Executive Summary

Investigative teams—from OSINT researchers and journalists to corporate risk and compliance units—waste weeks stitching together data connectors, scrapers, and bespoke visualizations because existing tools are either monolithic and expensive or too generic. The result is slow time-to-insight, high engineering costs, and fragile workflows that hamper investigations. Build an on-demand, modular toolkit platform that lets users assemble and deploy composable visual microapps with AI-assisted connector and UI generation, a library of vetted data connectors (social, geospatial, financial) and embeddable visualization components. Offer low-code/no-code builders plus options for self-hosting and enterprise-grade provenance/audit trails, and a marketplace to share or buy prebuilt microapps. The opportunity is sizable and timely: a $2.4B addressable market (200K organizations × $12K ACV), supported by rising OSINT demand and a customer shift toward composable analytics; market and revenue scores (85/100 and 82/100) indicate strong commercial potential. LLM-enabled development meaningfully reduces build time, lowering the cost to prototype and expand into journalism, NGOs, law enforcement, and corporate risk teams. To stand out, prioritize speed and trust—AI-accelerated connector generation plus curated, provenance-aware microapps and enterprise security differentiate you from generic BI platforms and costly bespoke engineering. The main challenges are seeding the marketplace, ensuring data quality and legal compliance, and persuading early customers to replace entrenched ad hoc toolchains.

Market Opportunity

Build a fast, on-demand toolkit platform for visual investigators targets a $2.4B = 200K organizations × $12K ACV total addressable market with medium saturation and a year-over-year growth rate of 15% CAGR — driven by adoption of AI-enabled analytics and OSINT tooling (sources: Gartner/Forrester industry reports on AI in analytics and security).

Key trends driving demand: AI-assisted development — LLMs make it much faster to prototype and assemble data connectors and UIs, lowering build time for niche apps.; Rise of OSINT and investigative journalism — more organizations need tooling to analyze public data for stories, accountability, and risk assessment.; Composable analytics — customers prefer modular, embeddable visual components rather than monolithic platforms, enabling marketplaces of microapps.; Cloud-native visualization — managed GPU and browser‑accelerated renders make interactive 3D and large-graph visualizations feasible without heavy ops..

Key competitors include Maltego (Paterva), Recorded Future, Graphistry.

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Build a fast, on-demand toolkit platform for visual investigators

Executive Summary

Market Validation

Market Opportunity

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