What problem does it solve?
Organisations sit on years of documents, policies, contracts, and reports. Finding the right answer means searching folders, asking colleagues, or waiting for someone who remembers where something lives. Generic chatbots hallucinate. Shared drives do not understand context.
GIP brings your documents into one searchable place. Your team asks questions in plain language and gets answers with sources, so they can verify before they act. Automated workflows handle repeatable tasks with the same access controls and audit trail.
Who is it for?
Teams in financial services, healthcare, government, and other regulated environments where answers need to be traceable. Operations teams drowning in documents. Knowledge-heavy departments that cannot afford wrong answers delivered confidently.
GIP is not a general-purpose chatbot. It is built for organisations that need AI over their own data, with permissions, citations, and governance built in from the start.
Why did Gargi build it?
We kept seeing the same client request: "Can our team ask questions of our documents without sending data to a black box?" Off-the-shelf tools either lacked governance or required rebuilding everything from scratch.
We built GIP to prove we could deliver enterprise AI properly: tenant isolation, role-based access, cited answers, and audit logs as product features, not upsells. What we learn building GIP makes us better on client engagements. Client work makes GIP better.
GIP is live. Open it and try it yourself.