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Explore

Turn a pile of documents into cited answers and shareable briefings — through conversation.

Explore — overview

What it is

Explore turns a collection of documents — PDFs, reports, transcripts, whatever you’ve got — into answers you can trust and briefings you can share. You ask questions in plain language; it reads across the whole corpus, surfaces the patterns and contradictions, and cites every claim back to its source.

How it works

Three steps:

  • Upload a document collection — any mix of formats.
  • Explore it through guided conversation. An AI agent plans, searches and reads to answer — with a quick mode for fast questions and a deep-research mode for the ones that need digging.
  • Share the findings as polished, cited briefings and reports.

Explore's home canvas — the themes it has mapped from a document space, ready to explore

Built to be trusted

Explore is made for high-stakes knowledge work — due diligence, policy research, litigation support, research and intelligence — where a confident-but-wrong answer is worse than no answer at all. So every claim carries its citation, and it refuses to answer rather than invent when the documents don’t support it.

On mobile

A native app is in design — the same cited answers and mapped themes, in Explore’s dusk palette, made for reading a briefing on the train rather than at a desk.

Concept designs for the Explore mobile app — a cited answer with inline statistics and sources, and the findings home with themes worth exploring

The platform underneath

Explore is the first product built on The Fabric, Condelo’s AI platform — the ingestion, retrieval, agent and provenance layer that everything Condelo ships runs on. Explore is where those capabilities show up as a real, working product you can put your own documents into.

My role

I’m the product architect — shaping how The Fabric’s capabilities become one coherent product, from ingestion through the conversation to the shareable artefact at the end.

Where it’s at

In private beta. Request access at explore.condelo.app.

Have something in mind?

I’m always happy to talk through an architecture problem, a product to build, or an early-stage idea.

Let's talk