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Analyst's Notebook

i2 Analyst's Notebook is an advanced visual analysis software tool developed by i2 Group to enable investigators to collate, analyze, and visualize complex datasets from disparate sources, revealing hidden relationships, patterns, and actionable intelligence for combating crime, fraud, and terrorism. Originating from i2 Group's efforts over more than three decades in intelligence analysis solutions, the software has established itself as an industry standard, trusted by over 1,000 organizations across public and private sectors in more than 140 countries, including 100% of UK police forces, 80% of the top 15 US police forces, and 70% of NATO member states. Following its acquisition by IBM in 2011 as part of the company's security portfolio and subsequent sale to Harris Computer Corporation in 2022, i2 Analyst's Notebook has continued to evolve, incorporating enhancements like 64-bit architecture and integration capabilities for AI-driven intelligence. Key to its utility are features supporting multi-dimensional analysis, such as for entity relationships, temporal sequencing via timelines, and mapping, all within a single environment that facilitates drag-and-drop data import, chart creation, and production of redacted, shareable briefings for prosecutorial or operational use. It has proven instrumental in high-stakes investigations, including cases where it aids in tracing networks and evidence synthesis, as well as counter-terrorism efforts like mapping organizational influences in conflict zones. Available in perpetual license, subscription, and models, the tool reduces analysis time and costs associated with multidimensional data processing, making it a cornerstone for and intelligence workflows globally.

History

Origins and Founding

i2 Limited was established in 1990 in , , as an early pioneer in developing software for advanced intelligence and , specifically to address the shortcomings of manual techniques in investigative work. The founding responded to the growing need for automated tools capable of supporting visual investigative analysis amid increasingly complex data environments in and intelligence operations. The company's initial products laid the groundwork for what became Analyst's Notebook, originating from the integration of Link Notebook—designed for mapping entity relationships—and i2 Case Notebook, oriented toward case data organization—into a cohesive platform for handling interconnected intelligence. This unification facilitated the representation and examination of links between entities, properties, and events, moving beyond rudimentary manual charting that hindered efficiency in probing multifaceted investigations. Early adoption was propelled by demands from agencies, including as the inaugural customer, which required robust solutions to process disparate and voluminous datasets in cases involving fraud and . These entities faced challenges in manually correlating from multiple sources, such as financial records, communications, and statements, prompting the development of specialized visualization aids to uncover hidden patterns and associations.

Early Development and Key Milestones

i2 Limited, the originator of Analyst's Notebook, was established in in , , by computer science experts aiming to address gaps in investigative data visualization for . Initial products such as i2 Link Notebook introduced foundational features, emphasizing graphical representation of connections between data points. These efforts culminated in the packaging of Analyst's Notebook in the early 1990s as a unified tool leveraging the Entity-Link-Property (ELP) methodology, which structures information into discrete entities (e.g., individuals or locations), links (e.g., associations or transactions), and properties (e.g., attributes or timestamps) for chart-based analysis. Throughout the , key refinements focused on expanding charting capabilities, including layouts for relational mapping and views for sequencing events, which supported manual and imported data handling to detect patterns in disparate sources like records and communications. By the early , the of algorithms represented a pivotal advancement, applying mathematical models to quantify network dynamics such as and clustering coefficients within charts. These enhancements were iteratively tested in operational environments, including applications for detection, where users reported substantial reductions in processing time for linking suspicious activities across datasets. Post-2001 developments aligned with heightened demands from counter-terrorism operations, where the software's visual and analytical tools facilitated the examination of large-scale relational data to identify operative networks, though specific case outcomes remain classified or anecdotal in . Empirical utility was evidenced in UK-based investigations, with agencies noting accelerated workflows—often compressing multi-day manual reviews into hours—through automated import, charting, and query functions tailored to and scenarios. By the mid-2000s, these milestones had solidified Analyst's Notebook as a standard in workflows, with over 2,000 organizations adopting it for .

Corporate Acquisitions and Ownership Transitions

In 2011, acquired Limited, the developer of Analyst's Notebook, completing the transaction on October 5 after an announcement on August 31. This move incorporated the software into 's broader intelligence and analytics portfolio, enhancing its applications in areas such as fraud detection, , and smarter city initiatives, while providing expanded enterprise-level support and integration with 's tools. IBM divested the i2 product line, including Analyst's Notebook, to N. Harris Computer Corporation effective January 1, 2022, following an announcement on January 4. Harris, a subsidiary of Constellation Software focused on vertical market software for public safety, defense, and intelligence sectors, established i2 Group as an autonomous entity to manage the portfolio. This transition shifted ownership from a diversified technology conglomerate to a firm specializing in mission-critical applications for law enforcement and national security, without reported interruptions to core product availability or functionality. Post-acquisition, Harris maintained backward compatibility for existing Analyst's Notebook installations and deployments, enabling seamless continuity for users transitioning from . The company introduced subscription-based licensing models, bundling the software with updates, , and add-ons like connectors, aimed at improving for smaller agencies while sustaining development for enterprise clients. No widespread disruptions to user workflows or have been documented in official divestiture notices or subsequent product releases.

Technical Foundations

Entity-Link-Property (ELP) Methodology

The methodology constitutes the foundational data structuring paradigm in Analyst's Notebook, modeling investigative as interconnected components derived from imported evidence. Entities function as discrete nodes representing tangible or abstract real-world objects, including persons, vehicles, locations, organizations, or events. Links establish relational edges between entities, specifying the nature of the connection—such as a , communication event, or hierarchical association—while distinguishing directionality where applicable, like from sender to recipient in a message. Properties furnish attributes to entities and links alike, encompassing details like dates, identifiers, quantities, or qualifiers (e.g., a person's or a link's monetary value), enabling granular attachment without embedding narrative assumptions. This tripartite schema ensures during import from diverse sources, such as or spreadsheets, by mapping raw records to standardized ELP elements. ELP's design draws from theory's vertex-edge but prioritizes deterministic, evidence-verified linkages tailored to empirical , facilitating the of relational networks from primary artifacts. By confining to explicitly documented connections, the supports tracing evidential pathways—such as chains of custody or —while eschewing reliance on latent variables or aggregate statistics that could obscure causal mechanisms. enhance precision by allowing temporal and quantitative annotations, which anchor relationships to verifiable timelines and metrics, as seen in imports of call detail records where link durations and entity identifiers preserve source fidelity. This data-centric orientation mitigates confirmation bias inherent in less structured tools, as patterns arise solely from imported facts rather than probabilistic extrapolations or subjective weighting. In practice, ELP's modularity permits scalable handling of heterogeneous datasets, with entities and links typed according to schema definitions that enforce consistency across analyses. For instance, predefined entity types (e.g., "Person" with properties like date of birth) and link types (e.g., "Owns" with strength indicators) streamline data normalization, reducing errors from ad hoc interpretations. The approach's emphasis on properties for metadata—such as confidence scores derived from source reliability—further bolsters truth-seeking by flagging evidential quality without altering core structures, contrasting with models that conflate data with inferential overlays. Official documentation underscores ELP's role in maintaining analytical rigor, as records reference their schema types and origins to preserve traceability.

