The AI Data Registry
Talonic reads your documents and system data once, with no setup upfront. Every team, system and agent queries the data registry we build for you. Finance sees where your business is leaking money, digital transformation automates the responsible processes with AI.
Trusted across logistics, energy, automotive and contract operations.
The Problem
Your contracts, invoices and records hold the terms your business runs on. The rules for applying them live in people’s heads. So every migration, audit or AI project reads the same documents again, and AI search re-reads them for every question, sometimes with a different answer.
Where to start
For CFOs
Find what your contracts say you should be billing.
~€2M confirmed on 8 contracts
See how it works →
For logistics
Match freight documents to loads and clear them for billing.
Replace your OCR with modern AI (from the 70s to 95%+ accuracy), automate complex billing.
See how it works →
For legal and procurement
Every contract as structured data, ready for your ERP, CLM and agents.
Build on AI Contract Management. Gain full clause visibility, automatic document relationships, and automate workflows end to end.
See how it works →How it works
Scans, PDFs, spreadsheets, emails and database exports land in one registry. No field list first.
People and agents ask across the whole estate, not one file at a time. Every answer points to its source.
Talonic compares snapshots of your systems over time and proposes the rules behind recurring decisions.
Your experts approve the rules. Approved rules run on eligible cases, and exceptions go to a person.
Apps
An app reads the records you grant it, decides by rules your experts approved, and writes every run to a ledger. What it cannot decide goes to a person, and the answer teaches the next run.
What your contracts say you should be billing, against what you billed. Every claim opens to its source line.
Customers
The migration needed 75 fields per contract dataset. One read of the estate holds 1,042,665 source observations and 52,937 reusable concepts, live tenant, 26 August 2026.
Live tenant since 26 August 2026.
Read the case study →
The same hand labelled documents, two fields, both systems scored the same way. Replacing a six figure incumbent.
In production. Auto Billing in shadow run since 12 August 2026.
Read the case study →
Performance and reliability data that existed only as printed curves on technical datasheets. Talonic finds each chart, reads its axes and curves, and delivers the X/Y series as tables an engineer can reuse: 736 charts, about 3,300 curves, each sampled to 100 points and checked back against the page.
Method and pilot established. Detected charts delivered, scale-up follows approval.
Read the case study →
A multilingual contract estate across thirty countries, in formats that never agreed, that purchasing could not query. One batch read once, text and image alike, and delivered as one row per contract in the shape Ivalua imports. The programme runs to 22,000 contracts.Pilot completed. Batch delivered and received, ERP import-ready.
Management reports that were already approved, already read, and already filed. Nineteen months from 24 verticals, with drifting labels and formats normalised into one queryable layer. Nobody had to rebuild the systems underneath.PoC and insight package completed. Scale-up proposed.
German school timetable law from 1996 to 2021, transcribed exactly as printed. Every row carries its source page, a confidence score, and a note on anything ambiguous.One batch delivered. The corpus gated.Benchmarks
5 of 5.
Cross-document ranking questions answered correctly on 28 SEC 10-K filings.
27×.
Cheaper per 1,000 questions on 53 SEC filings than the cheapest RAG setup measured. Structured queries add nothing per query.
39 of 39.
The same questions asked ten times returned identical answers every time.
Provenance
A figure nobody can trace is a figure nobody signs. Every value in Talonic keeps the document it came from, the exact region on the page it was read from, how confident the read was and why, and every app, person and agent that has used it since.
Price escalation not applied
Supply agreement MSA-4471
+€47,000a year
( − ) × = under
In review with Finance
Click any value to see it on the original.
Original
4. Prices and adjustment
4.1The Supplier shall deliver the Products in the quantities and at the prices set out in Annex B. Prices are stated per unit, exclusive of VAT.
4.2Prices shall be adjusted on 1 January of each year by the change in the national consumer price index over the preceding twelve months, as first published.
4.3Adjusted prices apply to all deliveries from the adjustment date. The Supplier shall state the adjusted price on each invoice.
4.4Either party may request a price review on a material change in input costs, by written notice of no less than 60 days.
see Annex BHow it was read
Clause classification
Mandatory language (“shall be adjusted”) with a fixed date and a named index. No cap or floor in §4 or the annexes.
Cross-checked against
Who used it
SPEC 91491For developers
REST API, Node SDK and MCP server. Every response carries typed fields, confidence and provenance. Free tier: 5,000 credits a month, no credit card.
npx -y @talonic/mcp@latestDocument test
Send a representative sample. Within five business days you get your data back with field-level coverage, confidence and sources.