AI Developer Platform

Our tools, inside your software

Clausa, Virgo and Paginta — the document tools we run for our clients — available for your own software to use, or for an AI assistant to use on its own.

POST/v1/extract/schema200 OKQD-1482-UBND.pdfresponse.json{"so_hieu": "1482/QĐ-UBND","ngay_ban_hanh": "2026-03-18","quan_he": [{ "relation": "thay thế", "score": 0.97 },{ "relation": "giữ chức", "score": 0.98 }]}names and links found · a confidence score for each · 0.20 s per page
an official decision goes in, its key details and links come back — the same thing an AI assistant does through MCPswipe to see the whole example →

Service notice

Good to know before you build on it

  • Requests are rate-limited by IPEach IP address can send a limited number of requests. Past the limit the API answers 429 Too Many Requests; when a Retry-After header is present, wait that many seconds before sending again.WhyLimits keep the service fair and responsive for everyone, and help protect it from misuse.
  • Slower at peak timesDocuments share one processing queue, so at busy times a request can take noticeably longer than usual — large files most of all. When the queue is full the API answers 503; retry a little later.WhyAnalysing documents takes real computing work, so when many requests arrive at once they wait their turn. We expand capacity as demand grows.
  • Downtime can happenThe platform is in early access and has no uptime guarantee yet. A service may be briefly unavailable for maintenance or an unexpected outage, so retry with backoff and keep it off paths that cannot wait.WhyThe platform is updated and improved regularly. Updates, and the occasional unexpected issue, can cause short interruptions.

Two ways in

Use it from your software, or let an AI assistant use it

  • REST APIFor developers: your software sends a request over the web and gets a predictable answer back — the same way every time, whether you ask once or a million times.
  • MCP serverFor AI assistants: the same service offered through MCP, so an assistant like Claude can find it, understand what it does and use it on its own — no custom code needed.

What it does

Tools that do one job well

Each one is already in real use somewhere — in one of our products, or inside a client's system.

On-premise

Keep your documents in-house

Virgo and Paginta can also run just for your organisation, in one of two ways.

  • Dedicated hostingWe run a separate server for each client. Your documents never share a machine with anyone else's.
  • Rented applianceWe place our server inside your office network. Your documents are processed on site and never leave your premises.

Early access

Want access?

We are opening the platform up gradually, and we would rather start from a real project than a signup form. Tell us what you are building and we will set you up.

Book a call