Core Architecture and Data Handling

i2 Analyst's Notebook utilizes a -centric , where is persistently stored within files (.anb ) that encapsulate entities, links, and their associated properties as interactive visual representations rather than in a conventional flat or structure. This design enables efficient manipulation of investigative datasets through iterative modifications on a visual , supporting testing by allowing analysts to add, connect, or refine elements dynamically without rigid schema constraints. Data handling begins with imports from structured sources such as files, spreadsheets, XML, and delimited text files, processed via customizable import specifications that map input columns to chart entities, links, and properties. These specifications facilitate the transfer of attributes from source data, but require manual configuration and post-import verification to mitigate errors like duplicate entities or mismatched relationships, as automated inheritance of properties depends on precise definitions. Direct database is limited in the standalone version, often necessitating intermediate file exports or integration with complementary tools like i2 iBase for broader access. In terms of , the processes datasets comprising thousands of entities and links effectively on standard , maintaining responsive for typical investigative workloads. However, handling millions of strains resources, with operations prone to exceptions and rendering slowing due to file size limits around 1 ; official guidance advises against direct imports exceeding a few million rows without server-side extensions or distributed storage solutions to avoid unhandled errors and prolonged processing times.

Features and Capabilities

Visualization and Charting Tools

Analyst's Notebook employs chart-based visualizations to render entities—such as individuals, organizations, or locations—and links representing relationships between them, facilitating the identification of patterns in complex datasets. Entities can be displayed in varied representations, including icons, event frames, or theme lines, while links denote connections like ownership or transactions, enabling analysts to map networks or sequences visually. The software supports automated layout algorithms tailored to chart types, including association layouts that reposition entities and links to clarify relational structures and timeline layouts that sequence items chronologically for temporal . These layouts automatically resize charts to encompass all elements, reducing manual adjustments and aiding in the detection of clusters or , though manual placements are overridden upon reapplication. Theme lines and conditional formatting via the Style toolbar allow for color-coding based on attributes, such as entity types or link properties, to emphasize critical connections without altering underlying data. Export functionalities preserve visualization integrity for briefings, supporting outputs like images with , clipboard copies of entire charts, or text-based reports detailing entities, links, and attributes. These options enable the creation of redacted, high-resolution charts suitable for dissemination, ensuring shared visuals retain analytical fidelity across security levels.

Analysis and Query Functions

Analyst's Notebook equips users with advanced search and filtering mechanisms to query by properties, attributes, and relational criteria, enabling the detection of sequences and obscured connections that underpin data-driven hypotheses. capabilities intelligently match and collate , reducing manual effort in identifying relevant patterns across large datasets. Filtering tools allow precise selection based on temporal, spatial, or categorical parameters, facilitating iterative refinement to isolate key deductive pathways. Timeline sequencing functions, such as the and dedicated views, organize temporal data into chronological sequences to evaluate and dependencies. These tools item timestamps to generate visual timelines, supporting rigorous assessment of progression and potential causal links through ordered . Analysts can and query within these timelines to highlight sequences aligning with investigative criteria, enhancing empirical validation of relational inferences. Social network analysis extensions compute centrality metrics, including degree centrality—which tallies direct links to gauge an entity's connectivity—and supplementary measures like betweenness, closeness, and to quantify network influence from multiple angles. Clustering measures delineate subgroup cohesion, with configurable options to apply algorithms that reveal structural densities and validate against established network benchmarks for metric reliability. These computations operate on undirected or directed graphs, prioritizing empirical network properties over subjective interpretations. Analyst's Notebook Premium incorporates mechanisms to record operational activities, errors, and modifications, establishing audit trails that bolster analytical reproducibility. Enabled via , these logs capture process traces, enabling verification of derivations and mitigating risks of untraceable alterations in outputs. with broader platforms extends auditing to user actions, ensuring comprehensive traceability in enterprise deployments.

Integration and Extensibility

IBM i2 Analyst's Notebook supports with i2 iBase, a complementary database management tool, enabling bidirectional data flow for importing structured entity and link data directly into charts while maintaining during searches and updates. This facilitates hybrid workflows where analysts can leverage iBase's querying capabilities alongside Analyst's Notebook's visualization, as documented in product guides specifying for data entry and dissemination. The software's extensibility is primarily achieved through the i2 Analyst's Notebook SDK, which allows developers to create custom plug-ins that add commands, ribbon buttons, and enhanced data processing without altering the core application. These plug-ins integrate via the architecture, supporting extensions for third-party databases and tools, such as for geospatial mapping or connectors for data ingestion. For instance, third-party plugins like Sintelix enable entity extraction from documents and direct import into Analyst's Notebook charts. Scripting capabilities extend functionality through (VBA) via exposed objects, permitting custom automations for tasks like batch imports or rule-based entity manipulations, though such scripts require registration of components for machine-wide access. Recent versions enhance compatibility with modern data formats, including via integrations like Connect Server, which uses JSONata for query transformations and mapping from external sources into Analyst's Notebook-compatible structures. Import specifications support delimited text, spreadsheets, and clipboard data, with SDK extensions bridging to JSON-heavy for broader ecosystem interoperability.

