019
  34. [34]
    10 Years! Smarsh Extends Its Streak as One of Portland's Fastest ...
    Jun 14, 2019 · Smarsh was among the 2019 100 fastest growing companies, ranked 41st, and has been on the list for ten times, driven by its Connected Suite.Missing: expansion 2010s history
  35. [35]
    Smarsh Acquires CallCabinet for Major Expansion, Bringing ...
    Smarsh acquires CallCabinet to enhance voice compliance with AI-driven analytics and advanced voice capture technology.Missing: history | Show results with:history
  36. [36]
    List of 6 Acquisitions by Smarsh (Oct 2025) - Tracxn
    Oct 1, 2025 · Smarsh has made a total of 6 acquisitions. Peak acquisition activity occurred in 2020 with 2 acquisitions, followed by 1 in 2025 and 1 in ...Missing: milestones | Show results with:milestones
  37. [37]
    Smarsh Completes Acquisition of TeleMessage
    Feb 20, 2024 · Smarsh announced the successful acquisition of TeleMessage, providing customers with compliance support from capture to insight.Missing: 2010-2019 | Show results with:2010-2019
  38. [38]
    Smarsh Adds Voice Archiving Offering with Acquisition of London ...
    Aug 17, 2017 · Smarsh Acquires the Only Archiving Provider Capturing Content Directly from Mobile Carriers, Enhancing Superior Solution for MiFID II ...
  39. [39]
    Smarsh Acquires Entreda, Leader in Cybersecurity Risk and ...
    May 21, 2020 · The acquisition enables Smarsh to provide industry-leading enterprise cybersecurity risk and compliance capabilities to broker-dealers, registered investment ...Missing: 2010-2019 | Show results with:2010-2019
  40. [40]
    Smarsh Acquires Digital Reasoning, Combining Global Leadership ...
    Nov 10, 2020 · Smarsh acquires Digital Reasoning to enhance its communication compliance solutions with advanced AI and machine learning capabilities.
  41. [41]
    Smarsh Completes Acquisition of Digital Safe
    Feb 1, 2022 · Smarsh completes acquisition of Digital Safe, expanding its compliance and archiving solutions with advanced technology.
  42. [42]
    Smarsh Continues Global Expansion with Entry into LATAM
    Aug 28, 2024 · New office in Costa Rica's Ultra Park technology hub will enhance support for global customers. PORTLAND, Ore., Aug.Missing: timeline | Show results with:timeline
  43. [43]
    https://www.smarsh.com/press-release/smarsh-announces-expansion-of-relationship-with-jefferies
  44. [44]
    Archiving Electronic Communications | Information Archiving - Smarsh
    We enable you to quickly and easily export data out of the Smarsh Archive on-demand in a variety of formats to meet the specific requirements of your business.
  45. [45]
    Social Media Capture, Archiving and Compliance - Smarsh
    With Smarsh, you can capture and archive LinkedIn, X, Facebook and other social content to help your organization stay compliant with regulations and legal ...
  46. [46]
    Smarsh launches voice capture and archiving for Microsoft Teams
    Jul 15, 2020 · Smarsh captures content in one-to-one chats, multi-party chats and persistent channels. This includes edits, deletes, replies, emojis, GIFs, ...<|separator|>
  47. [47]
    Archiving Software for Compliance & Data Retention - Smarsh
    Smarsh Archive preserves digital communications across channels to meet compliance, reduce risk, and simplify supervision.Missing: initial | Show results with:initial
  48. [48]
    [PDF] Smarsh Enterprise Archive Solution Brief
    Smarsh Enterprise Archive users can access new archived content and return search results in less than a second, and export over a million items a minute — ...
  49. [49]
    Supervision and Review - Smarsh
    Our supervision tools enable you to create specific criteria for each reviewer. Team members are granted access only to the information they need and can route ...
  50. [50]
    Compliance Archiving for SMBs - Smarsh
    Smarsh helps SMBs capture, archive, and supervise communications while meeting SEC, FINRA, and global compliance requirements.Missing: statement | Show results with:statement
  51. [51]
    AI Communication Surveillance & Compliance Software - Smarsh
    Smarsh AI Insights provides communications surveillance to detect risks, ensure compliance, and monitor digital channels with AI.
