For sell-side advisors and deal counsel
doloop reads the documents in a transaction and answers only what it can prove from them, with every number traced to its exact spot on the page. The same document gives the same answer every time, so a finding can be replayed for a regulator or an opposing party two years after close.
A data room now holds more pages than any team can read end to end. Financials, contracts, cap tables, disclosure schedules — the documents have outrun the people checking them. The common fix is an AI assistant that answers questions with a citation. But a citation only tells you where an answer claims to come from. It doesn't tell you the answer will be the same on the next run, that the number was read correctly, or that you can defend it in a dispute. An AI that won't repeat its own answer can't be the thing you tie out against.
It reads the room four ways, and each answer it gives is exact, repeatable, and tied to the source. Nothing is guessed. When it can't prove something, it says so rather than inventing an answer.
"Where does the room address change-of-control?"
Points you to the exact document and page, every time.
"Is this representation identical everywhere it appears?"
Shows whether a clause is the same across every document — and exactly where it drifted.
"Give me this schedule, and prove each figure."
Extracts every cell with a pointer to its box on the page. You verify it on screen before you ever export it — no separate reconciliation pass. Tested on long, scanned, real-world documents: every figure matched the source, identically, on every re-run.
"What is this, and what are its parts?"
Recognizes the document and its sections, so the right answer comes from the right place.
The answer you can sign off on. Exact, repeatable, traced to source. Use it for tie-out, disclosure schedules, and anything that has to hold up.
The answer to think with. When the room can't prove something and you still want a view, you can ask for a fluent best-guess — clearly marked as unverified. Use it to explore, never to decide.
The tool never dresses a guess as a fact. That line — proven on one side, flagged on the other — is the whole point.
When your team corrects something, or confirms a best-guess answer was right, that judgment is kept and applied next time — checked, recorded, and auditable. The questions the tool can answer with certainty grow deal over deal, while everything it tells you stays traceable to its source. Your work becomes the thing that makes the next deal faster.
Financial tie-out and disclosure-schedule preparation — the work where a wrong number carries real liability and a junior team spends most of its hours cross-checking figures against source. doloop does that checking at the source, the first time, and produces the trail you'd have built by hand. The result you keep is one you can stand behind long after the deal closes.