Applications and Use Cases

Law Enforcement and Criminal Investigations

i2 Analyst's Notebook has been applied by law enforcement in mapping complex organized crime structures, particularly drug trafficking networks. The U.S. Department of the Treasury incorporated charts produced by the software in its 2023 announcement of sanctions against the Sinaloa Cartel, a transnational criminal organization responsible for fentanyl and other narcotics distribution, highlighting entity relationships and operational linkages derived from investigative data. In the United Kingdom, the National County Lines Coordination Centre utilized the tool to process police national database records on county lines operations—a model of intra-urban drug distribution involving exploitation and violence—enabling visualization of offender networks and supply chains from 2018 onward. Integration with case management platforms, such as i2 iBase, allows analysts to append evidentiary properties to entities, links, and timelines, preserving and source attributions that support chain-of-custody requirements. Exported charts and reports from Analyst's Notebook have been presented in proceedings, as their structured formats facilitate demonstration of causal connections between suspects, assets, and activities without altering underlying records. This approach aligns with forensic standards for admissibility, as noted in evaluations of tools where visualizations must trace back to verifiable inputs to withstand judicial scrutiny. Agency reports indicate that the software streamlines investigative workflows by consolidating disparate sources into actionable visuals, thereby shortening phases in multidimensional cases. documentation specifies that Analyst's Notebook reduces time and costs in handling temporal, geospatial, and associative for probes. For example, the Police Department's Real Time Crime Center and Investigations Unit reported employing it for in ongoing criminal matters as of , integrating with iBase to expedite from and records . Such applications have been documented in counter-narcotics contexts across U.S. and operations, though quantitative impacts on rates remain case-specific and tied to broader evidentiary processes rather than the tool alone.

Intelligence and National Security

i2 Analyst's Notebook has been employed by intelligence agencies and military organizations for threat assessment and counter-terrorism operations, enabling analysts to visualize from disparate data sources such as communications intercepts, financial transactions, and geospatial information. In counter-terrorism contexts, the software facilitates to identify patterns in terrorist cells, including mappings of influence networks in regions like , where it supports the disruption of operational structures by highlighting key nodes and relationships. United Nations Office on Drugs and Crime (UNODC) training programs have integrated the tool for counter-terrorism analysts, emphasizing its role in predictive modeling and network disruption to prevent attacks. The software's architecture supports handling of classified data through integration with secure platforms like i2 Analyze, which enforces dimensions and access controls to classify records and restrict viewing or editing based on user permissions. This enables its use in environments where analysts process sensitive without compromising operational , as evidenced by its adoption in and workflows for threat . While effective for detecting hidden patterns in sparse datasets, Analyst's Notebook's reliance on algorithmic visualizations can generate false positives, particularly when volumes are low or connections are inferred from incomplete evidence, necessitating rigorous human oversight to mitigate and overreach in threat prioritization. General analyses of threat tools highlight that unchecked risks amplifying noise into actionable alerts, underscoring the importance of validation in counter-terrorism applications to balance detection efficacy with accuracy.

Commercial and Fraud Analysis

i2 Analyst's Notebook facilitates detection in commercial settings by enabling visualization of transaction networks, revealing anomalies such as unusual patterns in financial flows or entity connections that indicate illicit activity. In banking and , it supports analysis of application , employee or , and or through of internal, , and open-source data into interactive charts. This approach uncovers non-obvious relationships via multi-dimensional analysis, including associations, temporal sequences, and geospatial elements, which rules-based systems often miss. Private financial institutions have applied the tool to expedite investigations; for instance, uses it to connect potentially suspicious transactions, thereby streamlining analysis. Similarly, integration with data connectors like BlueFusion has enabled detection of , terrorist financing, , and by reducing manual data handling and analyst time by up to 400%. In one reported case from the sector, analysts identified a fraudulent claim in under three hours using the software, compared to months without it. A global specializing in , , and employs it alongside iBase to map complex risks from case management systems and external records, informing counter-fraud strategies. Beyond core visualization, the software adapts to needs in private firms by allowing custom entity properties for risk scoring and monitoring, such as anti-money laundering (AML) protocols. It aggregates structured and into a unified view, supporting drag-and-drop queries across large datasets to accelerate reporting from days to hours and enhance regulatory adherence without requiring advanced programming skills. These capabilities extend its law enforcement origins to corporate , where over 35,000 users across leverage it for proactive threat identification.

Reception and Impact

Adoption and Notable Successes

i2 Analyst's Notebook has achieved widespread adoption among and intelligence agencies globally, with over 4,500 users deployed across more than 140 countries as reported by the software's developers and partners. In the United States, the (FBI) entered a five-year contract in 2006 for access to the software through distributor ChoicePoint, recognizing it as a leading tool for probing criminal networks. Other agencies, including INTERPOL's General Secretariat and the , have integrated it into operational workflows for tactical analysis. The software's training ecosystem underscores its scale of implementation, with offering official s such as the Certified for i2 's Notebook versions 8.9 and 9.0, targeted at users with at least six months of hands-on experience to ensure proficiency in advanced and . These s, alongside specialized courses from providers like the International Association of s, reflect institutional commitments to building capacity, as evidenced by regular sessions limited to small cohorts for practical skill development. Notable successes include its role in resolving hundreds of investigations over two decades by Brazil's Civil Force, leveraging the tool's to connect disparate evidence in complex cases. INTERPOL utilized it to identify and apprehend jewelry thieves through in transnational . In detection, a unit employing i2 Analyst's Notebook alongside iBase halted insurance schemes within five months of deployment, preventing premium losses via enhanced entity . Similarly, starting from a single suspect name, analysts uncovered a large-scale healthcare ring by visualizing billing networks and anomalies. The Oregon credited the software with solving an attempted homicide by integrating multi-source into actionable charts. These outcomes demonstrate gains, with some implementations reporting up to 400% reductions in time for pattern identification.

Criticisms and Limitations

Analyst's Notebook's high licensing costs, starting at approximately $7,160 annually per user, pose a barrier to adoption, particularly for smaller agencies or organizations with limited budgets. This pricing model, combined with the need for concurrent user licenses, often results in underutilization outside of well-funded entities such as large police departments or national intelligence agencies. The software features a steep and clunky interface, requiring users to possess specialized knowledge in data visualization and , which can frustrate novices and extend training periods. Many workflows remain heavily manual, necessitating extensive user intervention to create relationships between entities and repeatedly tweak charts for optimal presentation, increasing susceptibility to . This manual emphasis contrasts with more automated alternatives incorporating , as Analyst's Notebook lacks advanced predictive modeling or AI-driven features, limiting its efficiency for complex, high-volume analyses. Performance limitations emerge with large datasets, where the software struggles to handle extensive entities—often capping practical use at fewer than thousands—leading to slowdowns, memory overload, and potential crashes during operations like expansion. data formats further restrict , locking users into vendor-specific ecosystems and complicating data export for integration with other tools. In and applications, flawed input can propagate es through visualizations, potentially amplifying or anchoring effects in interpretations, though no documented major scandals directly attribute systemic errors to the software itself. Critics note that without built-in safeguards for detection, reliance on user-driven inputs heightens risks in high-stakes contexts, underscoring the need for rigorous protocols.

