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86 tools, each doing one real job, from digesting a deposition to appealing a denial (15 of them are creative tools in Decosa Studio, shown here as one card). Pick one and try it on a sample; no sign-up.

Some are in Labs: they work, but aren't ready to rely on yet. Don't see yours? Suggest a tool

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71 tools

Healthcare & life sciences19

Visit notes, appeals, coding evidence, drug and device safety.

  • Run the visit with a copilot

    Visit copilot

    One screen for the whole visit: who said what, what is still worth asking with its source, a note checked sentence by sentence before you see it, codes and prior-auth criteria, and the work note, FMLA sections and patient instructions drafted, never signed or sent. On your own GPU for real patients.

    8.4% Medical terms missed by the live transcript (lower is better)

  • Appeal a denial

    Claim denial appeal packet

    A recommendation (appeal, don't, get documents first or fix the claim), the next filing deadline, a criteria checklist with quotes, and a letter when it's supported.

    36 of 40 Right recommendation on whether and how to appeal (held-out test)

  • Check HCC codes for MEAT evidence

    HCC evidence file and RADV defence

    A keep, hold or delete verdict for each submitted code, with the MEAT sentences quoted, and an evidence file for the audit folder.

    189 / 200 Right keep, hold or delete verdict per code (held-out test)

  • Screen a claim for Federal IDR

    No Surprises Act IDR packet and eligibility screen

    An eligibility screen for Federal IDR with the dated rule and arithmetic for each check, and a draft offer brief checked against the documents.

    61 of 61 Eligibility verdicts right from the documents (held-out, templated)

  • Review a Medicare sales call

    Medicare sales-call record

    A yes, no or unclear answer to each CMS marketing question with the quote and its time, and every stated benefit checked against the Summary of Benefits.

    40/40 Call questions answered right (held-out set, never used for tuning)

  • Pre-check promo claims for MLR

    Promotional-claims pre-check

    An annotated MLR pre-review packet: each claim with the reference passage behind it, plus off-label, comparative, fair-balance and disease-claim problems.

    20 / 20 Planted claim problems caught (held-out test)

Finance & compliance18

Disputes, SARs, sanctions, filings and security reviews.

  • Investigate a Reg E dispute

    Reg E dispute investigation file

    An investigation file per dispute: every Reg E deadline worked out with its rule, the notice's required details quoted, and the results letter checked.

    0.956 (43/45) Missing details in consumer dispute notices flagged (held-out test)

  • Write a SAR narrative

    SAR narrative desk

    A SAR narrative in FinCEN's structure where every sentence cites its rows and every amount, date and count is recomputed from them.

    340 of 356 (95.5%) Wrong numbers planted in drafted sentences caught (held-out test)

  • Answer a security questionnaire

    Security questionnaire answerer

    A filled questionnaire built only from your approved answers, with the source of each one, gaps sent to a person, and stale answers flagged.

    0.970 (64 of 66) Filled answers that were correct (held-out test)

  • Tie out MD&A figures

    Filing tie-out and MD&A grounding

    A workpaper that ties each MD&A figure to the table cell or calculation it came from, and flags the ones that do not match.

    11 in 6,039 figures (1.8 per 1,000) Wrong flags on real, untouched 10-K MD&As (held-out test)

  • Build a model-risk evidence pack

    Model-risk evidence pack

    An evidence pack showing whether an LLM you rely on still behaves as validated, from which your validators can recompute every number.

    8 of 12 runs Deliberate changes to the model or prompt that raised an alert (held-out test)

  • Check green claims in copy

    Green-claims substantiation check

    A table of every environmental claim in your copy: banned, needs evidence or backed, with the rule, the evidence line and a safer rewrite.

    43/44 (98%) Claims given the right verdict (held-out set, first run)

Media, music & marketing3

Rights, consent, disclosure and honest marketing checks.

  • Find accessibility fixes for a shop

    Storefront accessibility pass

    A ranked fix list of accessibility problems that stop shoppers buying, each with its WCAG criterion, the element and a code fix.

    122 / 127 Planted accessibility problems caught (held-out test)

  • Log human edits and editor sign-off

    Editorial-control ledger

    A signed record per piece showing the AI draft, every human edit and the named editor's sign-off, with a public page readers can check.

