Successful implementation is less about model choice and more about workflow design, guardrails, and measurable rollout milestones.
Step 1: Map process bottlenecks
Start with workflows that are repetitive, expensive, and easy to measure. This gives you fast feedback and strong internal proof points.
Step 2: Define human-agent boundaries
Establish where agents can act autonomously and where approvals are mandatory. This prevents failure modes during early deployment.
- Agent-owned: drafting, summarization, first-pass triage
- Human-owned: policy decisions, external commitments, financial approval
Step 3: Instrument and iterate
Track cycle time, accuracy, and intervention rate. Weekly reviews let you tune prompts, routing logic, and fallback rules quickly.