Comparisons with Alternatives

IBM i2 Analyst's Notebook offers greater depth in proprietary and visualization capabilities compared to open-source alternatives like , which excels in affordability and community-driven flexibility for exploratory network graphing but lacks robust integration with enterprise data sources and advanced analytical algorithms tailored for investigative workflows. , being free and open-source, supports static visualizations suitable for academic or journalistic use, yet it requires manual scripting for complex imports and offers limited scalability for large-scale datasets, whereas Analyst's Notebook provides pre-built templates and automated chart generation that enhance output quality for pattern detection in structured intelligence data. This trade-off favors Analyst's Notebook for precision in manual entity-relationship mapping, as noted by users in professional intelligence contexts who prioritize verifiable causal linkages over 's more generalized, less controlled exploration tools. In contrast to enterprise platforms like Gotham, Analyst's Notebook emphasizes manual control and customizable visualizations that support detailed in link charts, but it trails in automated processing and real-time ontology-driven integrations that leverages for handling petabyte-scale datasets across distributed systems. 's higher enables scalable fraud detection and , often at a premium cost prohibitive for smaller agencies—estimated in the millions annually—while Analyst's Notebook's licensing, though also commercial and opaque in public pricing, aligns better with focused investigative tasks requiring human oversight to avoid algorithmic biases in correlation-heavy outputs. practitioners frequently commend Analyst's Notebook for its chart precision and timeline fidelity in criminal investigations, viewing it as superior for hypothesis-testing scenarios where might obscure evidential chains, though critics in scalable environments prefer 's for routine, high-volume tasks. Similar dynamics apply to tools like Maltego, which provides cost-effective OSINT-focused transforms and graphical linkages at lower entry points (with community editions and tiers starting under $1,000 annually), but yields lower output quality in structured data handling compared to Analyst's Notebook's advanced analytical scoring and weighting for . Maltego's strength in rapid entity extraction from public sources offers flexibility for ad-hoc queries, yet it demands more user intervention for custom causal modeling, positioning Analyst's Notebook as preferable for depth in , evidence-based analyses despite its higher implementation costs and steeper . Overall, these comparisons underscore Analyst's Notebook's niche in high-fidelity precision for specialized users, balanced against alternatives' advantages in cost accessibility and automated scalability for broader or less intensive applications.

Recent Developments

Version Updates and Enhancements

The Analyst's Notebook version 10.0, released in July 2023, introduced 64-bit support, enabling compatibility with modern 64-bit operating systems and improved handling of large datasets previously limited by 32-bit constraints. This update included performance optimizations such as faster searches and selections, reducing processing times for and tasks. enhancements encompassed new tools like the List Records feature for streamlined data review and updated conditional formatting operators to improve pattern detection in charts. Subsequent releases, including version 10.0.1 in late 2023, added new sets and further to leverage the 64-bit framework, alongside expanded language support for usability in diverse environments. By 2024, version 10.1.0 delivered modernizations, including a refreshed toolbar and categorized picker for quicker access to visual elements, facilitating more efficient construction. Analytical capabilities were bolstered with enhancements to , such as improved temporal analysis via time wheels and , alongside refined color schemes and highlighting tools to enhance visibility of connections and anomalies in complex entity-link diagrams. Backward compatibility remains a core design principle, allowing charts created in prior versions to open and edit seamlessly in v10.x, with no reported disruptions to workflows during upgrades. support lifecycle policies predict end-of- for recent 64-bit iterations around March 2027, providing organizations a multi-year window for transition while maintenance focuses on security patches and minor fixes.

Ownership Changes and Market Position

In January 2022, N. Harris Computer Corporation acquired the from , including Analyst's Notebook, transitioning ownership from a broad enterprise technology giant to a specialized provider focused on solutions. This divestiture ended IBM's stewardship, which had begun with its acquisition of , and positioned the software under Harris's branding for continued development targeted at and users. The Harris acquisition has ensured sustained technical support and periodic updates, as evidenced by ongoing product releases through , but reflects a narrower strategic emphasis on niche applications in and rather than expansive . Harris's portfolio orientation toward government and regulated industries may limit adaptability to general commercial , potentially constraining broader market expansion amid evolving user demands for integrated ecosystems. Analyst's Notebook maintains a foothold in specialized investigative workflows, yet faces erosion from cloud-native competitors like Tableau and , which provide scalable visualization and analytics without heavy on-premise dependencies, alongside graph-focused tools such as Maltego and Linkurious for . To counter user attrition, offers subscription bundles combining Analyst's Notebook with complementary i2 tools, aiming to lock in legacy installations through bundled value. Sustainability hinges on adapting to hybrid environments, with Harris emphasizing AI-enhanced features for pattern detection in future iterations, though validation requires peer-reviewed case studies or benchmark data demonstrating superior outcomes over cloud alternatives in controlled deployments. Market trends favor agile, subscription-based platforms, underscoring the need for empirical evidence of Analyst's Notebook's edge in high-stakes, structured analysis to offset competitive pressures.

