Business use cases

Turn a raw sales-call transcript into a MEDDIC scorecard — Metrics, Economic buyer, Decision criteria & process, Identified pain, Champion — with a deal-health score and next steps.

Score any inbound lead (call note, email thread, or form) on Budget, Authority, Need, Timeline and return a qualified / not-yet verdict with the gaps to chase.

A homepage chat that greets visitors, answers product questions, qualifies them, and books a demo — in real time, at high volume.

An outbound/inbound voice agent that books meetings. A three-model pipeline: speech-to-text → reasoning → text-to-speech, all on low-latency infra.

Generate personalized, on-brand cold emails at volume from a prospect's company + trigger event — without sounding like a template.

Condense a call transcript into a CRM-ready note: summary, action items with owners, sentiment, and the fields to update.

Classify each uploaded document/screenshot against the right control (SOC 2 / ISO 27001) and flag whether it's sufficient evidence — at scale.

Given your current policies and a target framework, find the gaps, rank them by audit risk, and draft remediation steps.

Auto-answer a prospect's security questionnaire from your own policy library — grounded, with citations and a 'needs human review' flag.

Categorize, prioritize (P1-P4), detect churn/security signals, and route every inbound ticket the moment it lands.