The short answers
Each of these is a single question answered directly. The linked page carries the working.
60 to 80 per cent of interactions handled by AI end to end, with the rest closed by a human on the same call. Anyone quoting 100 per cent hasn't run this in production.
Read the full answer →Lead qualificationCan an AI voice bot qualify loan leads in India?Where AI runs the full qualification flow it converts at roughly three times the human benchmark. Not because it is more persuasive, but because it calls every lead within seconds and applies the same criteria to the thousandth lead as the first.
Read the full answer →CostOriserve vs BPO: what's the real cost per outcome?Roughly 30 per cent less per outcome than a traditional BPO seat in India, and up to 80 per cent less per interaction where AI handles the call end to end. Two different numbers measuring two different things.
Read the full answer →RenewalsCan an AI voice bot run insurance renewal reminders without a compliance problem?The compliance case is stronger than the efficiency one: permitted hours enforced as configuration, mandated disclosure on every call, and 100 per cent of interactions audited rather than the usual sample.
Read the full answer →RetentionHow does AI-assisted retention actually move the needle on renewals?With Vi (Vodafone Idea), retention improved 4.1x on customers who had already started porting out. The mechanism is timing: catching save-intent while the decision is still live.
Read the full answer →LanguagesDoes AI actually work for collections calls across Indic languages?Yes, in production, across 10 or more Indian languages plus Hinglish, running more than 1 million calls a day on collections, renewals and retention.
Read the full answer →ComplianceIs a voice AI platform actually compliant enough for BFSI or regulated data?Oriserve is ISO 27001:2022 certified, runs India-resident, and audits 100 per cent of interactions automatically, not a sample. Those three are what to check first.
Read the full answer →Go deeper
Longer pieces for when the short answer isn't enough, written for the person who has to defend the decision internally.
Eight criteria that decide whether a deployment recovers money or just runs, and the blunt question to ask for each.
Buyer's guideBuild vs buy voice AIWhat building Indic speech, telephony, compliance and model-ops actually costs, and when buying wins.
Buyer's guideOutcome-based pricing for contact-centre AIPer-minute pricing pays a vendor to talk longer. What outcome pricing needs to work, and where it breaks.
CompareAI agents vs BPO for collections and supportThe fuller comparison against a human-seat model, beyond the headline cost number.
ComplianceRBI-compliant AI collections in IndiaHow recovery-conduct norms apply to AI voice collections, and why a logged agent enforces them better than a floor.
EngineeringWhisper-Hindi2Hinglish, our open-source speech modelA Whisper fine-tune for how India actually talks, released under Apache 2.0. Benchmarks and limits included.
Still the fastest way to judge it.
Hear an AI agent handle a real call, on your own number, in about 30 seconds.