References

  1. [1]
    i2 Analyst's Notebook - Discover and deliver actionable intelligence
    i2® Analyst's Notebook® is an advanced visual analysis software tool designed to support analysts in their investigations to combat criminal activities.Analysts Notebook · Subscription Bundle · Book a demo
  2. [2]
    About Us - i2 Group
    Our history. For over 30 years and with a presence in over ... Our solutions are the industry standard and include the market-leading i2 Analyst's Notebook.
  3. [3]
    Product Release - July 2023 - i2 Group
    i2 Group is pleased to announce this latest release which sees numerous improvements including i2 Analyst's Notebook v10 64-bit.Missing: ownership history
  4. [4]
    Enhanced investigative analysis to deliver prosecutable human ...
    “Using i2 Analyst's Notebook has helped me to understand how important it is for investigators to be more hands-on during the analytical phase of investigations ...
  5. [5]
    Using i2 Analyst's Notebook to Map al-Qaeda's Influence in Syria
    Aug 12, 2017 · In this Praescient demonstration, we showcase how IBM i2 Analyst's Notebook can be implemented in counterterrorism use cases, ...<|control11|><|separator|>
  6. [6]
    Silver Lake Buying i2 for $185 Million - Venture Capital Journal
    Apr 24, 2008 · The original i2 was founded in 1990 and was the early pioneer of advanced intelligence link analysis and visualization. The company has been ...
  7. [7]
    i2 Group sign exclusive global license agreement with Shortest Path ...
    i2 Group, the leading supplier of investigation and link analysis software ... Founded in 1990 in Cambridge, UK, i2 Group develops pioneering software ...
  8. [8]
    2 Companies Cash In on Security Work - The Washington Post
    Jan 28, 2004 · I2 Inc. is the Springfield-based subsidiary of a company founded in 1990 in Britain. Scotland Yard was its first customer. The privately ...
  9. [9]
    IBM i2 Analyst Notebook : Visualisation and Charting Software
    Oct 1, 2024 · Analysis of data using i2 Analyst Notebook allows the user to identify actionable intelligence hidden within disparate data sets.Missing: notable | Show results with:notable
  10. [10]
    What Now For i2 Customers? - DataWalk
    The roots of i2 started with the founding of i2 Limited in 1990, and in the ensuing years this aging technology has been passed to ChoicePoint, Silver Lake ...Missing: origins | Show results with:origins
  11. [11]
    Comparison of i2 Analyst's Notebook from IBM Harris to Sentinel ...
    i2 Analyst's Notebook from Harris (formerly IBM) has dominated the data analyst market for years. While the technology was leading edge when it was introduced ...Missing: origins founding history
  12. [12]
    [PDF] IBM i2 Analyst's Notebook Social Network Analysis - Good Times
    A brief background on the origins of SNA, how it may be of use to people conducting intelligence analysis, a description of the SNA measures implemented in ...Missing: timeline algorithms
  13. [13]
    [PDF] Fraud Analytics | Bell Integration
    IBM i2 Analyst's Notebook helps Skipton's financial crime analysts identify connections between potentially suspicious transactions and reduce investigation ...
  14. [14]
    I2 Analysts Notebook | PDF | Computers - Scribd
    visual analysis software tool designed to. support analysts in their investigations to combat criminal activities. The intuitive, modern user experience reduces.
  15. [15]
    IBM Completes i2 Acquisition to Expand Big Data Analytics Portfolio ...
    Oct 5, 2011 · ARMONK, N.Y., Oct. 5, 2011 /PRNewswire/ -- IBM (NYSE: IBM) today announced it has completed its acquisition of i2.Missing: date | Show results with:date
  16. [16]
    IBM Buys Crime Prevention And Data Intelligence ... - TechCrunch
    Aug 31, 2011 · IBM Buys Crime Prevention And Data Intelligence Software Developer i2. Leena Rao. 6:28 AM PDT · August 31, 2011. IBM is announcing the ...
  17. [17]
    Harris acquires i2 product portfolio from IBM - GlobeNewswire
    Jan 4, 2022 · Harris acquires i2 product portfolio from IBM. January ... Analyst's Notebook, i2 Enterprise Insight Analysis (EIA) and i2 iBase platforms.Missing: date | Show results with:date
  18. [18]
    News for the i2 community: IBM i2 becomes i2 Group - DataExpert EN
    We recently received word from Harris Computer that they have acquired the i2 portfolio from IBM effective 1 January 2022. i2 has been the world's leading ...Missing: 2021 | Show results with:2021
  19. [19]
    i2 Analyst's Notebook Premium_9.2.4 - Divestiture notification - IBM
    Jun 12, 2025 · Effective January 1, 2022, N. Harris Computer Corporation (“Harris”) acquired the IBM i2 product portfolio which includes i2 Analyst's Notebook®, i2 iBase, i2 ...
  20. [20]
    i2 Analyst's Notebook subscription bundle - i2 Group
    Our new i2 Analyst's Notebook annual subscription offering means you get all the functionality of the global industry standard for visual analysis.
  21. [21]
    Product Release - June 2022 - i2 Group
    In this release, the i2 product suite has been rebranded to proudly reflect the new independent status of i2 Group as part of Harris, as well as a host of new ...
  22. [22]
    [PDF] i2 Analyze: Documentation - IBM
    ... Analyst's Notebook Premium ... (ELP). • An entity represents a real-world object, such as a person or a car. • A link associates two entities with each ...
  23. [23]
    [PDF] IBM i2 Enterprise Insight Analysis: Data Model White Paper
    Records refer to their type in the i2 Analyze schema, to their original source data, and to other records in ELP relationships. ... Analyst's Notebook charts as ...
  24. [24]
    Entity types, link types, and property types - i2 Group documentation
    In the i2 Analyze data model, entity types and link types that determine what entities and links can appear in the data to which the schema applies.
  25. [25]
    Identifiers in i2 Analyze records - i2 Group documentation
    Records use identifiers to refer to their type in an i2 Analyze schema, to their original source data, and to other records in ELP relationships. ... Using an i2 ...
  26. [26]
    How to chart data - i2 Group documentation
    Several example charts are provided with Analyst's Notebook. They show examples of how you might want to chart and store information.Missing: based | Show results with:based
  27. [27]
    file extensions table - GitHub Gist
    "ALI","SAP Proprietary Format Document File". "ALI","Inspect3D Aligned ... "ANB","Analyst's Notebook Analytical Chart (i2 Ltd.)" "ANC","Canon Computer ...
  28. [28]
    Import data formats - i2 Group documentation
