| Objection raised | Mentions | Win · AI | Win · human | Delta |
|---|---|---|---|---|
| Price too high vs competitor | 3,914 | 38% | 41% | −3 pts |
| Contract lock-in length | 2,742 | 44% | 47% | −3 pts |
| Data-security concerns | 1,806 | 61% | 58% | +3 pts |
| Missing feature: bulk export | 1,540 | 33% | 39% | −6 pts |
| Switching cost / migration | 1,388 | 47% | 45% | +2 pts |
| Support responsiveness | 1,204 | 72% | 69% | +3 pts |
| Billing-cycle flexibility | 962 | 55% | 57% | −2 pts |
| Integration with legacy ERP | 874 | 29% | 36% | −7 pts |
| Inbound voice | 14,820 |
| Outbound voice | 5,120 |
| WhatsApp Business | 3,980 |
| SMS | 2,410 |
| 1,860 | |
| Web chat | 1,140 |
Every transcript is written back to CRM with the deal stage it advanced. A conversation is credited when it is the last voice or messaging touch before an opportunity moves forward, within a 21-day look-back. Where two agents touch the same deal, the closing conversation keeps the credit and the earlier one is recorded as assisted. Amounts are read from the CRM opportunity, never estimated from the call.
HELIOS.PROD.NVKY_CALL_FACT — incremental merge every 15 minutes, dbt models downstream.
helios-analytics.nivakya.events — streaming insert, 4 partitions, 90-day retention.
s3 bucket helios-nivakya-archive — nightly parquet drop of transcript metadata and call outcomes.
Signed JSON events to your endpoints, at-least-once delivery with replay for 30 days.
Zipped CSV of the current view, ready for finance and board reporting.
Monday 07:00 IST summary to #helios-ops covering all five KPIs and the funnel delta.