Hamming AI logo

Hamming AIAutomated testing and observability platform for AI voice agents.

4.5 (6)
Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026
Voice AITestingObservabilityDeveloper ToolsLLM EvaluationAnalyticsEnterprise

Overview

Hamming AI is a developer-focused platform for testing, monitoring, and improving AI voice agents before and after deployment. It simulates realistic phone calls at scale, letting teams stress-test conversational flows, prompts, and edge cases without manual QA. The platform combines call simulation, prompt management, evaluation, and production call analytics in one workflow. Teams can replay scenarios, score agent behavior against custom rubrics, and catch regressions when prompts, models, or knowledge bases change. It targets engineering teams building voice AI for customer support, healthcare, scheduling, and other regulated or high-volume use cases where reliability and compliance matter.

Key features

  • Large-scale voice agent simulation
  • Scenario and persona-based test suites
  • Automated regression testing
  • LLM-based call scoring and evaluation
  • Prompt experimentation and versioning
  • Call analytics and observability dashboard

Pricing

Model
Free
Category
Voice AI Agents
Rating
4.5 / 5 (6)

Use cases

Pre-deployment stress testing of voice agents

Run thousands of simulated phone calls in parallel across personas and scenarios to validate conversational flows and uncover edge cases before launching to production.

Regression testing on prompt or model changes

Automatically detect behavioral regressions when prompts, models, or knowledge bases are updated by re-running test suites and scoring outcomes against custom rubrics.

Production call monitoring for support agents

Observe live customer support voice agents with analytics dashboards and LLM-based scoring to catch failures, compliance issues, and quality drift over time.

Prompt experimentation and versioning

Iterate on prompts with version control and evaluate each variation against scenario-based test suites to identify the best-performing configurations.

Pros & Cons

Pros

  • Runs thousands of simulated calls in parallel
  • Custom evaluators for scoring agent behavior
  • Unified prompt management and version control
  • Production call monitoring and analytics

Cons

  • Built for technical teams, not no-code users
  • Pricing not transparent on public site
  • Focused narrowly on voice agent use cases

Reviews

4.5

Average from 6 ratings.

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JK

Joanna Kowalski

Nov 26, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: scenario and persona-based test suites and production call monitoring and analytics. Where it lags: pricing not transparent on public site. On balance the feature set — especially prompt experimentation and versioning — justifies the 4 stars for our use case.

Tomáš Novák

Tomáš Novák

Oct 29, 2025

Solid for our team

We rolled this out across the team last quarter and unified prompt management and version control. Large-scale voice agent simulation fits neatly into how we already work, and lLM-based call scoring and evaluation removed a step we used to do by hand. Built for technical teams, not no-code users, which is the main caveat, but it has held up under daily use.

LP

Linda Petersen

Aug 23, 2025

Use it every day

Honestly didn't expect to like it this much. Scenario and persona-based test suites is exactly what I needed, and production call monitoring and analytics. I do wish pricing not transparent on public site, but I reach for it almost every day now and it just clicks.

Olga Ivanova

Olga Ivanova

Aug 22, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on scenario and persona-based test suites, and custom evaluators for scoring agent behavior caught me off guard. Focused narrowly on voice agent use cases is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Daniel Schmidt

Daniel Schmidt

Jul 22, 2025

Use it every day

Honestly didn't expect to like it this much. Automated regression testing is exactly what I needed, and runs thousands of simulated calls in parallel. I do wish pricing not transparent on public site, but I reach for it almost every day now and it just clicks.

Robert Ainsworth

Robert Ainsworth

May 31, 2025

Years in this space

I've evaluated a lot of these over the years. What stands out here is prompt experimentation and versioning — handled better than most — and runs thousands of simulated calls in parallel. Pricing not transparent on public site is my one real gripe. Worth the time if this is your use case.

Q&A

Does Hamming support custom evaluation metrics?

Yes. Define custom metrics for your business rules - compliance scripts, accuracy thresholds, sentiment targets, domain-specific criteria. Score every call on what matters to your business, not just generic metrics. Hamming includes 50+ built-in metrics (latency, hallucinations, sentiment, compliance, repetition, and more) plus unlimited custom scorers you define.

Asked by Halime Yalcin · Nov 4, 2025

Can Hamming replay real production calls for testing?

Yes. When a production call fails or surfaces an issue, convert it to a regression test with one click. The original audio, timing, and caller behavior are preserved - you test against real customer conversations, not synthetic approximations. This production call replay capability ensures your fixes work against the exact conditions that caused the original failure.

Asked by Sofia Lindqvist · Nov 3, 2025

What does a 'health check' actually do?

Every few minutes we replay a golden set of calls to detect drift or outages (model changes, infra incidents, prompt regressions). We send email and Slack alerts when we detect issues - so you catch problems before your customers do.

Asked by Ravi Chandrasekaran · Oct 31, 2025

What scale of load testing can you generate?

Enterprise load tests can run 50K+ concurrent test calls across inbound, outbound, or direct WebRTC paths, with concurrency shaped to your voice platform and test plan.

Asked by Rina Desai · Oct 28, 2025

Which security & compliance standards do you meet?

Hamming maintains SOC 2 Type II compliance and supports HIPAA. For healthcare deployments, we can sign a Business Associate Agreement (BAA).

Asked by Cristina Moreno · Oct 25, 2025

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