Built for AI product teams_

Test your AI

before your users do.

HelixQA tests AI products for correctness, groundedness, instruction following, safety and regressions — before failures reach users.

~/helixqa-demo

$ helixqa run suite/support-v2 --dataset prod✔ Suite queued

Thinking..

~/suites/support-assistant

~/ci/pipeline

$ helixqa run --ci --suite rag-eval ✔ 48 passed, 2 failed → report run_9f2c

Thinking..

const next = await fetch("https://api.example.com/next-section");

Black and white grid pattern with black dots at the intersections, forming a repeating checkered design.

Ship With Confidence_

Define or generate test cases, run suites on demand or in CI, and read a score for every quality dimension.

Input

Process

Train

Deploy

WORKFLOW SECTION // 02 HELIXQA

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Review a report with a score per quality dimension, then fix the cases that failed.

Test Case Management

Write cases by hand or generate candidates

Slide 1 of 4.

Test Case Management

Write cases by hand or generate candidates

Suite Runs

Run on demand, on schedule or in CI

Quality Reports

Scores per dimension, failures and diffs

Regression Detection

Compare versions before you release

const next = await fetch("https://api.example.com/next-section");

Run suites, fetch reports and receive webhooks through clean, predictable endpoints.

API and webhooks

Open the app

Integration Guides

Read the docs

API and webhooks

Open the app

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const next = await fetch("https://api.example.com/next-section");

From Test Cases to Release_

Define cases, run suites, read reports and compare runs — before an AI change reaches users.

// See how teams test customer-facing AI //

Read the docs

Ship customer support AI with confidence

Score answers for correctness, groundedness and instruction following, then catch regressions before tickets go unanswered.

Grounded, citation-checked answers

Safe refusals and prompt-injection checks

Regression checks on every prompt change

Support AI

Knowledge Base

Escalation Rules

// Keep knowledge assistants accurate //

Read the docs

Keep RAG answers grounded in your source documents

Test retrieval and answer quality against your own documents, and flag responses that drift from the source.

Citation and groundedness checks

Answer relevance scoring

Coverage of real user questions

// Test internal copilots before rollout //

Read the docs

Give internal copilots a suite of realistic tasks

Run the tasks your team actually delegates, score the outputs, and compare them across model and prompt versions.

Task-level pass and fail

Version-to-version diffs

Approval flow for new cases

Copilot tasks

Prompt variants

Eval datasets

// Test agent workflows end to end //

Read the docs

Verify agent steps, tools and outcomes

Runs execute the same scenarios your team relies on, with every failure reproduced step by step.

Tool-call correctness checks

Multi-step scenario coverage

Failure reproduction steps

const next = await fetch("https://api.example.com/next-section");

See how teams use HelixQA to catch regressions before release.

Each run produces a report with per-dimension scores and the failing cases, so you know exactly what changed.

Catch the cases that fail before your users ever see them.

REST API and SDKs that fit into an existing CI pipeline.

"Honestly one of the most thoughtful, efficient, and reliable developer platforms I've used."

"Super clean platform. Everything from training to automation is well designed."

Scheduled suites run without anyone pressing a button.

Reports you can read in minutes, with scores per quality dimension.

Catch the cases that fail before your users ever see them.

REST API and SDKs that fit into an existing CI pipeline.

"Honestly one of the most thoughtful, efficient, and reliable developer platforms I've used."

"Super clean platform. Everything from training to automation is well designed."

Scheduled suites run without anyone pressing a button.

Reports you can read in minutes, with scores per quality dimension.

Catch the cases that fail before your users ever see them.

REST API and SDKs that fit into an existing CI pipeline.

"Honestly one of the most thoughtful, efficient, and reliable developer platforms I've used."

"Super clean platform. Everything from training to automation is well designed."

Scheduled suites run without anyone pressing a button.

Reports you can read in minutes, with scores per quality dimension.

Catch the cases that fail before your users ever see them.

REST API and SDKs that fit into an existing CI pipeline.

"Honestly one of the most thoughtful, efficient, and reliable developer platforms I've used."

"Super clean platform. Everything from training to automation is well designed."

Scheduled suites run without anyone pressing a button.

Reports you can read in minutes, with scores per quality dimension.

Catch the cases that fail before your users ever see them.

REST API and SDKs that fit into an existing CI pipeline.

"Honestly one of the most thoughtful, efficient, and reliable developer platforms I've used."

"Super clean platform. Everything from training to automation is well designed."

Scheduled suites run without anyone pressing a button.

Reports you can read in minutes, with scores per quality dimension.

Compare two runs and see exactly which cases changed.