  52. [52]
    Smarter Insights, Better Decisions: Smarsh Voice Surveillance
    Smarsh Enterprise Conduct offers a comprehensive and innovative communication surveillance and supervision approach. With advanced audio transcription and voice ...
  53. [53]
    https://www.morningstar.com/news/business-wire/20251027773034/smarsh-named-a-leader-in-the-2025-gartner-magic-quadrant-for-digital-communications-governance-and-archiving-solutions
  54. [54]
    Enterprise-Scale Solutions for Next-Generation AI Supervision and ...
    In this white paper, EY and Smarsh will walk through use cases and reveal insight into: Considerations when choosing an AI/ML supervision and surveillance ...Missing: products analytics
  55. [55]
    Smarsh Enterprise Platform - AWS Marketplace
    Smarsh empowers organizations to adopt the most innovative communications channels while solving the most demanding communications capture, archiving, and e- ...Missing: statement | Show results with:statement<|separator|>
  56. [56]
    Smarsh Introduces the Industry's First AI-Powered Intelligent Agent ...
    Sep 25, 2024 · Smarsh announced its AI-powered Intelligent Agent to streamline the review of alerts generated within Smarsh Enterprise Conduct.
  57. [57]
    Using Machine Learning to Power Regulatory Compliance ... - Smarsh
    This brief outlines how large financial services firms now have the tools to help surface risks, maintain compliance, and respond with agility.Missing: applications | Show results with:applications
  58. [58]
    Boost Compliance with AI: Meet Smarsh Intelligent Agent
    Boost compliance efficiency by up to 70% with AI. Discover how Intelligent Agent cuts review volume, detects more risk, and scales globally.Missing: applications | Show results with:applications
  59. [59]
    Smarsh Redefines Industry Standards with New Compliance AI for ...
    Mar 11, 2025 · Smarsh AI Assistant acts as an always-available compliance review partner, intelligently flagging potential risks while making it easier to work ...
  60. [60]
    Smarsh Redefines Industry Standards with New Compliance AI for ...
    Mar 11, 2025 · Smarsh AI Assistant acts as an always-on compliance review partner, intelligently flagging potential risks while dramatically reducing false positives and ...
  61. [61]
    Meet Your New AI Compliance Assistant - Smarsh
    AI Assistant acts as your always-on compliance partner – summarizing lengthy messages, intelligently flagging potential risks, and helping your team prioritize ...
  62. [62]
    Smarsh Acquires Digital Reasoning: Global Leadership in AI and ML
    Nov 10, 2020 · Smarsh acquires Digital Reasoning, combining AI and ML to protect regulated organizations globally from financial and reputational damage.Missing: 2010-2019 | Show results with:2010-2019
  63. [63]
    The Evolution of Applied Machine Learning in Financial Services
    Sep 21, 2022 · At Smarsh, our answer is a new analytic framework that we call Scenarios. This approach represents all the insights we have learned in the ...
  64. [64]
    Smarsh Unveils Enhanced Risk Detection Scenario Catalog, Major ...
    Jan 3, 2024 · The platform's AI-powered applications, including Archive, Conduct and Discovery, give firms the power to manage risk and unleash the ...
  65. [65]
    [PDF] Meet the Intelligent Agent: The AI-Powered Future of ... - Smarsh
    May 30, 2025 · Smarsh AI solutions are built with clear model documentation, versioning, and audit trails to support regulatory reviews. We conduct rigorous ...
  66. [66]
    https://aijourn.com/smarsh-named-a-leader-in-the-2025-gartner-magic-quadrant-for-digital-communications-governance-and-archiving-solutions/
  67. [67]
    Electronic Communications Channels Supported by Smarsh
    Capture all business-related communications data from across 100+ channels including WhatsApp, Microsoft Teams, and more.
