Document Intelligence
We support IP operations, regulatory affairs, quality/document control, technical documentation, and knowledge teams working with dense, mixed document sets — and turn them into operational output.
From dense document packs to inventories, extraction sheets, clause matrices, evidence packs, and reusable extraction schemas
Our services
When you have a large document pack and no one has a clear view of what's inside
When you need to extract fields, sections, terms, references, or data from dense documents
When the same data appears across multiple documents but you don't know if it's consistent
When you need to compare different documents, not just successive versions of the same file
When you need an evidence pack or a traceability view, not a scattered manual read-through
When you want to prepare documents for review, QA, retrieval, translation, or downstream tooling
What operational problem we solve
We're not saying "we do document intelligence." We're taking on concrete operational problems.
Have 20, 50, or 200 documents and need to quickly understand what's inside, what's relevant, what's duplicated, and what's outdated?
Need to extract fields, sections, clauses, numerals, reference IDs, versions, product names, warnings, dates, or other recurring elements from non-uniform documents?
Have information that repeats across IFUs, labels, manuals, forms, annexes, SOPs, claims, or article sets, but don't know where it diverges?
Need to turn narrative documents or dense PDFs into tabular output that's comparable and review-ready?
Need to build an evidence pack for reviews, audit trails, internal support, filing prep, or technical assessment?
Want your document set ready for translation, QA, KB structuring, validation, or retrieval — but it's still too raw today?
Which documents we work with
Our offerings
Eight services built for teams working with real document sets, not generic copy. Each offering addresses a specific operational problem.
Document Set Triage & Classification
You have a large, mixed document pack. You need to know what's in it, what type each document is, what looks duplicated, what's a priority, what needs review, and what can be excluded or handled later.
We work on
- Mixed document packs
- Annex bundles
- Regulatory packs
- Patent-related bundles
- Technical documentation sets
- Legacy content collections
- Article or ticket-derived content sets
We deliver
- Document inventory
- Document classification sheet
- Priority map
- Duplicate / obsolete signal list
- Recommended handling plan
When to bring us in
- At the start of a document-heavy project
- When the client or internal team lacks a clear view of the material
- When you want to avoid diving straight into scattered manual review
- When you need to assign priority and handling to different documents
Structured Field Extraction
You want to turn narrative documents, PDFs, procedures, IFUs, forms, or claims into structured output with explicit fields, readable columns, and source traceability.
We work on
- Forms
- Claims
- IFU
- Labels
- SOP
- Annexes
- Technical specs
- Mixed structured/unstructured documents
We deliver
- Structured extraction sheet
- Source-linked extraction file
- Field dictionary
- Exception log
- Output in a format ready for review or downstream steps
When to bring us in
- When you need to extract recurring data from multiple documents
- When reviewers are still copying data by hand into Excel or tables
- When you want structured output ahead of QA, KB, translation, or internal analytics
- When you need a field-level view, not a document-by-document read
Clause / Section Mapping
You want to map clauses, sections, information blocks, headings, or recurring topics across one or more documents to understand coverage, differences, and gaps.
We work on
- SOP sets
- Procedure families
- IFU sections
- Manuals
- Claims / description structures
- Article sets
- Controlled document bundles
We deliver
- Section map
- Clause matrix
- Source-to-section mapping file
- Missing section list
- Basis for subsequent review, rewrite, or alignment
When to bring us in
- When the same subject matter is spread across multiple documents
- When you want to know if a section is missing, diverges, or repeats
- When a document set has grown without a clear structure
- When you need to prepare realignment or consolidation work
Cross-Document Comparison
You want to check where different documents say the same thing in different ways, or where one contains data, instructions, or terms that don't appear — or appear differently — in the others.
We work on
- IFU vs label
- IFU vs manual
- Form vs annex
- Claim set vs related description passages
- Article vs article
- SOP vs work instruction
- Master set vs local set
We deliver
- Cross-document comparison pack
- Divergence matrix
- Field-level mismatch list
- Open issues list
- Basis for correction, realignment, or review
When to bring us in
- When the same information lives in multiple documents
- When you're concerned about divergence across different materials
- When you want a comparative view, not just separate documents
- When cross-document consistency has become hard to verify manually
Table & Appendix Normalization
You want to turn tables, appendices, and semi-structured blocks into a format that's more readable, filterable, comparable, and reviewable.
