Teams ask how much it costs to build an AI agent after polished demos. Production agents are quieter work: tool access, evaluation, fallbacks and human handoff — not just a prompt.
Pilot vs production price reality
- ₹4–12 lakh — focused pilot with limited tools and a clear success metric
- ₹12–40 lakh+ — production agent with CRM/API tools, monitoring, multilingual voice
- Ongoing — model tokens, telephony minutes, evaluation and prompt maintenance
Line items inside an agent quote
- Conversation design and prompt/version control
- Tool connectors (CRM, calendar, inventory, ticketing)
- Voice stack and telephony if calling
- Evaluation sets and regression tests
- Guardrails, logging and escalation paths
What inflates both build and run cost
Voice usually costs more than chat. Multilingual flows, high call volume and deep ERP writes raise spend. An FAQ bot is not the same product as an AI agent that books demos and writes to your CRM. Broader hiring context: AI agent development in India.
Mistakes that waste the first cheque
- Shipping prompts only — no evaluation harness
- Letting the agent write production data without approvals
- Underestimating monthly model/telephony bills
- No human handoff for edge cases
How we recommend scoping
Pick one measurable outcome (qualified leads, fewer missed calls). Measure contain rate and handoff quality before expanding tools. Pair agent work with AI development for RAG or data pipelines when knowledge is the bottleneck.
Can ChatGPT alone replace an agent?
Chat alone lacks your business tools and audit trail. Agents need connectors, policies and monitoring.
Scope an AI agent with us
Contact Altron Technologies for a use-case fit check and pilot estimate.