  68. [68]
    Communication Compliance Platform - Smarsh
    Use AI to detect and prevent business risks like insider trading, market manipulation, and conflicts of interest before they escalate into regulatory action.
  69. [69]
    GroupWise Archiving and Compliance - Smarsh
    GroupWise archiving is supported through SMTP. Content is captured in context in its native unaltered format, directly from the source, preserving chain of ...
  70. [70]
    Constant Contact Archiving and Compliance - Smarsh
    Smarsh enables you to extend your recordkeeping, compliance, and e-discovery initiatives to the email that your organization sends using Constant Contact.<|control11|><|separator|>
  71. [71]
    Microsoft Teams Archiving and Compliance - Smarsh
    Direct integration supports capture of one-to-one, group and channel communications, along with files that are shared as part of a conversation. This allows ...
  72. [72]
    Slack Archiving and Compliance - Smarsh
    Direct integration supports capture of one-to-one, group and channel communications, along with files that are shared as part of a conversation.
  73. [73]
    Zoom Archiving and Compliance - Smarsh
    Smarsh captures Zoom meeting, Zoom phone and Zoom IM content directly from the source. That content is retained in its native format with chain of custody ...<|separator|>
  74. [74]
    IM Archiving | Archive Instant Messages for Compliance - Smarsh
    IM & collaboration platforms such as Slack, Microsoft Teams and Zoom are business-critical communications tools for a dispersed workforce. With Smarsh, you can ...
  75. [75]
    Mobile Capture | Message Archiving for Compliance - Smarsh
    Mobile capture and archiving enables organizations to stay ahead of communications compliance. Learn more about the Smarsh Capture solution now!
  76. [76]
    Smarsh Launches Integration with OpenAI's ChatGPT Enterprise ...
    Jul 18, 2024 · Smarsh is launching an integration with OpenAI's ChatGPT Enterprise Compliance API! This integration will capture, store and monitor conversations data created ...
  77. [77]
    Smarsh Expands and Enhances Support for Voice Compliance
    Smarsh continues to expand capture and archiving support for its industry-leading breadth of voice and electronic communications channels. In 2019, Smarsh and ...
  78. [78]
    https://www.smarsh.com/blog/thought-leadership/smarsh-communications-intelligence-platform-turn-data-into-insights
  79. [79]
    Smarsh Names Kim Crawford Goodman Chief Executive Officer
    Kim Crawford Goodman, with 25+ years of experience, was appointed CEO of Smarsh, succeeding Brian Cramer. She previously held executive roles at Fiserv, ...
  80. [80]
    https://www.wealthsolutionsreport.com/compliance-tech-firm-smarsh-adds-new-members-to-board-of-directors/
  81. [81]
    Contact Sales - Smarsh
    Our offices. Portland. 851 SW 6TH AVE. SUITE 800. PORTLAND, OR 97204. MAP. London. ONE CANADA SQUARE LEVEL 39. LONDON, E14 5AB. MAP. Bangalore. SALARPURIA ...
  82. [82]
    Smarsh Continues Global Expansion with Entry into LATAM
    Smarsh has continued its global expansion with the opening of a Costa Rica office, it's sixth Center of Excellence.Missing: timeline | Show results with:timeline
  83. [83]
    Total Economic Impact Study Reveals Companies Adopting Smarsh ...
    Oct 3, 2024 · Total Economic Impact Study Reveals Companies Adopting the Smarsh Platform Experienced a 124% Return on Investment Over Three Years.
  84. [84]
    Smarsh - Market Share, Competitor Insights in Archiving - 6Sense
    Customers of Smarsh ; The PNC Financial Services Group, Inc. 10,000+, Pittsburgh ; Wells Fargo, 10,000+, San Francisco ; Vodafone, 10,000+, Newbury ; U.S. Bank ...
  85. [85]
    List of Smarsh Archiving Customers - apps run the world
    City of Norfolk, a United States based Government organization with 5000 Employees; American Express, a United States based Banking and Financial Services ...<|separator|>
  86. [86]
    [PDF] Capture Differentiators - Smarsh
    Only Smarsh delivers the extreme scale and performance necessary for customers that need to support capture for hundreds of thousands of seats.
