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Maps before models. We trace your workflows end-to-end and surface the places where AI compounds — not the places where it just adds noise.
- Workflow audit
- System-of-record map
- Compound-value scoring
Custom software, built fast. Intelligence layered on top. Your business, finally running on its own data.
Let's talk →Purpose-built agents trained on your business context — not bolted-on chatbots. They live inside your workflows, talk to your systems, and act on real signal.
→ agentsWe design the spine — data pipelines, retrieval layers, model routing, auth, observability. Built to scale with your org, not against it.
→ architectureDeployed to the edge from day one. Sub-100ms latency anywhere, with the cost profile of a static site and the intelligence of a custom AI stack.
→ edgeRAG, architected. Your data stays yours. Your apps stay current. Your answers stay cited.
Four phases. One small team that pairs with yours from first call to compounding outcomes.
Maps before models. We trace your workflows end-to-end and surface the places where AI compounds — not the places where it just adds noise.
Architecture that fits your stack — not the other way around. RAG topology, agent boundaries, eval harness — all decided in the open with your engineers in the room.
Shipped to your VPC, your edge, your platform — wherever your data already lives. Zero disruption rollouts; your team stays productive while we cut over.
Continuous improvement, not a one-off project. Eval-driven iteration, new models when they earn their place, and proactive upgrades as your data and product grow.
We'll show you what's possible at edge speed. Response within 24 hours.