Custom AI.
Precise
by design.
the_agnts_ designs and develops custom artificial intelligence systems — from multi-agent pipelines to full-stack ML infrastructure. We work from your specifications, not from templates.
What we build
Four service lines. Each delivered end-to-end.
Agent Architecture
Multi-agent system design: task routing, memory management, tool use patterns, and coordination protocols under production constraints.
LLM Integration
Fine-tuning, RAG pipelines, and domain-specific evaluation frameworks for applications that require consistent accuracy at scale.
ML Pipeline Engineering
End-to-end: data ingestion, preprocessing, training infrastructure, model evaluation, and versioned deployment with rollback capability.
System Integration
Embedding AI into existing stacks, APIs, and operational workflows. Designed for minimal friction and maintained by your team post-handoff.
How we work
Five-phase delivery. No surprises.
Brief
Define objectives, constraints, data landscape, and success criteria.
Architect
System topology, component specs, and integration points. Delivered as a written blueprint in <48h.
Build
Iterative development with checkpoint reviews. Full source access throughout every sprint.
Deploy
Infrastructure provisioning, staging validation, and production rollout with rollback protocol.
Monitor
Telemetry dashboards, drift detection, and ongoing refinement under agreed SLA.
No off-the-shelf wrappers. Every system designed from your specific requirements.
From intake to a delivered architecture proposal. Across all engagements to date.
Finance · Legal · Health · Ops · Logistics · Media · Manufacturing · Gov. Sector-specific agent patterns per vertical.
Start a project
Tell us what you need. We'll tell you if we can build it.
Describe your use case and current stack. If the fit is right, we respond with a preliminary architecture sketch within 48 hours. NDA available on request.