Sherlock Calls
for ElevenLabs
Your ElevenLabs conversations are a case file waiting to be read. Sherlock deduces what they mean — search transcripts for any pattern, identify underperforming agents, trace costs to their source, and correlate with telephony data, all from a single Slack message.
TL;DR — What this integration does
- 1
Sherlock Calls connects to your ElevenLabs account via API key — no code changes, no SDK, no new dashboards. Your team starts asking questions from Slack in under 2 minutes.
- 2
Search across thousands of ElevenLabs conversations in plain English — 'Show me conversations where the agent failed to answer correctly' — and get full, sourced results with transcript excerpts.
- 3
Sherlock correlates ElevenLabs conversation data with Twilio call events and CRM records to give you the complete picture of every voice AI interaction in a single query.
$11B
ElevenLabs valuation (Feb 2026)
200%
ElevenLabs enterprise revenue growth YoY
0
New dashboards to learn
About ElevenLabs
What is ElevenLabs?
ElevenLabs is the leading AI voice company, valued at $11 billion after its $500M Series D (February 2026) led by Sequoia Capital. It closed 2025 with over $330M in ARR, driven by enterprise adoption by Deutsche Telekom, Revolut, Square, and Meta. Its Conversational AI platform enables teams to build voice agents with low latency, multilingual support, and real-time tool use — with enterprise revenue growing 200% year-over-year.
About Sherlock Calls
What is Sherlock Calls?
Sherlock Calls is an AI call detective that lives in your Slack workspace. It connects to voice providers, CRMs, and ad platforms, then answers any question about your calls in plain English — in under 5 seconds, with no code, no new dashboards, and no SDK required. Think of it as a senior analyst always on call, inside the tools your team already uses.
Setup
Connect ElevenLabs to Sherlock in 2 minutes
No code, no webhooks, no new dashboards. Just credentials and questions.
- 1
Connect ElevenLabs via API key
Add your ElevenLabs API key in the Sherlock Calls dashboard. Read-only access to all your agents and conversations — no code changes required.
- 2
Add Sherlock to Slack
Install the Sherlock Calls Slack app to your workspace in one click. Your team can start asking questions from any Slack channel immediately.
- 3
Investigate any conversation
Ask 'Show me conversations where the agent mentioned pricing incorrectly' — Sherlock searches transcripts, correlates data, and returns sourced results.
Use Cases
What teams ask Sherlock about ElevenLabs
- SC“Investigate conversations where the agent failed to answer the user's question correctly”
- SC“Which ElevenLabs agent has the highest escalation rate this week — and what's causing it?”
- SC“Which agent produced the highest cost per conversation this month?”
- SC“Give me the full case file for conversation ID [X] — transcript, tool calls, and outcome”
- SC“Find conversations longer than 8 minutes that ended with a negative evaluation score”
Features
What you can do with ElevenLabs
Transcript Analysis
Read and search through conversation transcripts in natural language. Find specific keywords, phrases, or conversation patterns across all your agents.
Agent Performance
Monitor agent success rates, conversation lengths, and quality metrics. Identify which agents need optimization with data-driven comparisons.
Cross-Service Correlation
Build unified timelines combining ElevenLabs conversation data with Twilio call events. See the complete call journey from SIP to transcript.
Cost Tracking
Track ElevenLabs API costs per conversation — LLM charges, TTS characters, and call minutes broken down by agent, date, or campaign.
Tool Call Analysis
See exactly which tools your agents called, what data they fetched, and how they made decisions during conversations. Debug integration issues instantly.
Quality Monitoring
Review evaluation results, success criteria, and quality scores. Identify conversations that need human review before they become a problem.
AI Tools
6 specialized tools, zero configuration
Sherlock picks the right tool automatically. You just ask in plain English — the AI knows which APIs to call and how to correlate the results.
FAQ
Common questions about Sherlock + ElevenLabs
How does Sherlock Calls connect to ElevenLabs?
- Sherlock Calls connects to your ElevenLabs account via API key with read-only access. No code changes, no SDK installation, and no ElevenLabs Console configuration is required. Setup takes under 2 minutes.
Can Sherlock Calls search ElevenLabs conversation transcripts?
- Yes. Sherlock Calls can search across all your ElevenLabs conversation transcripts in natural language — ask 'Find conversations where the agent said the wrong price' or 'Show me calls longer than 5 minutes that ended with a negative outcome.'
Can Sherlock Calls correlate ElevenLabs data with Twilio?
- Yes. Sherlock builds unified timelines combining ElevenLabs conversation data with Twilio call events. Ask 'Show me the full journey of this call — from Twilio pickup to ElevenLabs transcript' and get a correlated, chronological answer.
What ElevenLabs data can Sherlock Calls access?
- Sherlock Calls can access ElevenLabs conversations, transcripts, agent performance metrics, tool call records, evaluation scores, and cost data. All data is queried in real time — nothing is replicated or stored.
Can Sherlock Calls monitor multiple ElevenLabs agents?
- Yes. Sherlock Calls supports multiple ElevenLabs agents from a single Slack workspace. You can compare performance across agents, aggregate data, or drill into a specific agent — all through natural language questions.
Ready to investigate your ElevenLabs calls?
Connect your ElevenLabs account in 2 minutes. Start asking questions in plain English and get instant, AI-powered answers about your calls.
No credit card required · 50 free credits
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