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AI ИнструментDead Man Walking

Cresta Real‑Time

Cresta Real‑Time focuses on Agent assist → Voice agents → Automate workflows.

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AutomateVoice agentsAgent assist
Cresta Real‑Time - AI tool hero image
1Automate
2Voice agents
3Agent assist
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Stork Quadrant

Dead Man Walking· 23/100

An LLM can do most of what this tool's UI promises. No moat, no agent presence.

“Cresta's core defensibility rests on proprietary call data (millions of hours of contact-center conversations) and the trust moat in high-stakes customer interactions where mistakes cost revenue or compliance. An LLM alone can't replicate the trained models on your specific vertical's call patterns, nor can it bear the liability when a coaching miss tanks a deal or triggers a regulatory issue. The coordination layer—integrating with your dialer, CRM, and QA workflows—adds friction that keeps it sticky. But as LLMs get better at real-time reasoning and companies build their own fine-tuned models on internal call data, the defensibility erodes unless Cresta keeps its data advantage sharp.”

— Claude Haiku 4.5, scored 2026-05-25

Defensibility · 42/100

  • Physical-world coupling
  • Regulatory moat
  • Network liquidity
  • Proprietary refreshing data
  • High-trust catastrophic workflows
  • Multi-party coordination
  • Brand / community / taste

An LLM alone could replace

  • Generate real-time coaching suggestions based on conversation transcripts
  • Identify compliance violations or script deviations during a call
  • Summarize call outcomes and suggest next steps
  • Flag emotional tone shifts or customer dissatisfaction signals

Agent-Readiness · 0/100

  • Verified MCP
  • Listed on agent surfaces
  • Usage-based pricing
  • Headless agent auth
  • Public OpenAPI
  • Active changelog
  • llms.txt

How to defend

Double down on vertical specialization (financial services, healthcare, high-compliance verticals) where the liability and regulatory burden are highest, and bundle proprietary benchmarking data that only they can offer (e.g., 'your reps are in the bottom 10% for close rate vs. peers in your industry'). Shift from UI to API-first so agents call Cresta's models directly, making it infrastructure rather than a replaceable tool.

  • Ship an MCP server and list it on Stork — biggest single point gain (+25).
  • Get listed in the Anthropic MCP registry, Cursor, or Claude Desktop (+20).
  • Add a usage-based or per-call tier; per-seat-only pricing dies when agents replace seats (+15).
  • Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
  • Publish an OpenAPI spec at /openapi.json or /.well-known/openapi (+10).
How this score is computed →See the full quadrantHow to defend

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overview

Overview

Cresta Real‑Time focuses on Agent assist → Voice agents → Automate workflows.

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