CX VOICE AI AGENT OBSERVABILITY

Every AI
interaction, proven

Trace every interaction end to end across 50+ voice AI, voice CX, and CCaaS verified collectors. Detect failures in real time.

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Experis Manpower Group Logo
Adobe company logo with stylized red 'A' and red text on black background.
ServiceNow SVG Logo
Cochlear Grey Logo
3M Grey Logo
Accenture Grey Logo
IAG logo with white lowercase letters on a purple circular background.
AMP logo with stylized leaf design.
4 of the Top 10 Global Software
2 of the top 10 U.S. Healthcare
Top 3 Global Pharma
2 of the Top 5 UK Banks
Top 3 Global Travel
10 Fortune 500 Industrials & Insurance Leaders

4 of the Top 10 Global Software
2 of the top 10 U.S. Healthcare
Top 3 Global Pharma
2 of the Top 5 UK Banks
Top 3 Global Travel
10 Fortune 500 Industrials & Insurance Leaders

RAw signal to rooT cause

Telemetry from every platform,
call by call

Collect

Real-time telemetry. Verified out-of-the-box collectors for 50+ major voice AI, voice CX, and CCaaS platforms.

Interpret

Every AI turn, tool call, and handoff becomes a span on the Customer Journey Trace, in the order it happened.

Act

Alert on failures in production, compare versions against baselines, and keep an auditable record of every AI decision.

Features

One record, every layer.

Voice AI, IVR, tools, queues, and human agents. Every segment of the call in one place, with the metrics beneath each step. Find what failed, and confirm what fixed it.

See what happened

From the first AI turn to resolution

The Customer Journey Trace puts every step of the interaction on one timeline. Click any span to open the attributes, metrics, logs, and insights beneath it.

catch what's breaking

Detect failures in real time

Monitor every production call for upstream and downstream API failures, NLU errors, audio degradation, and failed handoffs to a human. Surface the fault before it becomes a complaint.

PROVE what's Working

Compare AI versions against a baseline

Understanding metrics like missed utterances and fallback rate, effort metrics like turns, duration and barge-in, and NLU confidence by intent. Pick a version, pick a cohort, see the delta.

SEAMLESS INTEGRATIONS

Real-time observability across 50+ CX, AI & Contact Center platforms

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One standard for every agent

Measured from outside the vendor stack, every voice AI and CCaaS platform meets the same bar. One metric set, one standard of evidence, across 50+ platforms.

Inside the trace

AI turns and intent

Every turn carries what the AI heard, matched, and decided. Catch the misread intent behind a call sent the wrong way.

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Tool calls and latency

Every API the AI calls, with latency, errors, and timeouts per span. When a downstream service is slow, the customer sits in silence. Pinpoint the timeout and the context it dropped.

Routing, queues, and network

IVR, queue, holds, and network quality, each with the metrics beneath it. See where repeat callers signal unresolved failures, and what failed interactions have in common.

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catch it live, keep the evidence

Real-time failure monitoring

Catch the first sign of degradation, so faults surface before customers report them.

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Transfer and handoff analysis

Tell a designed escalation apart from a misroute. Two handoffs with the same intent can end very differently. Measure audio, context, duration, and drops on each.

Verified resolution

Prove resolution from the telemetry: disconnect reason, intent state, NLU confidence, queue events, and hold time.

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Built for Governance

An answer for every AI decision, with evidence

Every AI decision leaves a record: what the AI did, what the customer experienced, and where a human should have stepped in. That's what proves the system performs within policy, backed by an auditable log of every decision. Deploy with confidence: proactive detection, evidenced on every production call.

Case Studies

Powering performance for the worlds
best Contact Centers

    CX Observability delivers end-to-end visibility across every interaction…Think of it as Datadog for contact centers.

Nicolas De Kouchkovsky
No Jitter

Read case studies
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Customer Journey Trace

Frequently asked questions

Where can I find out more about the Operata MCP Server?

What AI systems can connect to Operata with MCP ?

How does Operata MCP Server enable security?

What is the Operata MCP Server?

What is MCP?

What are some typical use cases for MCP Server in my organisation?

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Ready to bring CX Observability to your contact center?

See how Operata empowers IT and Ops teams to intelligently resolve issues and improve interactions in your contact center.

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See how Operata empowers IT and Ops teams to maintain a truly connected customer experience in today's complex cloud contact center ecosystem.

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