    31 of 35 (0.89) Edits that changed the meaning flagged (public research test set)

  • Pre-flight a synthetic-performer ad

    Synthetic-performer disclosure and S&P pre-flight

    A pre-flight report: which performers are synthetic and how we know, an AI label and C2PA marking added when needed, and script flags with a reviewer's sign-off.

    27 of 29 (93%) Planted script problems found (held-out test)

Operations9

Field reports, quotes, forms, SOPs, hiring and translation.

  • Preview

    Fill a form from your own papers

    Fill a form from your papers

    Your PDF form filled (or a copy list for a form on a website), every answer next to the line of your papers it came from, and the signature and the rest left for you.

    1 / 491 (0.20%) Wrong answers among all answers it wrote (PDF forms)

  • Quote a job from a walkthrough video

    Walkthrough-to-quote

    A draft scope and quote where each line cites a moment in the video, is marked seen, said or assumed, and is priced only from your own price sheet.

    33 / 33 Planted scope items found (work, damage, hazards, access)

  • Write the inspection report

    Field reports

    A finished inspection report with a checklist, issues graded by severity and measurements, each quoting what the inspector said and when.

    40/41 (98%); before 38/41 (93%) Expected issues in the final report, now vs before (synthetic set)

  • Translate a talk live

    Live translation

    Live translated captions about a second behind the speaker, with names and terms kept consistent, and a short summary at the end.

    55.3 / 29.9 / 87.2 English to Spanish translation scores, chrF++ / BLEU / COMET-22 (held-out test)

  • Make a tamper-evident meeting record

    Tamper-evident record

    Live captions, then a speaker-labelled transcript and a summary whose every sentence cites transcript lines, in a signed record that shows any edit.

    14/17 council, 9/9 interview Summary sentences backed by the transcript (synthetic sessions)

  • Score an oral exam against a rubric

    Structured oral assessment

    A draft score for each rubric criterion that quotes the candidate's own words, which the examiner confirms or overrides with a reason on the record.

    90.8% Draft score matches the reference score exactly (held-out test)

Developer tools8

Check answers, test agents, audit models, triage vulnerabilities.

  • Catch AI answers your sources don't back

    Grounding check

    Every sentence of an AI-drafted answer checked against the source passage it relies on, with the quote, and a pass, flag or block you can put in front of Send.

    0.966 Unsupported sentences caught, strict gate (it flags about 30% of sentences for a look; held-out)

  • Run an open model behind the OpenAI API

    Private code assistant

    Qwen3.8-27B behind a standard OpenAI-style /v1 endpoint: try it hosted, with a signed receipt per call, or run it on your own GPU so nothing leaves the box. Hosted replies are capped at 2,048 tokens and don't take tool calls yet.

    478 / 500 Coding benchmark, 5 core tasks, self-hosted stack (out of 500)

  • Run an end-to-end browser test

    Verified end-to-end test runs

    A browser run of your plain-language test, judged only by your assertions in code, ending in a signed certificate that fails the build on a failure.

    24/24 Planted bugs and faulty test users caught (held-out test)

  • Check your provider serves the model you pay for

    Endpoint auditor

    Find out whether an OpenAI-style endpoint really serves the model it claims, or a smaller or more compressed one. You get a signed pass, drift or fail report you can put in the vendor file, and anyone can re-check it.

    40 s typical time per task

  • Check if an open model can take over your prompt

    Open-model migration check

    Replay prompts you've already logged on an open model. In minutes you see whether it gives the same answers, which examples differ and why, and what 1,000 requests would cost: go, no-go or not enough data yet.

    14 of 15 pairings Go/no-go verdicts that match human experts' verdicts (held-out test)

  • Classify with a confidence you can act on

    Typed-judgment API

    Yes/no, one-of-N, score or label answers with a probability you can set a threshold on and a reason, from a pinned model you can re-run next quarter.

    90.7% / 0.023 Yes/no questions (BoolQ): accuracy / calibration error

Studio1

Stories, music, video and voice, made with consent.

Make it in Studio

Stories, songs, music videos and dubbing in your own voice, each with consent recorded and the output labelled.

The 1 Studio tool
  • Make a story, a song or a music video

    Decosa Studio

    Make things with your people in them: a picture book read in your own voice, a song, a music video, an animatic or a dub. Add your cast once and every pack uses it.