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Agentic AI Testing

Launch your Agentic AI with confidence

Agentic AI systems are powerful — and unpredictable. Bespoken's simulation and evaluation platform gives you the confidence to launch, and the tools to keep it performing long-term.

System confidence score Live simulation
%

Based on 1,000-case persona simulation

Accuracy
Complete
Precision
Relevance
Resolution
dashboard.bespoken.ai / simulations
Dashboard › Simulations
Simulations
Demo Simulation
22 personas
70 Score
Monitor
Run
Bespoken Airlines
1 persona
12 Score
Monitor
Run
Elevance ASR Simulation
6 personas
91 Score
Monitor
Run
Elevance ID Card Simulation
5 personas
50 Score
Monitor
Run
Elevance Open-Ended
1 persona
No score yet
Monitor
Run
Twilio Crawl
101 personas
No score yet
Monitor
Run
The challenge

Agentic AI is hard to test.
Even harder to trust in production.

Agentic AI systems interact with customers in real time. When they fail, customers notice first. Here are the five problems teams run into without the right testing approach.

Variable behavior

Non-deterministic AI outputs make it nearly impossible to know if your system is working correctly from one test run to the next.

Too many test cases

Manual test creation can't keep pace with real-world customer intent. Teams end up with shallow coverage and false confidence.

Evolving models

Every LLM update can break expected behavior. Without continuous evaluation, you don't know what changed until a customer tells you.

Bad speech recognition

ASR errors compound throughout agentic flows. A misheard word can derail an entire interaction — and most teams never measure ASR accuracy directly.

How Bespoken helps

A complete system for agentic AI confidence

Persona-based simulations

We build detailed personas that reflect your real customer intents, profiles, and edge cases — then simulate conversations automatically. No manual scripting required.

Intent modelingCustomer profilesEdge cases
Male Voice — Deep
Persona #1
Intent Book a flight
Temperament CALM
Voice ID en-US-Wavenet-A

Multi-factor evaluations

Every simulation is scored across five dimensions — accuracy, completeness, precision, relevance, and resolution — using a combination of LLM-based and rules-based evaluators.

LLM evaluatorsRules-based checksCustom metrics
Overall Results
70 Accuracy
70 Precision
67 Relevance
71 Resolution

Ongoing regression tests

Once your system stabilizes, simulation findings transfer into curated functional test suites. Your team runs them continuously — so you always know where you stand.

Curated test suitesCI/CD integrationDrift detection
Overall Accuracy Over Time
100 75 50 25 May 28 May 29 Jun 1 Jun 2 Jun 19
Evaluation framework

Five dimensions. One clear picture.

Every simulation run scores your system across five axes — giving you a reliable, repeatable measure of health that goes far beyond pass/fail.

Accuracy

Is the information the agent provides factually correct?

Completeness

Does the agent fully address the customer's intent?

Precision

Is the response focused, or does it include irrelevant content?

Relevance

Does the answer match the actual question being asked?

Resolution

Does the interaction end with the customer's need met?

Evaluation Detail
Intent
Book a flight from New York to Los Angeles for next Friday.
Snippet Source
Knowledge base — Flight Booking Workflow v2.3
Snippet Source URL
https://kb.bespoken.ai/workflows/flight-booking
Overall Metrics
Accuracy
78%
Completeness
53%
Precision
82%
Relevance
74%
Resolution
68%
Responsiveness
91%
Robustness
85%
Testing tiers

Depth vs. speed vs. cost — you control the mix

Every test tier measures something different. The deeper you go, the more realistic — and the more expensive. Bespoken runs all three, in the proportion that makes sense for your system.

End-to-End

Depth
Speed

Interacts with your full system exactly as a real user would — voice channel, speech recognition, AI logic, and response. The most realistic test you can run.

Integration

Depth
Speed

Bypasses the transport layer and hits your API directly. Enables parallel testing with broad coverage — without the overhead of a full call.

Component

Depth
Speed

Tests individual components — ASR, NLU, or LLM — in isolation. Maximum scale, minimum noise. Pinpoints exactly which layer broke.

Become a beta partner
Potentially no additional cost on utterances Dedicated time and support from our team We're looking for actively engaged partners
Schedule a demo →
Case study

What teams achieve with Bespoken

Case study
"With Bespoken, we are able to cover far more test scenarios than we could have manually."

— Lead Engineer, Dun & Bradstreet

An open-ended RAG + LLM webchat interface serving complex domain queries — tested at scale with persona-based simulation and zero integration overhead.

10k+Simulated test cases run automatically
100+Equivalent manual testing hours per day
$5M+Worth of equivalent manual testing hours
Productivity gains for the QA team
How we get started

Up and running in three weeks

Bespoken leads the initial setup and configuration. Your team takes full ownership from there — with our support whenever you need to go deeper.

Weeks 1–2

Exploratory testing & simulation

We identify scope, source personas, run initial simulations, and evaluate results together.

Bespoken AI
Week 3

Training & handoff

We train your team on the platform and hand over curated test suites and evaluation reports.

Your team
Ongoing

Regression & evolution

Your team runs continuous regression tests. As your system evolves, new simulations keep you ahead of issues.

Your team + Bespoken
Become a beta partner

Ready to launch your agentic AI with confidence?

We're working with a select group of actively engaged beta partners. All features are included in your existing plan — pricing is based on usage only. No extra cost to get started.