Kshitij Sarve All work
03 · ProcurementHuman-gated

Autonomous Tender Intelligence

Reads long procurement documents, checks eligibility and prepares a grounded first draft.

Key decision

The agent drafts; a person signs off before anything is sent.

My contribution

Built an agent workflow for procurement document screening and drafting.

The constraint

Long tender documents need eligibility screening and grounded drafting, with a person approving the output.

How it works

The workflow parses procurement documents, screens eligibility and prepares a first draft using LangGraph and pgvector. A human approval gate comes before anything is sent.

The result

A grounded first draft and eligibility checks, while final sign-off stays with a person.

Stack

  • LangGraph
  • Agents
  • pgvector