AI That Works After the Demo
From strategy to production and beyond. We help you figure out where AI creates real value, design the architecture, ship the product, and build the feedback loops that make it smarter over time.
What We Do
Strategy, architecture, shipping, and continuous improvement. Pick what you need, or let us take it end to end.
AI Strategy
The LLM is the easy part. Understanding your problem is the hard part. We audit your workflows, identify the highest-impact opportunities, and decompose the problem at the right resolution. Then we prototype the top candidate so you can validate before committing.
AI Architecture
Design AI systems that work in production, not just in demos. Model abstraction so you can swap providers with config, not code. Prompt versioning, observability from day one, and clean interfaces between components. Architecture that makes experimentation cheap.
End-to-End Product Shipping
We build the system around the LLM, not on top of it. Domain logic encoded in schemas, evals that target real failure modes, and observability baked in. Not a prototype handoff. A working system in production.
Data Flywheel
Make your existing AI systems smarter over time. We build feedback capture, pipelines that surface failure patterns by root cause, and evals generated from real usage. If your system can't tell you what mistakes it makes most, it's not a flywheel. It's a log.
The SLS Process
We build AI systems that are honest, secure, and designed to improve over time.
Discover
We audit your workflows, identify where AI creates the most value, and prioritize by impact and feasibility. Then we prototype the top candidate so you can validate the approach before committing.
Design
Blueprint the production system: models, pipelines, guardrails, integration points, and data flows. You get a clear architecture document your team can build on and reason about.
Ship
Build and deploy the full product. Grounded, secure, monitored, and ready for real users. Not a handoff to your team with a TODO list. A working system in production.
Improve
Feedback capture, evaluation pipelines, and drift detection go live with your system. Your AI gets smarter from real usage, and we stay engaged to tune and evolve it over time.
Talk to an Engineer
Tell us what you're working on. We'll get back to you within one business day.