Contact CenterBest for AI voice agent call investigationReviewed March 2026

Sherlock Calls vs Creovai

Creovai analyzes human contact center conversations for performance insights. Sherlock Calls investigates AI voice agent failures across Twilio, ElevenLabs, and 13+ providers — in Slack, in under 5 seconds.

TL;DR — The short answer

  • 1

    Creovai analyzes human contact center agent conversations — scoring calls, detecting topics, and surfacing coaching insights.

  • 2

    Sherlock Calls investigates AI voice agent failures — Twilio, ElevenLabs, and Vapi correlated into a plain-English root cause delivered in Slack.

  • 3

    Creovai is for contact center operations teams. Sherlock is for AI voice agent engineering and ops teams.

Understanding both tools

Sherlock Calls

AI-powered voice call investigation

Sherlock Calls is a Slack-native AI investigator for operations teams. Connect your existing providers — Twilio, ElevenLabs, Vapi, Genesys, and 20+ more — and ask questions in plain English. Sherlock autonomously gathers data across all connected services, correlates events, and delivers a sourced answer in under 5 seconds. No new dashboards. No SDK. No code changes.

  • Works inside Slack — no new UI to learn
  • Connects to 20+ providers in minutes
  • Investigates calls autonomously with AI
  • Free tier — 100 credits per workspace

Creovai

Conversation analytics for contact centers (formerly Tethr)

Creovai (formerly Tethr) is a conversation analytics platform for contact centers. It provides call scoring, topic analysis, and agent performance tracking for human call center operations.

  • Automated call scoring and topic detection across human agent conversations
  • Agent performance tracking and coaching recommendations
  • Rebranded from Tethr to Creovai with expanded AI analytics capabilities
  • Integrates with major contact center and call recording platforms

Feature comparison — Contact Center

Sherlock Calls vs Creovai & peers

All tools in the Contact Center category — so you can compare both head-to-head and within the landscape.

Feature
SherlockCalls
Creovaithis page
BaltoCallMinerCloudTalkCrestaCyaraEvaluAgentFreshdeskKaizoLevel AIMaestroQANICE CXonePlayvoxScorebuddySprinklrSquareTalkSupportLogicUniphoreVerintVoxjarZendesk QA
AI call investigation
AI agent & LLM tracing
AI governance & compliance
Offline LLM evaluation
Provider integrations
20+
Call recording and CCaaS
Human CCaaS platforms
Human call recording platforms
Own VoIP platform (CloudTalk-native)
Human CCaaS platforms
IVR/contact center platforms
UK/EU contact center platforms
Helpdesk and support channels
Zendesk and Salesforce
CCaaS and call recording
CCaaS and helpdesk platforms
Enterprise telephony (own CCaaS)
CCaaS and helpdesk platforms
Call recording and CCaaS platforms
Enterprise social and service channels
Own CCaaS platform (SquareTalk-native)
Salesforce, Zendesk, support platforms
Enterprise CCaaS platforms
Enterprise telephony and CCaaS
Call recording platforms
Zendesk-native only
Cross-provider correlation
Natural language queries
Zero-code setup
Per-call cost tracking
Free tier available
Supported
Partial
Not available

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Key differences

Why teams switch from Creovai to Sherlock

AI Agent Stack vs Human Call Recordings

Sherlock Calls

Sherlock connects directly to your Twilio, ElevenLabs, Vapi, and Retell accounts. No call recording infrastructure required.

Creovai

Creovai analyzes recordings from human contact center calls. It has no native connectors for AI voice agent platforms and no multi-provider API-level investigation.

Failure Forensics vs Performance Analytics

Sherlock Calls

Sherlock answers operational questions: 'Why did this specific call fail?' with a sourced multi-provider timeline and root cause.

Creovai

Creovai surfaces aggregate performance trends — call scoring trends, topic frequency, agent coaching opportunities — rather than diagnosing specific technical failures.

Slack-Native vs Platform Dashboard

Sherlock Calls

Investigation happens in Slack. No new platform login, no separate tool.

Creovai

Creovai delivers analytics through a dedicated web dashboard requiring platform navigation and login.

Which tool is right for you?

When to choose Sherlock vs Creovai

Choose Sherlock Calls if…

  • Your team runs AI voice agents and needs real-time failure investigation
  • You want cross-provider correlation from Slack without a new analytics platform

Consider Creovai if…

  • Your contact center runs human agents needing call scoring and topic analytics
  • You need aggregate performance trends and coaching recommendation workflows

Pricing

Cost comparison

Sherlock Calls

Free to start

100 credits per Slack workspace. Team plans from $50/month. No credit card required to start.

  • Free tier — 100 credits/workspace
  • Team: $50–$5,000/month (usage-based)
  • Enterprise: custom pricing
  • No sales call required to start
  • Cancel anytime

Creovai

Enterprise (custom)

Creovai is enterprise-only with no published pricing or free tier.

* Pricing sourced from public information. Contact Creovai for current rates.

FAQ

Frequently asked questions

What is the difference between Sherlock Calls and Creovai?

Creovai analyzes human contact center call recordings for performance scoring and topic analytics. Sherlock Calls investigates AI voice agent failures across Twilio, ElevenLabs, and Vapi in real time, delivering root cause analysis in Slack.

Is Creovai the same as Tethr?

Yes. Creovai is the rebranded version of Tethr, a conversation analytics platform for contact centers. The core use case — analyzing human agent call recordings — remains the same.

Is Sherlock Calls a Creovai alternative?

For AI voice agent teams needing failure investigation, yes. For human contact center analytics, Creovai is purpose-built.

How do I migrate from Creovai to Sherlock Calls?

No migration needed. Sherlock and Creovai serve different use cases and can coexist if you run both human and AI-generated calls.

Does Sherlock Calls replace Creovai?

Not for human contact center analytics. Creovai is built for that. ⚠️ Phase 2 note: When Sherlock expands to human call QA, this comparison will be updated.

Ready to investigate your calls the smarter way?

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