Typical Cost Bands
- Pilot (single workflow): INR 8-20 lakhs
- Production rollout (multi-system): INR 25-60 lakhs
- Enterprise multi-agent programs: INR 60 lakhs to INR 1 crore+
Main Cost Drivers
The biggest cost factor is integration complexity. Connecting agents with CRM, ticketing, ERP, and internal APIs takes most engineering effort.
Governance quality also affects cost. Teams that need approvals, audit trails, and policy control invest more upfront but reduce risk later.
How to Plan Budget Safely
- Prioritize one workflow where automation impact is measurable.
- Define KPI targets before model or framework choices.
- Budget separately for build, hardening, and optimization.
- Avoid overbuilding orchestration before proving workflow value.