RAG systems
Retrieval-augmented generation over your private documents, databases and APIs.
Generative AI only creates value when it is grounded, governed and measurable. We design RAG systems over your private knowledge, build multi-step agents that take real actions, and put the evaluation and guardrails in place so output stays accurate and safe at scale.
What's includedCapabilities
Everything you need, end to end.
Autonomous agents
Multi-step agents that plan, call tools and complete real workflows.
LLM applications
Copilots, assistants and search experiences embedded in your product.
Fine-tuning
Domain adaptation and fine-tuning where it measurably beats prompting.
Evaluation & guardrails
Automated eval pipelines, safety filters and human-in-the-loop review.
Cost & latency tuning
Model routing, caching and optimization to keep quality high and cost low.
How we deliver
From idea to production.
01
Discover
We pressure-test the goal, map the data and define what success measures.
02
Design
Architecture and approach that's feasible and durable — not just demo-ready.
03
Build
Senior pods ship working software every week, with you in the loop.
04
Scale
We harden, monitor and optimize for production, then grow with you.
Why it matters
Outcomes, not output.
01
Accurate by design
RAG and evaluation keep answers grounded in your real data.
02
Governed & safe
Guardrails, audit trails and access control built in from the start.
03
Production-ready
Latency, cost and reliability engineered for real usage, not demos.
QuestionsFAQ
Good questions, answered.
What is retrieval-augmented generation (RAG)?
RAG grounds a language model in your own data by retrieving relevant context at query time — dramatically improving accuracy and reducing hallucination.
Can you build autonomous AI agents?
Yes. We build agents that plan, call tools and APIs, and complete multi-step tasks, with the guardrails and evaluation needed to run them safely.
Do you fine-tune models or use prompting?
Both — we use whichever measurably performs best for your use case, and often combine RAG, prompting and fine-tuning.
Free 30-minute strategy call
Ready to build?
Tell us what you have in mind — we'll map a path from concept to production and reply within 24 hours.