Quality Assurance for the Agentic Era

Test your AI agentslike you test your software.

QuCe runs your existing test cases against chat and voice agents, scores every conversation, and catches regressions before your customers do.

Book a demo

No rewrites. No ML team required. Chat + voice in one platform.

suite · billing-agent-regression

24 CASES

Live readiness

47/100

3/6 run

  • VOICEBalance inquiry — happy path
    Pass12.4s
  • VOICERetry after caller silence
    Pass18.1s
  • CHATNegative amendment flow
    Fail9.7s
  • VOICEBarge-in interruption
    Running—
  • VOICEHindi → English handoff
    Queued—
  • CHATPII redaction check
    Queued—

Illustrative sample data · not a real customer run

Built for QA teams shipping agents on

Kore.aiLangGraphOpenAIBedrockDialogflowRasaVapiRetellLiveKitTwilioKore.aiLangGraphOpenAIBedrockDialogflowRasaVapiRetellLiveKitTwilio

The problem

Manual QA doesn't scale for AI agents

AI agents are non-deterministic, multi-turn and take real actions. Scripts and spot-checks can't keep up.

Slow

A 50-case regression cycle takes days of manual calling and note-taking.

Expensive

Every manual run burns QA hours that never compound into assets.

Inconsistent

Two testers score the same conversation differently.

Incomplete

Edge cases, silence and retries rarely make it into the plan.

Multilingual

Hindi, Arabic and Indian English journeys go untested.

Multi-dialect

Accents and dialects change how agents behave — and fail.

The Automation Ladder

Start with what you have. Climb as far as you want.

Level 1

Run your existing test cases

Upload Excel/CSV, TestRail, Zephyr or Xray exports — even Word docs. QuCe parses them and runs them on chat or voice. No rewrites.

Excel / CSVTestRailZephyrXrayWord

Level 2

Describe a scenario, get a suite

Write the scenario in plain English. QuCe generates test cases with happy paths, edge cases and caller personas.

Happy pathsEdge casesPersonas

Level 3

Coming soon

From requirements to certified agent

Ingest PRDs, user stories, Jira and Confluence pages, plus IVR, Dialogflow and LangGraph flows. Get scenarios and test cases with full traceability.

PRDsJiraConfluenceIVR flowsTraceability

Five pillars

One platform for the whole quality lifecycle

Test Authoring & Generation Studio

Import existing cases, generate new ones from plain-English scenarios, and manage them like code.

Simulation Engine

Multi-turn conversations over real telephony (SIP/Twilio) and WebRTC — with accents, background noise, interruptions and barge-in.

Evaluation & Scoring

50+ metrics with plain-language rubrics. Deterministic assertions plus LLM-as-judge, rolled into one readiness score.

Regression & Release Management

Baselines, version diffs, CI/CD gates and release sign-off reports your whole team can act on.

Production Monitoring

Live scoring of real conversations, drift alerts, and one click to turn any failure into a regression test.

How it works

From test case to evidence in five steps

01

Read

Imports your test cases, docs and agent flows.

02

Understand

Extracts intents, entities and expected behavior.

03

Dial / Chat

Connects over phone, SIP, web chat or API.

04

Converse

Runs multi-turn conversations with AI personas.

05

Report

Scores every turn and files a readiness report.

Voice testing

Voice testing that sounds like your customers

Real telephony calls — SIP trunks, toll-free numbers and IVR — plus WebSDK, web chat and Microsoft Teams. Simulated callers interrupt, go quiet, switch language mid-sentence and speak with the accents your customers actually have.

Voice profiles

Accent: Indian EnglishAccent: Gulf ArabicGender: F / MRate: 0.75–1.5x

Background environments

Quiet roomCall centerStreetCaféCarPoor phone line

Multilingual & multi-dialect

Indian EnglishHindiArabic+ 40 more

+91 80 4719 2400

Toll-free · SIP · en-IN

LIVE CALL
  • 00:04

    Agent

    Welcome to Meridian Bank. How can I help you today?

    Understanding 5/5
  • 00:11

    Caller · hurried, en-IN

    Hi — I need to block my card. I think I lost it.

    Persona: hurried
  • 00:19

    Agent

    I'm sorry to hear that. I can block it right away — can you confirm the last four digits?

    Task success ✓

Illustrative sample data · simulated caller persona

agent-readiness-scorecard

CERTIFIED

91

/100

Agent Readiness Score

Weighted across seven categories. Rolled up from 214 scored conversations.

Illustrative sample data

  • Task Success30%
    94
  • Understanding15%
    90
  • Response Quality15%
    88
  • Reasoning15%
    86
  • Context Retention10%
    92
  • Tool Usage10%
    89
  • Safety5%
    97
Hallucination Rate · 0.8%Prompt Injection Resistance · 98.2%Flakiness Rate · 1.4%P95 Latency · 840 ms

Evaluation & scoring

Every conversation, scored against your standard

50+ metrics across task success, understanding, reasoning, safety and more — weighted into a single Agent Readiness Score.

  • Deterministic + LLM-as-judge

    Hard assertions where behavior is exact, rubric-based judging where it isn't.

  • Plain-language rubrics

    QA writes the criteria in English. No prompt engineering, no ML team.

  • Weighted readiness score

    One number your stakeholders can sign off on — with the evidence behind it.

Security & red-teaming, built in

Every suite can attack your agent before someone else does. Aligned to the OWASP LLM Top 10.

Prompt injectionJailbreaksPII leakageOff-topic driftOWASP LLM Top 10

Enterprise foundations

The controls your security team expects, from day one.

SSORBACAudit logsPII redaction

Why QuCe

Eval tools grade essays. QuCe ships evidence.

CapabilityQuCeLLM eval toolsVoice-only testing toolsLegacy contact-center QA
Built for QA teams
Chat + voice in one platform
Imports existing test cases
Test management & release sign-off
CI/CD gates
Production monitoring

Integrations

Plugs into the stack your QA team already runs

CI/CD

GitHub ActionsGitLab CIJenkins

Defects

JiraLinearAzure DevOps

Alerts

SlackTeamsPagerDuty

Channels

Voice / IVRPhone / SIPToll-freeWeb chatREST / WebSocketWeb / Mobile SDKMS TeamsSMSWhatsAppSoonTelegramSoon

QuCe Certification

Every AI agent you ship should pass a QuCe certification.

See how your agent holds up before your customers do.

Book a demo