Founder · Platform
API-First OSINT Intelligence Platform
A unified intelligence API that aggregates public-source data, resolves entities, detects risks and relationships, and turns fragmented information into structured, AI-assisted intelligence.
- My role
- Founder and product engineer — product definition, data model, API design and AI workflow build.
- Status
- In active development.
What it does
The platform takes a name, company, domain or identifier and returns a structured intelligence record: resolved entities, connected people and organisations, risk signals and the public sources each finding came from — all through one API rather than a dozen dashboards.
The problem
Open-source intelligence work is spread across disconnected sources. Analysts spend most of their time collecting and reconciling records by hand, and the reasoning behind a conclusion rarely survives in a reviewable form.
The approach
An API-first design where collection, entity resolution, relationship mapping and risk detection are separate stages in one pipeline. AI is used for extraction, summarisation and triage, while every finding stays attached to the public source it came from so the output can be checked.
- API-first architecture so intelligence can be embedded into other tools rather than read in a dashboard.
- Entity resolution before analysis, so records about the same subject collapse into one entity.
- Source attribution on every extracted claim, treated as a build requirement instead of a reporting afterthought.
- AI used for extraction and triage, with deterministic code for anything that must be repeatable.
Outcome & status
Currently in active development, with the entity-resolution and structured-output layers as the focus of the current build.