AI agents, RAG systems, and intelligent solutions — engineered from concept to production by a team that ships.
We don't sell models. We build systems — grounded, accountable, and fast enough for your real workload. Every layer of the stack, from ingestion to inference to UX.
Hybrid semantic + lexical pipelines with citation-first outputs. No hallucinations, no handwaving — every answer has a receipt.
Multi-step autonomous workflows with guardrails, tool use, and graceful recovery. Built for production, not demos.
Streaming, caching, and fallback strategies baked in. We've debugged the 3am outage so your team doesn't have to.
Domain-specific benchmarks, golden sets, and live quality dashboards. Know what's working — and what's drifting.
AI without good UX is a tech demo. We design the interaction, not just the inference. Streaming, editable, inspectable.
We'll tell you when AI isn't the right answer. Most consultancies won't. That's why our partnerships last longer.
Most AI shops lead with a model and look for a problem. We lead with the problem. If a simple rule-based system solves it in a week, we'll ship that. If it needs a fine-tuned LLM, agent orchestration, and six months of evals — we'll ship that too.
The best AI projects start with a conversation. Ours is free, honest, and takes 20 minutes.