    Analyst's Notebook can import data from spreadsheet files, XML files, and from any text file in which each line describes a similar but discrete piece of ...Missing: capabilities property inheritance
  29. [29]
    Importing with a specification - i2 Group documentation
    An import specification defines how Analyst's Notebook interprets data imported from other file formats and converts the data into entities and links for ...Missing: CSV property inheritance
  30. [30]
    How-To Speed up Importing in i2 - i2 Support Portal
    Sep 24, 2024 · Important : Analyst's Notebook is not suited to import very large volume of data. There's no hard limit, but importing more than a couple ...Missing: scalability limitations
  31. [31]
    Importing large amounts of data into IBM i2 Analyst's Notebook can ...
    Jun 16, 2018 · While Analyst's Notebook does have the ability to process large amounts of data on its own, the import process is limited to using a maximum ...
  32. [32]
    An i2 Analyst's Notebook Tutorial: Basic Training for an i2 Ninja
    Apr 11, 2020 · This post is a quick tutorial on the basics of i2 Analyst's Notebook. It is meant for a new or inexperienced i2 user.Missing: ELP | Show results with:ELP
  33. [33]
    Entities - i2 Group documentation
    You can choose how to display entities on your chart surface by using different entity representations, for example icon, event frame, or theme line. Table 1.
  34. [34]
    Links - i2 Group documentation
    A link represents a relationship between two entities, such as ownership of a vehicle by a person or a transaction between two bank accounts.<|separator|>
  35. [35]
    What is link analysis and link visualization? - i2 Group
    Link analysis is a methodology used to examine and visualize the relationships between entities, such as People, Objects, Locations, and Events.
  36. [36]
    Chart layouts - i2 Group documentation
    Analyst's Notebook provides two main types of layout, depending on what data your chart contains: Layouts for association charts; Layouts for timeline charts.Missing: algorithms force-
  37. [37]
    8 - Analyst's Notebook - Getting Started - The Style toolbar - YouTube
    Aug 30, 2022 · This video shows how to use the Style toolbar to emphasize important information on your chart, as well as how to setup conditional format ...Missing: features placement drawing themes
  38. [38]
    Exporting charts - i2 Group documentation
    Exporting charts ; Charts, Bitmap with associated metadata, To copy a chart, ensure that no items are selected before selecting Edit > Copy Chart. ; Chart items ...
  39. [39]
    [PDF] IBM i2 Analyst's Notebook: User Help
    Welcome to the IBM i2 Analyst's Notebook® documentation, where you can find information about how to use IBM i2 Analyst's Notebook in your investigations.
  40. [40]
    [PDF] IBM i2 Analyst's Notebook - Good Times
    “ Powerful intelligent semantic searching and matching capabilities help analysts search, match and analyze data from disparate data sources.” Page 4. White ...<|separator|>
  41. [41]
    Using i2 Analyst's Notebook - i2 Group documentation
    Analyst's Notebook provides a number of tools to help detect and resolve any duplication without the loss of critical data.Missing: introduction ELP
  42. [42]
    i2 Analyst's Notebook Reviews & Pricing - SelectHub
    Rating 100% (3) · $7,160.00 · Utilities/Toolsi2 Analyst's Notebook is a sophisticated software tool designed to facilitate advanced data analysis and visualization, particularly in the realm of Business ...Missing: origins | Show results with:origins<|separator|>
  43. [43]
    Degree - i2 Group documentation
    Degree centrality measures how connected an entity is by counting the number of direct links each entity has to others in the network.
  44. [44]
    Centrality and centrality measures - i2 Group documentation
    Analyst's Notebook calculates betweenness, closeness, degree, and eigenvector centrality measures to provide different perspectives on the social relationships ...
  45. [45]
    Setting clustering and centrality measures - i2 Group documentation
    To change the centrality measure: Click the Analyze tab, and then in the Gain Insight group, click Social Network Analysis. The Social Network Analysis pane ...
  46. [46]
    How to enable logging in IBM i2 Analyst's Notebook Premium?
    Jun 14, 2021 · If using i2 Analyst's Notebook Premium in a VM environment then make sure that your VM has at least two processors. To turn on the logging in ...
  47. [47]
    Logging and auditing - i2 Group documentation
    To audit user activity, including activity due to Analyst's Notebook Premium and the Investigate Add-On, you write a class that implements the IAuditLogger ...Missing: reproducibility | Show results with:reproducibility
  48. [48]
    i2 iBase - Collaborative Database for Analysts - i2 Group
    iBase can be integrated with Analyst's Notebook for data entry, interactive information exploitation, searching and browsing – and results dissemination via ...
  49. [49]
    [PDF] Using IBM i2 iBase
    Integration with other products. iBase is closely integrated with IBM® i2® Analyst's Notebook® and some third-party mapping applications. If these products ...
  50. [50]
    IBM i2 Analyst's Notebook SDK: Product Overview White Paper
    Feb 19, 2022 · The IBM i2 Analyst's Notebook SDK (software development kit) enables organizations to extend the functionality of IBM i2 Analyst's Notebook or IBM i2 Analyst's ...Missing: integration plugins
  51. [51]
    [PDF] IBM i2 Analyst's Notebook SDK
    A plug-in is a custom ActiveX component that you can create which integrates into i2 Analyst's Notebook and enhances the application's existing functionality.
  52. [52]
    [PDF] Welcome to i2 Analyst's Notebook Connector for Esri
    Analyst's Notebook can use Esri to display charts alongside maps, so that you can integrate intelligence data and geospatial data on the map and chart. You can ...
  53. [53]
    Sintelix For I2
    The Sintelix for i2 plugin for Analyst Notebook provides document loading and extraction of entities, relationships and indicators.
  54. [54]
    IBM/i2-connect-server - GitHub
    This project (aka 'Project Lockdown') is intended for anyone looking to build connectors for the i2 Connect extension for i2 Analyze and i2 Enterprise ...
  55. [55]
    i2 Chart Features in U.S. Department of the Treasury Sanctions ...
    i2 Analyst's Notebook chart used by the US Department of the Treasury in imposing sanctions on a notorious Transnational Criminal Organization.
  56. [56]