We work on
- Appendices
- Annexes
- Tables
- Schedules
- Form fields
- Matrix-like content
- Dense structured sections in manuals, IFU, procedures or specs
We deliver
- Normalized table output
- Appendix index
- Row-level extraction set
- Review-ready sheet
- Exception list
When to bring us in
- When useful information is buried in dense tables or attachments
- When the team needs to work row by row, field by field, or entry by entry
- When you want to compare or filter content that today is only readable by eye
- When the appendix exists but isn't yet operationally usable
Evidence Pack Assembly
You need an evidence pack: not the entire documentation set, but the excerpts, sections, and references that actually matter for review, decision-making, internal verification, or preparing the next step.
We work on
- Source documents
- Annex bundles
- Claims / descriptions
- IFU / manuals / labels
- SOP / QMS materials
- Article sets or support docs
- Reviewer notes or the required analysis scope
We deliver
- Evidence pack
- Excerpt bundle
- Traceability file
- Source map
- Supporting-document shortlist
When to bring us in
- When you don't want every reviewer reading the entire pack
- When you need a focused view of the relevant points
- When you want to build a supporting dossier for review or decision-making
- When you want to make documentation more reviewable and less scattered
Entity & Terminology Extraction
You want to extract key terms, product names, defined terms, part names, reference IDs, warnings, recurring phrases, or relevant entities from a document corpus, so you can use them for QA, translation, alignment, or downstream knowledge work.
We work on
- Patent texts
- IFU
- Manuals
- Labels
- SOP
- Article sets
- Technical documentation
- Multilingual or monolingual document sets
We deliver
- Entity list
- Terminology candidate pack
- Occurrence map
- Candidate review file
- Basis for a term base, validator, or subsequent alignment
When to bring us in
- When you want to build terminology assets starting from real documents
- When key terms and naming aren't consolidated yet
- When you want to check recurrence and frequency before a larger project
- When you want to turn a corpus into a reviewable lexical base
Custom Extraction Schema
You want to define a client-specific extraction structure for recurring documents, so you get consistent output project after project.
We work on
- Recurring document types
- Client field requirements
- Reviewer expectations
- Stable document scopes
- Output targets required by the team
We deliver
- Custom extraction schema
- Field definition pack
- Sample structured output
- Review template
- Functional spec + working prototype if required
When to bring us in
- When you always extract the same fields from similar documents
- When you want to standardize the work of your team or vendors
- When worksheets change every time and no one has a stable structure
- When you want an operational foundation, not a one-off task
What we deliver
We don't just "analyze documents" in the abstract. We deliver inventories, extraction sheets, matrices, evidence packs, source maps, terminology packs, and operational schemas.
The goal: turn dense document sets into structured, comparable, operational output.
Why us, not a commodity solution
We work at the level of document, section, field, clause, table, entity, and reference
We produce source-linked output, not generic summaries
We handle mixed document packs, not just single files
We build extraction schemas and mappings around the client's real documents
We deliver matrices, evidence packs, extraction sheets, and traceability files
We get documents ready for review, translation, QA, structuring, or KB validation
We start from real workflows and real deliverables, not a generic AI demo
Contact us when
You have too many documents and too little structure
You need to extract data or sections from complex document sets
You need to compare different documents that should be consistent
You need to build a reviewable evidence pack
You have tables, attachments, or appendices that are dense but hard to use
You want to turn a document corpus into operational output for QA, translation, KB, or tooling
You want to move from scattered manual reading to structured, reusable output
Let's talk about your documents
Have a document pack that's large, mixed, and hard to manage? We step in with triage, structured extraction, section mapping, cross-document comparison, appendix normalization, and evidence pack assembly.
No commitment. Just an initial conversation to identify where to focus.
