AI · NLP & documents
NLP & document intelligence,for enterprise document workflows.
Extract, classify, and route contracts, forms, and inboxes — so teams stop retyping between systems.
01 / Products shipped
250+
02 / Countries
30+
03 / Active clients
200+
04 / Building
8+ yrs
NLP & document intelligence document intelligence pipelines feeding ERP, CRM, and knowledge repositories.
We scope nlp & documents engagements around measurable outcomes: task success, resolution time, or revenue lift — then ship in weekly increments with demos your stakeholders can evaluate.
What we typically ship for nlp & documents.
- 01
OCR & layout parsing
OCR & layout parsing with documentation, monitoring, and handover your engineering team can extend.
- 02
Entity extraction
Entity extraction with documentation, monitoring, and handover your engineering team can extend.
- 03
Classification & routing
Classification & routing with documentation, monitoring, and handover your engineering team can extend.
- 04
Search across corpora
Search across corpora with documentation, monitoring, and handover your engineering team can extend.
- 05
Review queues
Review queues with documentation, monitoring, and handover your engineering team can extend.
- 06
Export to ERP/CRM
Export to ERP/CRM with documentation, monitoring, and handover your engineering team can extend.
Intelligence for nlp & documents with guardrails.
- 01 · AI
Long-document Q&A
Long-document Q&A designed alongside policy, evals, and fallbacks so production behavior stays predictable.
- 02 · AI
Clause detection
Clause detection designed alongside policy, evals, and fallbacks so production behavior stays predictable.
- 03 · AI
PII redaction
PII redaction designed alongside policy, evals, and fallbacks so production behavior stays predictable.
- 04 · AI
Confidence scoring
Confidence scoring designed alongside policy, evals, and fallbacks so production behavior stays predictable.
Tools we deployin the wild.
Representative platforms for nlp & documents programs — matched to your cloud, compliance, and team skills.
Platforms & tools
- Python
- Hugging Face
- Elasticsearch
- Tesseract
- spaCy
- S3
Selected engagements
A glimpse of what we ship
AISports Technology
Bet365 | Sports Automation Platform
Bet365 is a real-time sports operations platform that ingests Telegram publisher feeds, parses structured event signals, and executes actions on the Bet365 platform with full auditability.
BackendAutomationBot
Retail & E-commerce
Global Diamond Montreal | Fine Jewelry E-Commerce
Premium jewelry e-commerce for engagement, wedding, and gift collections — live at globaldiamondmontreal.com.
Web ApplicationUI UX DesignE-commerce
Finance
Capium 365 | Business Accounting App
SMB accounting workspace for invoices, expenses, and reporting.
Mobile AppUI UX Design
Offshore depth, onshore clarity for nlp & documents.
- 01 · Edge
Evals before launch
We benchmark prompts, retrieval, and model routes against real tasks — not vanity demos.
- 02 · Edge
Guardrails by default
PII handling, refusal paths, rate limits, and human escalation are designed in, not bolted on.
- 03 · Edge
Observable in prod
Tracing, cost dashboards, and quality signals so you know when models drift or spend spikes.
- 04 · Edge
You own the stack
Prompts, pipelines, weights, and infra transfer at close — no black-box vendor lock-in.
See Our AI / ML engineering service for how engagements run.
Common questions about nlp & documents
Many pilots ship in 4–8 weeks after discovery, depending on data readiness and integration count.
Yes — we integrate hosted APIs, fine-tuned weights, or on-prem models your security team approves.
We design retention, redaction, and access controls up front — aligned to your compliance requirements.
We offer observability setup, eval refresh cycles, and optional managed support tiers.
Turn your roadmap into living AI products.
Tell us what you want to launch — we’ll outline a practical path from first prototype to production, with milestones you can track and no forced long-term contract.
Response time
Under 1 business day
Confidentiality
NDAs on request
First prototype
Often within a week