Typed demo live now · evidence engine underneath

The report changed. The answer shouldn't be a guess.

Talk to your records. Voice Memory checks corrections, conflicting values and missing approvals, then shows exactly what the evidence supports.

Ask the records

Illustrative synthetic records only. Not a diagnostic or clinically validated product.

SYN-0001 · Ferritin · collected 12 Oct “What's my ferritin?”
Preliminary · 13 Oct 5 ng/mL
Amended · 15 Oct 50 ng/mL
a-2026-10-amended.pdf · page 1

Amended 15 October 2026: ferritin result corrected from 5 to 50 (transcription error).

Corrected value “Your ferritin is 50 ng/mL. The 12 October result was corrected from 5 to 50, and I'm using the corrected value.”

Real engine output on fictional reports. Try it below.

The 80-second film

People read their records before anyone explains them.

Records change: a preliminary result gets amended, a lab switches units, a proposal gets revised. A chatbot that reads the newest line, or the wrong patient's, sounds confident either way.

Ask the records. Out loud or typed.

The live evidence engine, on fictional documents. Every answer below is computed now, with the line it rests on.

Voice calling is temporarily off; typed asking is fully live.

Live Bolna web call · uses your microphone

Pick a question, type or dictate your own.

Answers come from the documents only, checked against the exact line they cite.

    Source
    The original page opens here, with the cited line marked.

      Bolna hears it. The record decides it.

      Speech in, a checked sentence out, and the source on screen while you listen. (Voice calling is paused for now; typed asking above is fully live.)

      1. 01

        Bolna takes the call

        Speech recognition, turn-taking and the voice you hear run on Bolna (currently paused). Your question arrives as text.

      2. 02

        Voice Memory resolves it

        “Forty two thousand” becomes $42,000. “It” becomes the fee you just asked about.

      3. 03

        The engine checks the source

        Finds the original passage, then its status: amended, preliminary, proposed, approved, which patient, which unit.

      4. 04

        One sentence, one line

        A short answer the record supports goes back to Bolna to speak. The cited line opens on screen.

      What it catches

      Six things a fluent assistant gets wrong. Click one to ask it live.

      Memory graph

      Every value remembers where it came from, and what replaced it.

      Reports, values and the exact sentences behind them, joined by corrects, supersedes and not comparable edges. The same graph the engine answers from.

      Open the memory graph

      Where it stands

      Built for the Bolna Symphony Buildathon, running on fictional records.

      Works now

      • Typed questions on this page, straight from the evidence (voice calling is paused)
      • Amended, preliminary, proposed, superseded and still-open values, tracked per value
      • Lab results compared across reports, refusing when units or patients differ
      • Short spoken answers built from the record, with the cited line on the original page
      • PDF, Word, scanned image and text ingestion with page-anchored citations
      • Lab explanations in English, Hindi or Hinglish, in the language you ask
      • A memory graph of documents, values and the sentences behind them
      • Your own documents on this page, in a private workspace deleted after 30 idle minutes
      • A key-free API for scripts and agents (llms.txt, OpenAPI)

      Next

      • Paraphrase-aware search: the dense retriever finds the right passage, the evidence gate doesn't accept it yet (measured)
      • A benchmark of real, messy records written by people outside the team
      • Clinician review of lab explanations before any patient pilot
      • Phone-number calls and WhatsApp voice notes through Bolna

      Ask out loud. Check the line.