Research that cites its sources — and calls a human when it can't.
Ask it like you'd ask your sharpest analyst. expertOS answers from verified sources, marks what it can't confirm, and lines up calls with the people who actually know — no retainer, no per-seat network.
See how it worksThe rare AI willing to admit “I don't know.”
Each answer carries a confidence label. Once the evidence thins out, expertOS hands the question to a human expert rather than filling the gap with a guess.
Grounded in a citable primary source — filings, annual reports, transcripts, or earlier expert sessions. Click any claim and you land on the evidence behind it.
“At large IDNs, ambient-scribing cap-ex climbed 38% year over year.”
HFMA 2026 · pg 22Stitched together from a handful of verified data points. Flagged as inference every time — never dressed up as fact. The weight you give it is your call.
“For mid-market, per-seat pricing works out to roughly ~$900/mo.”
~ from 4 sourcesGuessing is off the table. Instead, the agent writes the exact question and sends it straight to the single person in our network equipped to answer it.
“What terms did your procurement team actually land on?”
? route to expertFrom open question to board-ready answer, inside a day.
Every hand-off waits on your sign-off. Rewrite the questions, pick a different expert, rewatch the transcript. There are no moves made behind your back.
Type it the way you’d say it.
Ask in plain language. The agent digs in like your sharpest analyst would — no query syntax, no setup.
Which vertical SaaS platforms have embedded payments live today, and where do the economics get tricky?
Every claim traces back to where it came from.
Answers are grounded in primary material — briefs, transcripts, prior sessions — and each one is one click from its evidence.
Every blank spot becomes an editable question.
What the documents can’t answer turns into a precise list of questions for a human — yours to rewrite before anything is sent.
- 01“What net take rate did they actually negotiate?”
- 02“Who owns the payments P&L — product or finance?”
- 03“What broke in the first 90 days of go-live?”
Sent straight to the one expert who can answer it.
The agent matches each open question to the single person whose lived experience covers it — and waits for your approval.
Booked around the expert’s calendar, not yours.
Short, well-scoped calls slot into the expert’s availability automatically — usually 15 to 30 minutes, a handful of questions each.
One living report — citations on every claim.
Forward it to the board, paste it into your strategy doc, or keep questioning it. Every expert call replays on demand and the audit trail stays with your team.
Platforms are split on whether to build or buy embedded payments 3 sources. The real lever is the net take rate Priya N. · interview. Expect provider terms to stay in flux through Q3 ~ from 2 calls.
The bill covers only what the AI can't answer on its own.
A typical project takes a few brief expert calls rather than hours of them. You're charged by what you use — no yearly seat license, no minimums.
First it was booked calls, then transcript libraries — now it's an agent that knows exactly when a call is worth making.
Ten expert calls
shouldn't stand between you and a decision.
Design partners are coming aboard now across tech, healthcare, and financial services. Pilots run two weeks. Nothing locks you in for a year.