General AI Development
Language & Document Intelligence
Turn contracts, forms, emails, reports and recordings into organized, searchable data.
The challenge
Why this matters
Much of what an organization knows sits in unstructured text: scanned forms, long emails, PDF reports and call notes. Nobody can search it, and copying details by hand invites mistakes.
What it is
Language & Document Intelligence in plain words
We build pipelines that read documents and text, pull out the fields that matter, sort items by type, summarize long material and route each item to the right person or system. We combine text recognition, language models and plain rules.
Extracted values are shown beside the source page, so a reviewer can confirm them at a glance. Confirmed corrections are logged and used to improve the next batch.
Benefits
What you get
Fields you define
Names, dates, amounts, clauses and codes are captured in your format.
Side-by-side review
Each value links to where it appears on the page.
Many formats
Scans, PDFs, email text and transcripts.
Improves with use
Corrections are logged for later tuning.
How it works
From first call to first result
Sample
Gather representative documents and define the fields.
Extract
Build and tune reading, extraction and sorting.
Review
Set up the confirmation screen and exception rules.
Connect
Send approved data to your database or workflow.
Details
What is included
Reading
- Scanned and typed text recognition
- Table extraction
- Handwriting where legible
Understanding
- Document classification
- Entity and clause extraction
- Summaries
- Topic and sentiment tagging
Output
- Structured files
- Search index
- Workflow handoff
Illustrative scenario
A permits office scans paper applications. The system fills in applicant, parcel and fee fields, flags missing signatures and sends each application to the right reviewer.
Every value traces back
Reviewers see the extracted field and the source page together, so checking is quick and the record stays honest.
Questions
Common questions
Can it read handwriting?
Neat handwriting can work. We test your samples before we promise anything.
Which languages does it handle?
We test each language you need on your own documents.
What about confidential records?
We agree handling, retention and access rules first. See AI Security & Governance.
Related
Works well with
Generative AI & Language Models
Assistants, drafting tools and search that answer from your own documents and show their sources.
Learn more →
Back-Office Automation
Take repeated, rule-bound office tasks off people's desks and keep a person in charge of exceptions.
Learn more →
Data Pipelines & AI Readiness
Collect, clean and organize the data your AI depends on, and find the gaps before they stall a project.
Learn more →Ready for Language & Document Intelligence?
Describe what you need and we will reply with a clear plan.