Cirrus Insight: Salesforce-focused sales productivity platform whose Conversation Intelligence module records meetings, transcribes them word-for-word in real time, and auto-generates summaries and next steps synced to CRM. QEval: QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Cirrus Insight when recording, transcribing, and summarizing sales calls and customer meetings matters most, and QEval when real-time compliance monitoring and de-escalation support during live customer calls matters most. Try them side by side on real calls before deciding — needs vary by team.
Salesforce-focused sales productivity platform whose Conversation Intelligence module records meetings, transcribes them word-for-word in real time, and auto-generates summaries and next steps synced to CRM.
QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards.
Cirrus Insight is a Salesforce-centric sales productivity platform that pairs CRM email/calendar sync and sales-acceleration tools with a Conversation Intelligence and Meeting AI capability aimed at customer-facing teams. Its meeting bot sits in calls as an attendee, captures video, transcribes conversations word-for-word in real time, and produces post-meeting insights, draft follow-up emails, and suggested next steps. It also offers pre-meeting briefs that pull attendee and company context from sources like Salesforce, public web data, and third-party datasets (the separate Meeting AI feature focuses specifically on this pre-meeting research), plus live in-meeting coaching and answers on the fly. Captured contacts, conversations, and company data are written back automatically to Salesforce, which is the platform's primary integration; it also works alongside Gmail and Outlook inboxes. Because recording and transcription are delivered as part of a broader sales/CRM suite rather than a standalone notetaker, it best fits teams already standardized on Salesforce. The company says it serves 50,000+ customer-facing teams. Pricing is modular and quote-based: seats can be purchased per feature, no public dollar figures or named tiers are listed, and a survey or demo is required for exact figures.
Best suited for
QEval, built by Etech Global Services, is an AI-powered contact center quality assurance and performance management platform. It automatically transcribes recorded and live customer interactions across voice, chat, email, and SMS channels, then applies speech analytics, sentiment detection, and topic classification to evaluate every conversation against customizable quality scorecards rather than a small manual sample. Built for contact center QA teams, compliance officers, and operations leaders, it converts interactions into searchable transcripts in near real time, scoring both human and AI agents. QEval includes real-time agent assist that surfaces compliance prompts and de-escalation guidance during live calls, automated PCI/HIPAA/GDPR compliance monitoring with PHI/PII redaction, and coaching workflows with analytics and gamification to drive agent improvement. A flexible scorecard builder supports numeric, weighted, blind, and holistic scoring formats. Distinct from generic LLM wrappers, QEval emphasizes a proprietary multi-expert evaluation architecture, vendor-neutral scoring of third-party AI agents, and a roughly 30-day deployment timeline aimed at enterprise contact centers.
Best suited for
Cirrus Insight is a free tier with paid upgrades (paid); QEval is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | Cirrus Insight | QEval |
|---|---|---|
| Core capability | Meeting bot with call recording & real-time transcription | Automated transcription of recorded and live calls into searchable text via speech analytics |
| Standout feature | Post-meeting insights, follow-up drafts & next steps | Customizable quality scorecards (numeric, weighted, blind, and holistic scoring formats) |
| Team usage | Pre-meeting AI briefs (Meeting AI) | Evaluation across 100% of voice, chat, email, and SMS interactions instead of manual samples |
| Integrations | Live in-meeting coaching | Real-time agent assist with live compliance prompts and de-escalation guidance |
| Languages & capture | Automatic Salesforce sync | Compliance monitoring for PCI, HIPAA, and GDPR with PHI/PII redaction |
| Best-fit workflow | Meeting bot with call recording & real-time transcription | Scoring of both human agents and third-party AI agents, plus coaching, analytics, and gamification |
Cirrus Insight
Choose Cirrus Insight if you need recording, transcribing, and summarizing sales calls and customer meetings — strengths include bot joins calls as an attendee, captures video, and transcribes word-for-word in real time, then surfaces post-meeting insights, draft follow-ups, and next steps.
QEval
Choose QEval if you need automating quality monitoring and scoring of agent customer interactions at scale — strengths include transcribes and analyzes 100% of interactions across multiple channels rather than a sampled subset.
Cirrus Insight
QEval
It depends on your workflow. Cirrus Insight is strong for recording, transcribing, and summarizing sales calls and customer meetings, while QEval is strong for automating quality monitoring and scoring of agent customer interactions at scale. Both transcribe and summarize meetings.
Cirrus Insight is a free tier with paid upgrades and QEval is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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