    [EPUB] An Operational Analysis of County Lines and Serious Organised ...
    ... i2 Group, United Kingdom. Abstract. The Police National Database (PND) is an ... i2 was founded in 1990 to address the requirement for a software ...
  57. [57]
    [PDF] Surveillance Technology Usage Review i2 iBase Link Analysis
    Sep 29, 2023 · i2 Analyst's Notebook has the capability to graph social data captured from warrant returns on suspect mobile phones, however SPD personnel ...<|separator|>
  58. [58]
    [PDF] World Bank Document
    Mar 2, 2018 · It facilitates admissibility of evidence in court. It ... The IBM i2 Analyst's Notebook is a prominent example of available intelligence.Missing: evidentiary | Show results with:evidentiary<|control11|><|separator|>
  59. [59]
    [PDF] IBM i2 Analyst's Notebook: Documentation
    Analyst's Notebook is a rich, data-centric visual analysis environment that can reduce the costs and time that is associated with multidimensional analysis.
  60. [60]
    [PDF] Drug law enforcement systems for criminal intelligence ... - Unodc
    The project installed modern intelligence systems and i2 analysis software (“iBase” and “Analyst's Notebook”) in 18 counter narcotic agencies in the project ...
  61. [61]
    National Security Intelligence Tools & Software | i2Group
    Our industry-leading suite of modular products empowers analysts to transform vast and disparate data into actionable intelligence in near real time.
  62. [62]
    Counter Terrorism | Defense | i2 Group
    Ideal for counter-terrorism and counter-insurgency, our solutions excel in network analysis, handling large variations in data volume and type.
  63. [63]
    i2 Analyst's Notebook - RDTEX
    i2 Analyst's Notebook delivers timely, actionable intelligence to help identify, predict, prevent and disrupt criminal, terrorist and fraudulent activities.<|separator|>
  64. [64]
    UNODC's Advanced Training Equips Counter-Terrorism Analysts ...
    21 mei 2024 · Key highlights of the training curriculum included proficiency in i2 Analyst Notebook, Power BI, Predictive Modeling using Machine Learning, and ...
  65. [65]
    Practical training on the use of i2 Analyst notebook and predictive ...
    11 okt 2024 · United Nations · Practical training on the use of i2 Analyst notebook and predictive models to counter terrorism for the officials of FIA.
  66. [66]
    Editing record security - i2 Group documentation
    In i2 Analyze, the server maintains a set of security dimensions whose dimension values are used to classify records. Your ability to view or edit a record is ...Missing: IBM | Show results with:IBM
  67. [67]
    IBM Certified Analyst - i2 Analysts Notebook V8.9
    This intermediate level certification is intended for professionals who are regular users of IBM i2 Analyst's Notebook V8.9. A minimum of six (6) months of ...
  68. [68]
    [PDF] IBM i2 threat intelligence analysis software portfolio
    i2 Analyst's Notebook is a stand-alone desktop product designed to provide users with a powerful, multi-dimensional visual analysis tool to help turn data into ...<|separator|>
  69. [69]
    False Positives Are Killing Your Threat Intelligence: How to Fix It
    Mar 6, 2025 · False positives waste time, cause alert fatigue, and increase response times for real threats. They are caused by overly aggressive feeds, lack ...
  70. [70]
    Supercharging SOC Efficiency with Smarter Threat Intel
    Nov 14, 2024 · Why? False positives disrupt operations by overloading analysts with unnecessary alerts. This leads to alert fatigue, where overwhelmed security ...
  71. [71]
    Banking & Finance Intelligence Software and Tools | i2Group
    i2 Group solutions offer a proven counter-fraud platform used by many organizations within the banking, insurance and wider financial services sectors.Missing: detection | Show results with:detection
  72. [72]
    Anti-Fraud Solutions | IBM i2 offerings | Northdoor PLC
    To help banks and insurers monitor, detect, investigate and mitigate sophisticated fraudulent activities, Northdoor offers advanced analytics solutions based ...Missing: history | Show results with:history
  73. [73]
    Fight Financial Fraud faster using i2 Analyst's Notebook and ...
    Jul 15, 2020 · Reducing analysts time by as much as 400% and allowing them to find fraudsters faster with minimal data points!Missing: UK 1990s 2000s<|control11|><|separator|>
  74. [74]
    [PDF] IBM i2 Fraud Intelligence Analysis
    “Using Analyst's Notebook, I was able to clearly identify a claim as fraudulent in less than three hours, an accomplishment that would have taken months without ...Missing: studies | Show results with:studies
  75. [75]
    Mapping and analysis tool informs market-leading counter fraud ...
    Case study into how a global law firm operating in insurance, transport, energy, infrastructure and trade, uses i2 Analyst's Notebook in its fraud ...
  76. [76]
    Four Inc. & i2 Group Partner to bring i2 Intelligence Analysis ...
    Sep 9, 2022 · Their products have been proven in countless real-world operations and are relied upon by 4,500+ users in more than 140 countries. www ...<|separator|>
  77. [77]
    Harris i2 - PT. Blue Power Technology
    Trusted by more than 4,500 users across 140 countries, our proven products have played pivotal roles in numerous real-world operations. Typing. User-Friendly ...
  78. [78]
    FBI signs five-year contract with ChoicePoint for analyst software
    Apr 3, 2006 · Analyst's Notebook is the leading tool of its kind to help intelligence analysts probe the inner workings of criminal enterprises, according to ...
  79. [79]
    Case Studies - i2 Group
    This is a case study into how a global law firm*, operating in insurance,. Brazilian civil police force resolving hundreds of investigations over 20 years ...Missing: development crime
  80. [80]
    IBM Certified Analyst - i2 Analysts Notebook V9
    This intermediate level certification is intended for professionals who are regular end users of IBM i2 Analyst's Notebook v9. A minimum of six (6) months ...Missing: scale | Show results with:scale
  81. [81]
    i2 Analyst Notebook Basic Certification - IACA
    The i2 Series of training webinars was originally presented in 2020 by Total Intelligence Group and all 12 classes were recorded.Missing: scale | Show results with:scale
  82. [82]
    [PDF] i2 Analyst's Notebook Training
    All training courses are limited to a maximum of. 12 students. This is to ... Class Size. ~25. 12. 12. 12. Price (Individual). Free. $990. $1,485. $1,980. Price ...<|control11|><|separator|>
  83. [83]
