I’ve been working on **SCOPE**, a local-first OSINT research platform that collects public information about companies and turns it into structured intelligence.

You enter a company, subsidiary, regional office, or business unit, and the platform runs a collection pipeline across sources such as websites, news, public profiles, job listings, and GitHub. It then extracts entities, maps relationships, records supporting evidence, and generates signals and research summaries.

Some of the things currently working:

* Multi-source web collection with deeper crawling
* AI-assisted entity and relationship resolution
* Interactive relationship graphs
* Evidence trails connecting findings to their sources
* Company changes, signals, predictions, and reports
* BYOK support for connecting your preferred LLM
* Local deployment, pipeline history, and investigation management

The goal isn’t to produce another AI summary where you have no idea how it reached its conclusions. I want useful claims to remain traceable to actual evidence and for the platform to help with real research—not just look impressive in a demo.

I should also be upfront: **I’m still a beginner**, and this is very much a learning project. There will probably be bugs, questionable decisions, missing functionality, and things that more experienced developers or OSINT researchers would approach differently.

That’s partly why I’ve made it open source. I’m happy to fix problems, address reported issues, reconsider existing decisions, and learn from people with more experience. Ideas, feature suggestions, bug reports, pull requests, and constructive criticism are all welcome.

I’m currently focusing on source coverage, relationship accuracy, deduplication, evidence quality, and making longer investigations more reliable.

Screenshots attached. I’d genuinely appreciate honest feedback:

* What would make this useful in a real investigation?
* Which sources or workflows are missing?
* What parts of the current approach would you distrust?
* Are there any obvious mistakes or security concerns?
* Would anyone be interested in testing or contributing?

GitHub: [**https://github.com/Samarth-23-eng/osint-platform**](https://github.com/Samarth-23-eng/osint-platform)

I’m a beginner who got tired of OSINT research turning into 40 open tabs, so I built an open-source platform for it