About

We built the search we needed, then gave it away.

Duct is made by Tensflare, a company that builds trust infrastructure for consequential AI. Our job is to make AI outputs safe to act on. Duct applies the same idea to finding things: every answer shows exactly where it came from.

Where Duct came from

While building Docfide, our contract platform, we kept losing time to our own documents: the signed version of an agreement, the page of a judgment we had relied on, the policy someone wrote last year. They were spread across drives, inboxes and laptops, and the search tools we tried either missed scanned files or wanted our documents in someone else’s cloud.

So we built Duct: fast, private, able to read almost any file including scans, and honest about where every result comes from. It worked so well for us that we released it as open source, and made it a product of its own.

What we believe

Verification over trust

Any tool that tells you something should show you where it came from. Duct names the file and page for every result and opens it there, so you can check it in seconds.

Open infrastructure

Tools we build for ourselves are shared under permissive licences. The Duct app is Apache 2.0: you can read, run and change all of it, including exactly what it sends. The team server features are source-available under the Elastic License 2.0, so you can read and run those too.

Eat our own cooking

We run Tensflare on the same open-source Duct you download. If something doesn’t work, we feel it first.

Interoperability first

Open formats and standards over lock-in: an OpenAPI spec, plain exports to Word and CSV, and an index you keep on your own disk.

Private by design

Your documents stay on your computer or your own servers. The little data we do handle, for accounts and optional usage counts, is listed field by field.

Built for where we are

Duct works offline, reads scanned paper, and keeps data in the customer’s own country: the things that matter most to the teams we started with.

Tensflare

Tensflare builds verification, provenance and accountability infrastructure for AI used in high-stakes work such as law, contracts and regulation. Our team includes lawyers from private practice, regulators and capital markets, alongside engineers. We started in Lagos and work globally.

Visit tensflare.com →

Our products

  • Truss: the verification layer for consequential AI
  • Docfide: contract lifecycle management with specialist agents
  • Glawly: an AI operating system for law firms
  • RuyQA: an operating system for quality assurance testing
  • Duct: search you can verify, open source

Open source from Tensflare also includes HalluCase, MCP-Law, LegalVerify, Condicio and TenantBox.

Milestones

  1. 2024Tensflare is founded.
  2. 2025Docfide enters private preview, and Duct starts as an internal tool.
  3. June 2026Duct is released as open source.
  4. July 2026Tensflare joins the Coalition for Content Provenance and Authenticity (C2PA) as a contributor member.

Tensflare Ltd, a company registered in Nigeria, of Abuja, Federal Capital Territory, Nigeria.