Making sense of
complex knowledge
sciknow.io is a consultancy specializing in agentic curation — using AI agents to systematically gather, structure, and reason about complex knowledge so you can act on it.
What we do
AI agents that don't just search — they read, extract, structure, and reason.
Knowledge Foraging
AI agents that systematically search, collect, and organize information from diverse sources — papers, patents, reports, databases.
Structured Sensemaking
Extracted facts mapped to typed knowledge graphs — not just embeddings and similarity, but real entities, relationships, and provenance.
Actionable Intelligence
Curated knowledge becomes analysis-ready — gap maps, competitive landscapes, evidence summaries, and structured reports.
The approach
RAG retrieves. Agentic curation comprehends. Our pipeline doesn't just find documents — it reads them, extracts structured facts, builds knowledge graphs, and reasons over the result.
Skillful-Alhazen
The open-source toolkit powering our work. Named after Ibn al-Haytham, the 10th century Arabic genius who pioneered the scientific method and discovered the optics of the eye, Skillful-Alhazen combines TypeDB knowledge graphs with Claude Code and modular skill agents.
Tech Stack
Ready to make sense of your knowledge?
Let's talk about how agentic curation can work for your domain.
Get in touch