Key facts
- AI achieves 95%+ straight-through extraction on structured docs.
- AI handles any layout — no OCR templates to maintain.
- AI cuts document handling cost by 80–95%.
- AI writes to Sage, Xero, NetSuite, Dynamics, SAP and bespoke case systems.
- UK firms must evidence UK GDPR — AutoThink deploys in your tenant.
- Delivery is fixed-price and owned outright.
What is AI document extraction?
AI document extraction uses LLM vision to convert PDFs, scans, emails and images into structured data matching your schema.
It replaces OCR templates, keyers and third-party capture bureaus.
Which documents benefit most from AI in 2026?
Highest-ROI: supplier invoices, POs, delivery notes, insurance claims, KYC documents, medical letters and case files.
AutoThink Group is a UK AI software house that designs, builds and operates bespoke AI systems for mid-market and enterprise teams — no off-the-shelf licence traps, no seat-based pricing, no black-box vendors.
How does AutoThink build AI document extraction?
We ingest email, portal and SFTP feeds, deploy extraction agents against your schema, and post into your ERP, CRM or case system.
Delivery is fixed-price and owned outright.
OCR templates vs AI document extraction
| Capability | Traditional | AI-native |
|---|---|---|
| Layout handling | Templates per vendor | Any layout |
| Setup | Weeks | Days |
| Straight-through rate | 40–70% | 95%+ |
| Cost/doc | £1–£5 | £0.10–£0.50 |
| Audit trail | Partial | Full |
How AutoThink helps
AutoThink Group designs, builds and operates bespoke AI systems for UK teams — no per-seat pricing, no black-box vendors, no multi-quarter implementations. Explore related pages:
Free scoping call
Get a fixed-price build scope for AI Document Extraction (2026)
Tell us what you need. We reply within one working day with a scope, timeline and fixed price — no obligation, no sales sequence. Software you own outright, live in 6–10 weeks.
Frequently asked questions
What is the best AI document extraction in 2026?
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The best is a bespoke AutoThink agent stack tuned to your schema and posted into your ERP, CRM or case system.
Does AI document extraction need OCR templates?
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No. AutoThink uses LLM vision, so any layout works from day one with no template maintenance.
Which systems does AutoThink post to?
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Sage, Xero, NetSuite, Dynamics 365, SAP, iManage, NetDocuments, Salesforce and bespoke case systems.
Is AI document extraction UK GDPR compliant?
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Yes when built correctly. AutoThink deploys in your tenant with retention rules, encryption and audit logging.
Does AI replace data-entry teams?
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AI removes keying; teams focus on exception handling and supplier queries.
How much does AI document extraction cost?
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A bespoke AutoThink stack is typically £40k–£120k fixed and owned outright, with pennies per document inference.