Messy document to structured dataUnderstand
Turn a messy document into structured data that fits a fixed schema.
Capability Center
Working demos, each one its own app. The first ones are being built now. If you are hiring, you will be able to use the work, not just read about it. If you have a problem to solve, try the closest one before we talk.
- LiveThe running app. Sign in to launch it.
- CodeSource on GitHub, where shared.
- VideoA recorded walkthrough.
- DocsWhat it does, and the full docs.
The first demos are being built
Here is what is coming. Until then, tell me the problem and I will say plainly what I would build.
Grounded Q&A with citationsUnderstand
Ask questions of a document set and get answers with citations, or a plain "not in the source" when the answer is not there.
Ask your data in plain EnglishUnderstand
Ask a question in plain English and get back the SQL it ran and a chart of the result.
Chart or whiteboard image to dataUnderstand
Upload a chart or a whiteboard photo and get back its data or a clean diagram.
Long transcript to decisions and action itemsUnderstand
Give it a long meeting transcript and get the decisions and action items as a structured summary.
Feedback theme miningUnderstand
Turn a pile of 500 reviews into the themes that run through them.
Sketch to working UIGenerate
Draw a rough sketch of a screen and get a working UI built from it.
Computer-use agent on a no-API web appAct
Watch an agent operate a web app that has no API, through its screens, the way a person would.
Voice IT helpdeskIntegrate
Watch a voice agent take an IT request and either answer it from the ServiceNow knowledge base or open an incident.
Lead and account researchIntegrate
Research a lead or an account, then see a follow-up drafted and logged in HubSpot.
Overdue invoice chaserIntegrate
Find overdue invoices in QuickBooks and draft reminders that go out only after approval in Slack.
Ticket triageIntegrate
Classify, prioritize and dedupe incoming tickets, then create the Jira issue and draft the reply.
Contract fill, send and trackIntegrate
Fill a contract template, send it through DocuSign after approval in Slack, and track its status.
PII redaction and prompt-injection detectionTrust
Send text through guardrails that redact personal data and flag prompt-injection attempts.
Rubric-based evaluatorTrust
Score an answer against a rubric you can see, with a model as the judge.
A demo shows the pattern. Your project fits it to your data, your systems and your rules.
From a demo to your project
- 1Try the closest demo. Note where it fits your problem and where it does not.
- 2Tell me what is different. Your documents, the systems it must reach, where data may live and who signs off.
- 3I build a small version. On your stack first, small enough to test with your team before it grows.
Start a conversation
Tell me what you want to build, and what it has to work with.