    https://i2group.com/articles/brazilian-civil-police-force-resolving-hundreds-of-investigations-over-20-years-thanks-to-i2
  84. [84]
    https://i2group.com/articles/interpol-uses-i2-to-catch-jewellery-thieves
  85. [85]
    Stopping Insurance Fraud and Saving Our Premiums - i2 Group
    The implementation of iBase and i2 Analyst's Notebook allowed the FIU to not only detect, but stop fraud. Within five months of utilizing i2 software, the ...Missing: notable | Show results with:notable
  86. [86]
    A Single Name Uncovers Massive Healthcare Fraud - i2 Group
    How i2 Analyst Notebook and iBase were used to uncover a large-scale healthcare fraud ring from a single name.Missing: notable successes
  87. [87]
    https://i2group.com/articles/solving-an-attempted-homicide-in-oregon
  88. [88]
    Tableau Public vs i2 Analyst's Notebook | Which Data Visualization ...
    Oct 13, 2025 · Another notable drawback is the software's limitation in handling extremely large datasets, where performance can become an issue unless the ...
  89. [89]
    what are the pros, cons and differences of using i2 (iBase ... - Quora
    Feb 7, 2014 · i2 is not longer an IBM product. The i2 portfolio was sold to Harris Group in January 2022. The deal incuded the i2 Analyst's Notebook, i2 ...
  90. [90]
    Need software recommendation : r/sna - Reddit
    Oct 31, 2016 · I currently use IBM's i2 Analyst's Notebook. However, I'm finding that it has some very severe limitations in terms of how many entities it can ...
  91. [91]
    (PDF) IT-induced cognitive biases in intelligence analysis: big data ...
    Aug 6, 2025 · This article investigates the relationship between cognitive biases and big data analytics in the intelligence domain.
  92. [92]
    Buyers guide: link analysis tools - DataWalk
    Gephi®: An open source product, without cost, often used by researchers, academics, and journalists. Harris® i2® Analyst's Notebook® (ANB): Commercial ...
  93. [93]
    Tools - Untangled - Knight Lab
    IBM® i2® Analyst's Notebook® allows users to perform data analysis and visualization. ... Gephi. Gephi is free, open source software for network ...Missing: comparison | Show results with:comparison
  94. [94]
    What is a good, open source alternative for IBM's i2 Analyst's ...
    Dec 2, 2014 · IBM i2 Analyst's Notebook is the standard for link analysis. It is used across the globe to help identify and analyze a wide spectrum of data ...what are the pros, cons and differences of using i2 (iBase ... - QuoraIs there any intelligence analysis software like IBM i2? - QuoraMore results from www.quora.comMissing: comparison | Show results with:comparison
  95. [95]
    DataWalk: An IBM i2 Alternative
    Cost-effective: Enterprise-class IBM i2 alternatives such as Palantir Gotham and IBM i2 EIA are beyond the budgets of most organizations. DataWalk is a fraction ...
  96. [96]
    Palantir Gotham - IBM i2 Analyst's Notebook
    Mar 30, 2024 · Here are some key differences between Palantir Gotham, IBM i2 Analyst's Notebook, and SAS Visual Investigator: 1.
  97. [97]
    Maltego Pricing
    Discover Maltego's pricing plans to find the perfect solution for your data needs. Compare and choose today!Missing: Notebook | Show results with:Notebook<|control11|><|separator|>
  98. [98]
    IBM i2 Analyst's Notebook Alternatives and Similar Software
    Apr 5, 2025 · The best IBM i2 Analyst's Notebook alternatives are LibreOffice, Maltego and PhoneInfoga. Our crowd-sourced lists contains more than 10 apps ...
  99. [99]
    Compare Harris/IBM i2 Analyst's Notebook to Sentinel Visualizer
    i2 Analyst Notebook feature, price and license cost comparison to Sentinel Visualizer with Link Analysis, Social Network Analysis (SNA), Timelines, ...
  100. [100]
    Release notes - i2 Analyst's Notebook 10.0.0
    Version 10.0.0 includes 64-bit support, List Records tool, Highlight Selection tool, new selection tools, and new conditional formatting operators.Missing: IBM | Show results with:IBM
  101. [101]
    Release notes - i2 Analyst's Notebook 10.0.1
    Supported software (optional) ... This release of i2 Analyst's Notebook 10.0.1 is the last version to support Microsoft Office 2016. ... Specific version support is ...
  102. [102]
    Release notes - Analysis Hub Apr.2025.2 - i2 Group documentation
    Release highlight details - Analyst's Notebook 10.1.0 Updated user interface The user interface has been refreshed with an updated ribbon toolbar and a new ...
  103. [103]
    i2 Group updated i2 Analyst's Notebook, iBase and Analysis Hub
    Oct 17, 2024 · i2 Analyst's Notebook version 10.1.0 has the following new and updated features: Updated user interface – the user interface has been refreshed ...Missing: 2023 | Show results with:2023
  104. [104]
    Webinar What's New with i2 - YouTube
    Aug 22, 2023 · Analyst's Notebook 10: 64-bit app modernization Analytical tool enhancements: time wheel, tabular data view, temporal analysis with bar ...
  105. [105]
    Analysts Notebook - i2 Support Portal
    Analyst's Notebook is a rich, data-centric, visual analysis environment that can reduce the costs and time associated with multidimensional analysis.Missing: enhancements | Show results with:enhancements
  106. [106]
    Harris Acquires i2 Product Portfolio from IBM - i2 Group
    Harris, a global vertical market software provider, has acquired the i2 intelligence analysis product portfolio of IBM, including the i2 Analyst's Notebook, i2 ...Missing: 2021 | Show results with:2021
  107. [107]
    i2 Analyst's Notebook_9.3.1 - Divestiture notification - IBM
    Jun 12, 2025 · i2 Analyst's Notebook 9.3.1 is divested from IBM as of 2022-01-01 which means this offering is now owned by N. Harris Computer Corporation.
  108. [108]
    Harris acquires i2 product portfolio from IBM - Evertiq
    Jan 7, 2022 · Software provider Harris says that it has acquired the i2 intelligence analysis product portfolio of IBM, including the i2 Analyst's ...Missing: transitions | Show results with:transitions
  109. [109]
    Best i2 Analyst's Notebook Alternatives 2025 | Capterra
    i2 Analyst's Notebook. Starting from: $0.01/Per Month. Pricing Model: Per User. Overall Rating: 5.0 (3). Ease of Use. 3.7. Customer Service. 4.7. Features. 4.3.Missing: cost | Show results with:cost
  110. [110]
    Is Linkurious an alternative to i2 Analyst's Notebook?
    Jun 10, 2025 · i2 Analyst's Notebook has a long history and is well adapted for small scale projects with limited collaboration and experienced users. When ...
  111. [111]
    https://www.selecthub.com/data-visualization-tools/i2-analyst-s-notebook/alternatives/