Agent Orchestration
Configuring multi-agent systems that automate complex back-office operations. Deterministic, auditable, built to scale.
Single-purpose AI tools create as many problems as they solve — data silos, context switching, fragmented workflows. Agent orchestration coordinates multiple AI systems into a unified pipeline: one agent extracts data, another classifies it, a third routes it to the right person, and a fourth generates the report. All of it runs on deterministic state machines with error handling, retry logic, and human-in-the-loop checkpoints. Your team reviews exceptions, not every transaction.
What you get
Multi-Agent System Design
Coordinated AI agents that handle complex, multi-step operations — data extraction, classification, routing, and reporting.
State Machine Runtimes
Predictable, deterministic pipelines built on LangGraph and Temporal. Every step has error fallback, retries, and logging.
Human-in-the-Loop Triggers
Critical decisions pause for human approval. Routine operations fly through. You set the thresholds.
Event-Driven Architecture
Agents triggered by database events, webhooks, and pub/sub queues — not scheduled cron jobs that miss real-time needs.
Monitoring & Observability
Dashboards showing agent throughput, error rates, cost per operation, and ROI in real time.
Legacy System Integration
Hooks that let agents safely read from and write to your existing software — even the old stuff.
The process
Workflow Mapping
Identify the multi-step processes eating your team's hours. Document every handoff, decision point, and data source.
Agent Architecture Design
Design the agent topology — which agents handle which tasks, how they communicate, where humans step in.
Pilot Build
Build and test 1-2 agent workflows against your real data. Measure accuracy, speed, and cost.
Production Deployment
Full deployment with monitoring, alerting, and documentation. Your team gets trained on operations and extension.
Stop copy-pasting between AI tools. One orchestrated pipeline, one source of truth, 100% auditable.