What breaks first.

The four sentences we hear most often, and the service each one points to.

Half our contracts are scans. Nobody can search any of them.
TRIGGERS
Multi-format ingestion & parsing
Checking one submission against the regulation costs us a week of review.
TRIGGERS
Automated compliance comparison
Only three people can answer questions about what's actually in our documents.
TRIGGERS
Natural language Q&A
We find the missing clause after the auditor does.
TRIGGERS
Red-flag & inconsistency detection

Service Catalog

Four capability layers, eight services.

Organised the way document problems actually surface. Read what you were given and pull out what matters, check
it against the rules it has to meet, let anyone question it in plain language, then catch what’s wrong and prove it to an auditor.
Select a layer, then a service, to see how it works.

1.1 Multi-Format Ingestion & Parsing

Read everything you were given, not just the clean files.

Advanced OCRDocument parsingMultimodal AI

Ingests structured and unstructured documents — PDFs, scans, images, Office files — and extracts text, tables, forms and visual content with high accuracy across complex layouts.

Deliverables:

  • Parsed document content
  • Structured JSON output
  • Extracted tables
  • Forms and images
  • Confidence scores

Result:

  • Every format in the archive becomes usable data

Use cases

  • Regulatory documents
  • Contracts & agreements
  • Forms & applications
  • Scanned and legacy archives
Multi-Format Ingestion & Parsing Multi-Format Ingestion & Parsing

1.2 Clause & Entity Extraction

Find the clause, and prove where it came from.

LLM extractionNLPComputer vision

Identifies key clauses, obligations, entities, dates, amounts and other critical information using a combination of language and visual understanding. Every value stays linked to the page it was pulled from.

Deliverables:

  • Extracted key fields and entities
  • Clause and obligation mapping
  • Confidence scores with source location

Result:

  • Faster review, with the source always one click away

Use cases:

  • Policy & contract review
  • KYC and customer onboarding
  • Claims processing
  • Legal due diligence
Clause & Entity Extraction Clause & Entity Extraction

2.1 Automated Compliance Comparison

Check the submission against the rule, line by line.

Semantic matchingEmbeddingsAgentic reasoning

Compares client submissions against regulatory or internal standards, validates mandatory requirements, detects missing elements and structural deviations, and calculates a compliance score backed by the evidence behind each requirement.

Deliverables:

  • Compliance scorecards
  • Matched versus missing items
  • Requirement-level analysis
  • Audit-ready reports

Result:

  • Compliance decisions in minutes
  • Defensible requirement by requirement

Use cases:

  • Regulatory filings
  • Vendor and supplier compliance
  • Licence & certification checks
  • Internal policy adherence
Automated Compliance Comparison Automated Compliance Comparison

2.2 Multi-Document Validation

Apply the same check to every document at once.

Parallel processingVector search

Processes and validates many documents for a single entity or across entities together, so the same compliance logic is applied consistently at scale and contradictions between documents surface instead of hiding.

Deliverables:

  • Consolidated multi-document report
  • Entity-wise compliance metrics
  • Cross-document consistency checks

Result:

  • Consistent checks at scale
  • Contradictions caught early

Use cases:

  • Multi-entity audits
  • Large-scale due diligence
  • Regulatory submissions
  • Franchise and partner onboarding
Multi-Document Validation Multi-Document Validation

3.1 Natural Language Q&A

Ask the document, get an answer you can verify.

LLMRAG

Lets anyone ask questions about one document or a whole set and get accurate, context-aware answers. Every answer carries the page reference and excerpt it was drawn from, so it can be checked rather than trusted.

Deliverables:

  • Cited answers with page references
  • Relevant document excerpts
  • Follow-up question support

Result:

  • Answers anyone can trust
  • Because anyone can check them

Use cases:

  • Document review & research
  • Policy interpretation
  • Legal and compliance queries
  • Knowledge discovery
Natural Language Q&A Natural Language Q&A

3.2 Semantic Search & Summarization

Find what's relevant before you read what's long.

Vector searchLLM summarization

Finds semantically relevant content across large document repositories and generates concise summaries, key points, timelines or topic-based overviews, so a briefing takes minutes instead of a reading week.

Deliverables:

  • Executive summaries
  • Topic-based summaries
  • A searchable knowledge base
  • Exportable insights

Result:

  • Less reading
  • Sharper briefs
  • A repository worth searching

Use cases:

  • Executive briefings
  • Analyst research
  • Operations support
  • Training & enablement
Semantic Search & Summarization Semantic Search & Summarization

4.1 Red-Flag & Inconsistency Detection

Catch the problem before the auditor does.

Anomaly detectionLLM reasoning

Detects anomalies, inconsistencies and potential risks across documents — missing clauses, conflicting terms, expired dates, unusual payment conditions, incomplete signatures — and ranks each one by severity.

Deliverables:

  • Risk and anomaly reports
  • Severity classificatio
  • Highlighted document sections
  • Recommended actions

Result:

  • Issues found while they're still cheap to fix

Use cases:

  • Risk assessment
  • Fraud detection
  • Contract quality review
  • Regulatory audit preparation
Red-Flag & Inconsistency Detection Red-Flag & Inconsistency Detection

4.2 Audit-Ready Reporting

Turn findings into a record you can hand over.

Report generationTemplate engine

Generates comprehensive, customisable reports carrying compliance scores, findings, supporting evidence and an executive summary. Branded, shareable, and traceable back to the source page for every claim.

Deliverables:

  • Branded HTML and PDF reports
  • Etailed findings with evidence
  • Executive summaries
  • Full audit trail

Result:

  • Audit-ready evidence
  • Not a reconstruction after the fact

Use cases:

  • Regulatory audits
  • Internal governance
  • Client reporting
  • Board and executive reviews
Audit-Ready Reporting Audit-Ready Reporting
Edited preview

Engagement Models

Sized to how sure you are.

Start with the narrowest engagement that proves value. Nothing commits you to the next step.

1–2 WEEKS
Assessment Sprint
We inventory your document sources, run extraction against your real files, and scope the narrowest engagement that proves value — no commitment beyond the sprint.
4–10 WEEKS
Pilot
We build and tune a working pipeline against your own documents, measured against the review or compliance decision you actually care about.
ONGOING
Managed Build & Scale
We take the proven pilot into production — integration, governance, monitoring and support included — and expand it across entities and document types.

Tell us your document problem.
We'll combine the right capabilities to
solve it.