  87. [87]
    Customer Success Services - Smarsh
    Whether you need help optimizing your supervision queues, importing or organizing your data, Smarsh Services is here to assist you.
  88. [88]
    Smarsh - Products, Competitors, Financials, Employees ...
    Smarsh primarily serves regulated organizations such as banks, brokerage firms, insurers, investment advisors, and government agencies. It was founded in 2001 ...
  89. [89]
    Smarsh Founder Stephen Marsh Receives Inc. Magazine's First ...
    Oct 21, 2024 · The company first made the list in 2008 after being founded by Stephen Marsh in 2001. Seventeen consecutive years on the list is an ...
  90. [90]
    Actiance, Smarsh to Merge - No Jitter
    Nov 21, 2017 · K1 plans to merge Smarsh and Actiance, forming what it calls a global compliance and enterprise information archiving leader.<|separator|>
  91. [91]
    Smarsh Named a Leader in the 2025 Gartner® Magic Quadrant ...
    Smarsh is a Leader in the 2025 Gartner Magic Quadrant for DCGA for the 2nd time ... A tiered storage model to lower the total cost of ownership by ...
  92. [92]
    Smarsh is Now Great Place to Work-Certified
    Smarsh is now Great Place to Work certified, recognizing its commitment to a positive workplace culture and employee satisfaction.<|separator|>
  93. [93]
    Smarsh Wins Industry Award for Best Support Website, Smarsh ...
    Smarsh Central, the support website for Smarsh customers, has been named as a winner of the ASP's Best Support Websites 2023 Competition.
  94. [94]
    Solutions by Regulation - Smarsh
    Smarsh has over 20 years of experience in helping businesses overcome their most pressing compliance challenges.
  95. [95]
    Broker-Dealer Compliance Software and Solutions - Smarsh
    eliminating gaps, delays, and manual workarounds. Talk to an expert.
  96. [96]
    4 Tips on How to Successfully Prepare for a FINRA or SEC exam
    Written supervisory procedures. Regulators look at how firms retain and capture messages, and the firm's process for review and evidence of policy enforcement.
  97. [97]
    Compliance Regulations & Laws | Smarsh
    See who it applies to, firm obligations, exceptions, penalties, and how Smarsh helps ensure compliance. Read more · FINRA Rule 2040: Payments to Unregistered ...
  98. [98]
    Smarsh Status. Check if Smarsh is down or having an outage.
    StatusGator reports that Smarsh is currently experiencing a major outage. There are confirmed issues with Professional Archive - Archiving Services - Social ...
  99. [99]
    Portland-based Smarsh is in the eye of a national security storm with ...
    May 7, 2025 · The company has temporarily suspended all TeleMessage services. All other Smarsh products and services remain operational, the spokesperson said ...
  100. [100]
    Smarsh Reviews: Pros And Cons of Working At Smarsh | Glassdoor
    Rating 3.5 (432) Many laid off employees have been at Smarsh for many years resulting in a self inflicted brain drain that will ensure that few people in the future will ...
  101. [101]
    Smarsh - Don't believe the *fake* HR reviews- The worst place I've ...
    Many laid off employees have been at Smarsh for many years resulting in a self inflicted brain drain that will ensure that few people in the future will ...
  102. [102]
    Smarsh - One word Worst Company - Glassdoor
    Smarsh is bursting at the seams with new executives and urgent projects but is unwilling to fund the staff to complete them. Several rounds of layoffs with no ...
  103. [103]
    Working at Smarsh: Employee Reviews | Indeed.com
    Rating 3.3 (36) Fast paced environment that grants you a lot of experience. Upper management seems to lack transparency with employees outside of finance.Missing: criticisms operational
  104. [104]
    Smarsh Reviews by 70+ Employees | Rated 2.9/5 - AmbitionBox
    Rating 2.9 (72) However, with an overall rating of 2.9 out of 5 from over 72 employee reviews, it's clear that most employees have a below average experience working at Smarsh.
