customaiagents.builtforyourworkflows.runninginproduction.
Not chatbots. Not demos. Agents that connect to your existing systems, operate within defined security boundaries, and handle real work — deployed and monitored in production.
beyondthedemo.
Everyone has seen the AI demo. The problem is getting from a demo to a production system that runs reliably, connects to your actual tools, respects your security requirements, and handles edge cases without human intervention.
- Off-the-shelf chatbots can't access your internal systems or business context
- Enterprise AI firms charge $500K+ for deployments that take 6-12 months
- Internal teams build proof-of-concepts that never make it to production
- No visibility into cost, accuracy, or reliability once agents are running
whatwebuild.
Production AI agents that connect to your real systems and do real work.
MCP-based architecture
Agents connect to your existing systems via Model Context Protocol — your CRM, databases, project tools, and internal APIs. Each connection is scoped with explicit security boundaries and read-only access patterns.
Model routing & fallback chains
Production agents need reliability, not just capability. We build model routing chains — from high-capability models for complex reasoning down to fast models for simple tasks — with automatic fallback when primary models are unavailable.
Production security
PGP heartbeat monitoring, Tailscale VPN for database access, read-only query patterns, and defined security boundaries. These agents operate within the constraints your business requires.
Instrumented from day one
Every agent ships with latency tracking, accuracy measurement, cost per interaction metrics, and usage dashboards. You make the scale decision based on hard data, not hope.