Custom AI, built on your data.
We build production AI grounded in your own data - RAG chatbots and assistants that answer with a verified citation every time at 95%+ accuracy, plus agentic automation that takes action across your tools. Private, auditable, and built to be trusted, not to hallucinate.
More than a chatbot - a trustworthy answer engine
Our flagship: retrieval-augmented chatbots grounded in your documents and data, so every answer is sourced, cited, and verifiable - the same system that powers our 95%+ accuracy compliance case study.
Document & knowledge-base assistants
Chatbots that answer from your PDFs, wikis, policies, and databases - not the open internet.
A citation on every answer
Each response links back to the exact source, so answers are verifiable and auditable - not a black box.
Hybrid retrieval
Semantic and keyword search with reranking, so it finds the right passage by both meaning and exact terminology.
Confidence scoring
Low-confidence answers are flagged instead of presented as fact - essential for regulated and high-stakes domains.
Private by design
Runs on your infrastructure; your data stays yours and is never used to train third-party models.
Built for production
Auth, logging, monitoring, daily content-freshness checks, and graceful fallbacks from day one - not a demo.
From your documents to a cited answer
- 01Ingest your sources - parse, chunk, and embed your documents and data.
- 02Retrieve the most relevant passages with hybrid search and reranking.
- 03Generate a grounded answer with citations at temperature 0 (no improvising).
- 04Verify every citation and score the answer’s confidence.
- 05Log each query, answer, and source for a complete audit trail.
AI that doesn't just answer - it acts
Beyond chat, we build agents with n8n and LangChain that connect your tools and run real multi-step processes - with guardrails, approvals, and full logging where it matters.
Workflow automation
Agents built with n8n and LangChain that connect your tools and run multi-step processes without a human in the loop.
Reason, plan, act
Beyond answering questions - agents that decide and take actions across your systems, not just generate text.
Human-in-the-loop where it matters
Approvals and checkpoints on high-stakes steps, so automation stays safe, controllable, and auditable.
Not sure where AI fits yet? Start here.
Earlier in the journey? We help you find the right use cases and a realistic path - strategy grounded in what's actually buildable, from a team that ships rather than just advises.
AI readiness & use-case discovery
We assess your data and workflows to find where AI will actually pay off - and where it won’t - before anything gets built.
Architecture & build-vs-buy
Clear guidance on the right models, tools, and stack for your scale and budget - no vendor lock-in, no over-engineering.
Proof-of-concept to production
A fast, scoped POC to prove value, then a clean path to a production system you fully own.
Responsible & reliable AI
Evaluation, guardrails, citations, and monitoring so your AI stays accurate, safe, and auditable in the real world.
Have documents your team keeps searching through?
That's exactly what a custom AI assistant is for. Let's talk about your use case.