Watch the machine work
Pick an SME persona, upload the sample documents, and our backend actually runs the end-to-end pipeline — extract, profile, ICV, lookalikes, match, then deterministic eligibility, ICV-path, deadline, pricing and compliance stages — against a live UAE government tender feed (ADGPG), plus a committed Bayanat open-data extract (CC BY 4.0). Every stage shows its data in and data out, labelled by what is real.
What's real: the endpoints are live serverless functions; the ADGPG tender feed is fetched live from an open UAE government API (with a committed snapshot fallback); the Bayanat open-data extract (CC BY 4.0) ships as a committed snapshot; and ICV, eligibility, the ICV-path optimiser, deadlines and compliance are deterministic real logic. Stubbed with sample outputs: extraction, lookalikes, ranking and price benchmark — real models drop in behind the same interfaces.