AI engineering studio
Demos are easy. Production is the job.
We build AI agents, LLM apps and automation that keep working after launch.
Services
What we build
From the first agent to the infrastructure under it. We take AI products from working once to working every day.
AI Agent Development
Agents that use your tools and data to finish real tasks, with guardrails and logs so you can see what they did.
LLM Application Development
Chat, search and document features built on language models and tested against the inputs your users actually send.
AI Workflow Automation
We connect models to your existing systems so repetitive work runs on its own and hands off to people when it should.
Backend and API Development
The services, queues and APIs behind your AI features, built to handle real traffic and fail safely.
Cloud Infrastructure (AWS)
AWS setups for AI products with sensible costs, monitoring and deploys you can repeat without worry.
AI Product Audit
A fixed-scope review of your AI product that ends in a clear, prioritized fix list.
The gap
Why it breaks after the demo
A demo runs on a few good prompts and a quiet server. Real users bring everything else.
Real inputs are messier than test prompts.
We build test sets from real usage and check every change against them.
Costs grow quietly.
We track cost per request, cache what we can and send simple work to smaller models.
Latency kills trust.
We stream responses, trim prompts and measure speed where users feel it.
Providers go down.
We add retries, timeouts and fallback models so one outage does not take you down with it.
Process
How we work
Four steps. You always know where things stand and what comes next.
Audit
We review what you have: code, prompts, data, costs and the experience your users get.
Plan
You get a written plan with priorities, trade-offs and a realistic timeline.
Build
We ship in small, tested steps, and you see progress every week.
Run and improve
After launch we watch quality, cost and uptime, and keep making it better.
Got an AI idea or a demo that needs to hold up?
Tell us what you have and where it struggles. We will tell you honestly what it takes.