  105. [105]
    Understanding the Smarsh TeleMessage Hack - Proofpoint
    Jun 11, 2025 · The Smarsh TeleMessage hack exposed unencrypted data, credentials, and was done by an individual in under 30 minutes, showing vulnerabilities ...
  106. [106]
    The TeleMessage Breach: A Cautionary Tale of Compliance Versus ...
    Rating 4.6 · Review by Rob RobinsonMay 7, 2025 · A security breach at TeleMessage, a compliance messaging provider acquired by Smarsh, exposed sensitive archived communications.
  107. [107]
    How the Signal Knockoff App TeleMessage Got Hacked in 20 Minutes
    May 18, 2025 · The company behind the Signal clone used by at least one Trump administration official was breached earlier this month. The hacker says they got in thanks to a ...
  108. [108]
    TeleMessage, a modified Signal clone used by US ... - TechCrunch
    May 5, 2025 · A hacker has exploited a vulnerability in TeleMessage, which provides modded versions of encrypted messaging apps such as Signal, Telegram, ...<|separator|>
  109. [109]
    Exclusive: Hacker who breached communications app used by ...
    May 21, 2025 · A hacker who breached the communications service used by former Trump national security adviser Mike Waltz earlier this month intercepted messages from a ...
  110. [110]
    App used by Mike Waltz suspends services after hacking claims
    May 5, 2025 · A spokesperson for Smarsh, the company that owns TeleMessage, said Monday that the company “is investigating a potential security incident.
  111. [111]
    The Smarsh TeleMessage Hack: Next Steps for Security ... - Proofpoint
    a modified Signal clone used by U.S. government officials — has exposed sensitive archived messages and contact data ...
  112. [112]
    How was TeleMessage hacked? Does this mean that all ... - CellTrust
    Jul 7, 2025 · Who is TeleMessage and how were they hacked? According to media reports, on May 4, 2025, a hacker exploited an insecure exposed endpoint on ...
  113. [113]
    Backup & File Sharing | Smarsh
    A 99.999% uptime SLA means that you should expect less than six minutes of downtime over the course of a year—and, if this should fail to be delivered, you'll ...
  114. [114]
    The Cost of Doing Nothing: A Legal Perspective on Three Barriers to ...
    Mar 5, 2020 · Risk: A migration brings the risk of data loss and, subsequently, regulatory or discovery exposure. ... Smarsh. Smarsh® is the ...
  115. [115]
    TeleMessage Breach: A Cybersecurity Wake-Up Call for Investors
    May 5, 2025 · The breach, linked to hardcoded credentials and unencrypted archives, has already triggered a 25% drop in Smarsh's stock price (SMAR) and a 15% ...
  116. [116]
    Smarsh Completes Acquisition of TeleMessage, Extends ...
    Feb 20, 2024 · Smarsh, the global leader in digital communications compliance and intelligence, announced the successful acquisition of TeleMessage.
  117. [117]
    Smarsh Acquires CallCabinet: We Were Always Able to Spot Risk
    Feb 4, 2025 · CallCabinet is now a Smarsh company! CallCabinet is a pioneer in cloud-native, compliant call recording and AI-powered analytics technology.
  118. [118]
    Smarsh Acquires CallCabinet: Strengthening Communications ...
    Smarsh acquires CallCabinet to provide integrated solutions for communications compliance and intelligence, focusing on cloud-native call recording and ...<|separator|>
  119. [119]
    Portland-based Smarsh acquires Florida tech firm
    Feb 6, 2025 · Portland software maker Smarsh has acquired a Florida-based company to expand its data archiving offerings.
  120. [120]
    Smarsh To Launch AI-Based Offering For Communications ...
    Sep 26, 2024 · The firm said Intelligent Agent will be available as an add-on starting in 2025. The product is designed to help compliance teams locate real ...
  121. [121]
    Smarsh transforms compliance with AI Assistant launch for ...
    Mar 11, 2025 · It reduces false positives by intelligently identifying and reviewing standard disclaimers and newsletters, thus fine-tuning the compliance ...Missing: supervision | Show results with:supervision