Practical notes from the engineers who build agents, copilots and AI products.
Voice AI in India needs consent disclosure, secure recording storage with retention rules, DPDP-aligned processing with a grievance officer, TRAI-compliant commercial calling, and, for lenders, RBI fair-practice conduct. Here is how each translates into system design.
The return on an AI discovery sprint is mostly avoided cost. For $3,250 or ₹2,00,000 you either confirm a build worth $26,500 and more, or you cancel it in week two. On a single avoided wrong build the ratio is about eight to one, and it lands immediately.
Outbound AI calling works for reminders, confirmations, surveys, verification and lead qualification with structured questions. It fails for cold selling and anything that needs negotiation or trust. Here is the honest list, the compliance rules and how to run a campaign that customers do not resent.
A production AI voice agent costs a build fee of $17,500–56,000 (₹11.2–38.4 lakh) plus usage of roughly $0.05–0.15 per minute at scale, made up of telephony, speech recognition, the model and speech synthesis. Here is the line-by-line breakdown and how to cut it.
Ten working days, two calendar weeks, from kickoff to a written recommendation. That is the Eazyware AI discovery sprint at $3,250 or ₹2,00,000. Elapsed time stretches when data access is slow, so the honest planning figure is three to four weeks from first call to decision.
Collections voice agents make compliant reminder calls, negotiate only within rules you set, send payment links mid-call and log promise-to-pay outcomes, freeing collectors for the accounts that need judgement. Here is what works, the conduct rules and how to run it.
Deflection counts customers who gave up before reaching a person; resolution counts problems solved. Measure auto-resolution by intent, CSAT on AI-handled conversations and escalation reasons, and the number that goes on the board will be one the CFO and the customer both believe.
An AI discovery sprint costs $3,250 or ₹2,00,000 at Eazyware: a fixed price for ten working days, credited against your next build. That figure buys a decision, not a prototype. Where a vendor quotes materially more, the difference is almost always scope.
Clients own code, infrastructure, prompts and weights on payment; our pre-existing tools are licensed inside the deliverables. Nothing we build for you is rented back to you, nothing lives only in our accounts, and the handover pack is designed so another team could run and change the system without calling us.