RAG & Knowledge AI
Your company's answers are buried in documents, tickets, and ten years of email. We build retrieval-augmented AI that finds them, cites them, and respects who's allowed to see what.
Key Benefits
What you'll gain from our RAG & Knowledge AI services
Answers with receipts
Every answer cites its sources — trust is checkable, not assumed
Permission-aware
Sales can't read HR's files through a chatbot side door — your ACLs are enforced
Always current
Sync pipelines keep the index fresh; no confident citations of last year's policy
Actually retrieves
Hybrid search + reranking evaluated on your real questions, not toy demos
Your domain, your tone
On-brand assistants for staff or customers, on your own domain
Multilingual
EN/FR (and more) retrieval and answering standard — we run it ourselves
Who this is for
Typical teams and stages where this service creates the most leverage.
The answer exists — nobody can find it
Ten years of documents across SharePoint, drives, and wikis. New staff take months to become useful.
Best fit: internal assistant over your top 3 repositories.
Customers ask what the docs already answer
Your documentation is good; nobody reads it. Tickets repeat the same fifty questions.
Best fit: customer-facing grounded assistant with citations.
Review means reading everything
Contract questions require someone to read contracts. Regulatory changes require re-reading them.
Best fit: contract corpus RAG with clause-level citations.
Before / After
Illustrative pattern—not a guarantee of any single client outcome.
Knowledge scattered across systems; answers depend on knowing who to ask; chatbots that guess.
One assistant that answers from your content with citations, respects permissions, and stays current automatically.
What We Deliver
Our comprehensive approach to RAG & Knowledge AI
Knowledge ingestion pipeline
Docs, wikis, tickets, drives — ingested, cleaned, chunked, kept in sync
Retrieval engine
Hybrid search, rerankers, and evaluation tuned to your corpus
Grounded assistant UI
Chat/search for staff or customers with citations and feedback loops
Access control integration
Answers filtered by your existing permissions end-to-end
Eval & quality suite
Real-question benchmarks; retrieval quality measured, not guessed
Admin & analytics
What people ask, what's missing, where the knowledge gaps are
Technologies & Tools
We work with industry-leading technologiesEngagement timeline
What a focused engagement often looks like week by week.
Ingest
Top repositories connected; corpus cleaned, chunked, indexed.
Tune
Retrieval evaluated on your real questions; reranking and prompts tuned.
Integrate
Access control wired, assistant UI branded, feedback loop live.
Launch
Staged rollout with quality dashboard; gaps feed the content team.
Common Use Cases
How organizations leverage our RAG & Knowledge AI expertise
Internal knowledge assistant
Policies, procedures, and product knowledge answered instantly for staff
Customer self-service
Documentation-grounded answers on your site — the deflection layer that actually works
Expert knowledge capture
The knowledge of retiring or overloaded experts made searchable and durable
Compliance & contract search
Ask questions across thousands of contracts or regulatory documents
Frequently Asked Questions
Ready to Get Started?
Let's discuss how our RAG & Knowledge AI services can transform your operations