AI integration
Agents and automation that do real work.
We bring AI into your product where it earns its place: assistants that answer from your data, agents that complete multi-step tasks, and automation that removes busywork, wired safely into your tools.
AI integration, end to end.
We're deliberate about where AI helps and where plain engineering is better. When it's the right call, we build it to be reliable: grounded in your data, monitored, cost-controlled, and with a human in the loop wherever the stakes are high.
A clear scope, senior engineering, and a process that gets you to a working product. Here's what this typically covers.
- 01AI assistants and chat over your data (RAG)
- 02Autonomous agents and workflows
- 03LLM API integration and prompt engineering
- 04Vector search and embeddings
- 05Human-in-the-loop and guardrails
- 06Evaluation and monitoring
What you walk away with.
A working AI feature in production
Clear cost and usage controls
A path to extend it safely
A process built to get you to a working product.
Every engagement follows the same clear path, so you always know what's happening and what comes next.
Frame
We pin down the task, the data, and what 'good' looks like.
Prototype
A fast proof that it works on your real data before committing.
Harden
Guardrails, evals, and cost controls so it holds up in production.
Ship
Deployed with monitoring and a plan to improve it over time.
Built on a modern, proven stack.
We use well-supported tools that keep your product fast today and easy to maintain long after launch.
- 01LLM APIs
- 02RAG
- 03Vector DB
- 04Agents
- 05Next.js
- 06Webhooks
Frequently asked questions
Will the AI make things up?+
We ground responses in your own data (retrieval), add guardrails, and evaluate accuracy, which dramatically reduces hallucination. For high-stakes steps we keep a human in the loop.
How do you keep AI costs under control?+
We pick the right model for each task, cache where possible, and add usage limits and monitoring, so spend stays predictable as usage grows.
Can you add AI to our existing product?+
Yes, that's most of what we do here, embedding assistants, agents, or automation into the app and tools you already run.
Let's scope your ai integration project.
Tell us what you're building and we'll send a quote.