← All solutions
AI Document Intelligence

AI that reads a document the way an expert reviewer would.

The AI reads an invoice, contract, claim or form the way an experienced reviewer would — understanding what type of document it is, extracting the specific fields that matter for that type, and checking them against your business rules and existing records before anything updates a system of record. It doesn't just transcribe text off a page: it understands document structure and context well enough to tell a renewal from a cancellation, or a line item from a subtotal, and it says clearly when it isn't sure.

The workflow

Document-heavy processes — invoicing, claims, contracts, applications — slow down when every document has to be opened, read, understood and manually keyed into a system before anything can happen next. The bottleneck isn't moving the document around; it's the reading and understanding step that only a person could do until now.

How the AI reads a document and turns it into a validated update

Where it fits

Illustrative applications across common business functions — not a list of confirmed client deployments.

Contract review and clause extractionInvoice and receipt data captureClaims document processingCompliance and policy document reviewApplication and onboarding form processingStatement and report reconciliation
From manual to measurable.

Before

  • Documents opened and read one at a time
  • Data re-keyed manually into systems
  • Inconsistent handling across document types
  • Little visibility into processing status
  • Documents hard to find later
→

After

  • AI reads and classifies each document automatically
  • Fields extracted and validated with stated confidence
  • Low-confidence items routed to a person, not silently accepted
  • Clear visibility into where each document stands
  • Documents searchable by content

How we deliver it

01

Understand

We map your process, systems, data and objectives — and where a person is currently doing work an AI could understand and reason over instead.

02

Design

We design what the AI needs to understand, decide and act on, and where a person stays in the loop.

03

Build & Integrate

We build the AI's reasoning around your business rules and connect it to the systems it needs to read from and act on.

04

Deploy & Enable

We test the AI against real cases, deploy it, and help your team adopt the new workflow.

05

Measure & Improve

We monitor outcomes and the AI's decisions, identify bottlenecks, and improve the solution as your needs evolve.

What changes for your team?

Faster processing
Less manual data entry
Fewer errors
Consistent handling per document type
Better auditability
Documents become searchable

These are value dimensions we design for, not guaranteed figures. Any metric shown elsewhere is illustrative unless labelled as based on client or project data.

The AI reads each document well enough to say what it's confident about — and exactly what it isn't.

Works with your systems

SharePointMicrosoft 365SalesforceERP systemsServiceNowCustom APIs

Configured for your business

We configure this solution around the way your organisation already operates.

Document types and templatesExtraction fields per typeConfidence thresholdsReview workflowsTarget system mapping

Document types

InvoicesContractsClaimsFormsReportsApplicationsPurchase ordersPoliciesTechnical documents

Formats supported

PDFDOCXPPTXXLSXImagesScanned documents

Technology that fits your environment.

We combine modern AI frameworks such as LangChain, LangGraph, LlamaIndex, PydanticAI and agent frameworks with FastAPI, vector databases, guardrails and evaluation tooling, alongside enterprise platforms including Appian, Camunda, Power Apps, Power Automate, n8n and Zapier to build production-ready AI solutions.

AI frameworks & agents
LangChain, LangGraph, LlamaIndex, PydanticAI, Agent frameworks
Engineering & AI infrastructure
FastAPI, Vector databases, Evaluation tooling, Python, Open models
Governance & guardrails
AI governance, Guardrails, Evaluation, Monitoring, Human review
Enterprise platforms
Appian, Camunda, Power Apps, Power Automate
Automation platforms
n8n, Zapier

Talk through your process.

We'll come prepared with ideas for where we can help.

See AI document intelligence for your document types