About DataStruct AI

DataStruct AI finds the evidence hidden across large document sets, links each finding to its source passage, says plainly what it could not find, and leaves the decision to a human reviewer.

Our Mission

Every organisation sits on a mountain of documents: annual reports, contracts, research papers, policies, claims files, regulatory filings. The intelligence inside these documents drives decisions worth millions.

But accessing that intelligence is slow, expensive, and error-prone. Teams spend weeks doing what should take minutes. The proof exists but cannot be found on the day it is needed. Compliance gaps are found only during audits. Critical data points are buried on page 247 of a 300-page report.

DataStruct AI exists to solve this. We built a platform that ingests thousands of documents, extracts structured data, runs the rule packs you define, and delivers evidence-backed answers, all while keeping humans in control and linking outputs back to source.

What we stand for

Evidence First

Answers, extractions and analyses link back to source documents, pages and paragraphs. No black-box AI.

Human-in-the-Loop

AI augments human judgment, never replaces it. Low-confidence outputs are reviewed by people before becoming trusted.

Industry Agnostic

One platform that configures for any industry through domain packs. No separate products, no duplicate codebases.

Enterprise Grade

RBAC, audit logs, API keys, tenant isolation. Built for organisations that need security, compliance, and control.

Built on modern infrastructure

Backend
FastAPI + Python
Frontend
Next.js + TypeScript
Database
PostgreSQL + pgvector
Search
Hybrid Search
AI
OpenAI
Async
Celery Workers
Cache
Redis Caching
Storage
Cloudflare R2

Get in touch

Interested in a Founding Customer pilot, a demo, or a security questionnaire? Email us and a person replies.

Email us to book a demoA person replies, usually the same working day.