AI Release Intelligence

Release Intelligence for AI-Native Engineering

TestNeo verifies applications, APIs, and AI agents before production—giving engineering teams evidence-based release confidence through automated validation, risk intelligence, and release assurance.

For CTOs, engineering leaders, QA directors, platform teams, and AI engineering orgs.

Evidence-based release decisions · Apps and AI agents

AI Agent Verification

Agents claim success. TestNeo verifies it.

Independent Claimed → Observed → Verified checks on tools, retrieval, memory, and side effects—before you trust the run.

PASS / WARN / BLOCK release decisions
Applications · APIs · AI agents
PR validation & Release Confidence
Evidence retained for audit

AI accelerated software creation. It did not accelerate trust.

Engineering teams now generate code, tests, and agent workflows faster than ever. Delivery velocity rose. The cost of a wrong ship decision—bad agent action, silent API break, unproven “done”—rose with it.

What teams have
  • More automation scripts
  • Chat-based “agent success”
  • Green CI on partial suites
  • Scattered tools across the stack
What leaders still need

A release decision with evidence. Proof the agent did what it claimed. Risk tied to this change and past incidents. One assurance layer for apps and agents.

The constraint is no longer “Can we build it?” It is “Can we release it with confidence?”

See Release Intelligence See Agent Verification →

Release intelligence for applications and AI agents

TestNeo is an AI Release Intelligence Platform. It connects requirements and change context to verification, collects evidence, scores risk, and returns an explicit release decision.

Flow preview
Step 1

Requirements & change context

Analyze code, requirements, APIs, designs, and dependencies to identify impacted flows and release risk.

Step 2

Verify apps & agents

Run targeted web and API validation plus AI agent verification (Claimed → Observed → Verified) based on impact and historical risk.

Step 3

PASS · WARN · BLOCK

Score release risk per PR and aggregate into Release Confidence—so you know the state of the entire release, not just individual changes.

Impact planning shows affected tests instantly. Execution runs when write mode is enabled in your IDE, MCP agent, or CI — same project, same evidence.

Code
Starts with source understanding
Impact
Maps change to affected behavior
Run
Executes only what matters
Signal
Returns release-ready guidance

From requirement to release

Turn backlog stories into verified application behavior — generate checks, run them, and finish with a clear release decision.

Step 1

Jira Story

User story & acceptance criteria from your backlog

Step 2

AI Tests

NLP scenarios generated — no scripts to write

Step 3

AI Execution

Agents run web & API verification automatically

Step 4

Quality & Analysis

Test pass/fail plus runtime app health — console, network, a11y, security

Step 5

Release Decision

Ship with confidence — evidence, not gut feel

Runtime Quality Insights No scripting required End-to-end AI-driven testing Release intelligence built in

From requirement to release — the entire testing lifecycle, driven by AI.

Go deeper when you need detail

Works where you already work

Same release signal — IDE, CI, Playwright, or your CrewAI / LangGraph / LangChain agent.

Agent SDK pip install testneo-agent-sdk · CrewAI · LangGraph · LangChain VS Code Extension Right-click → Generate Verification Playwright AI SDK import { test } from "@testneo/playwright-ai-sdk" TestNeo CLI $ testneo run checkout.testneo MCP AI Agent Claude Desktop · Cursor · Copilot n8n templates Import HTTP workflows → gate releases

Running tests is not the same as answering “Is this safe to ship?”

Execution platforms tell you what happened. TestNeo tells you what to do next.

TestNeo does not replace your IDE or coding agent. It is the assurance layer they call when the question is release risk.

Without TestNeo

  • You know tests passed or failed
  • You don't know what changed caused which failure
  • You run everything every time
  • Evidence is scattered across logs and screenshots
  • Ship decision is a gut call
Recommended

With TestNeo

  • Change mapped to affected verification automatically
  • Impact analysis shows what to run and why
  • Only relevant verifications execute
  • Evidence collected and unified in one release record
  • Ship decision with a clear next action and reason
See full feature comparison →

Works with your entire stack

One extension, every workflow. TestNeo plugs into where you code, how you deploy, and what you test on.

Code
Map change & generate verification
VS Code
Primary IDE
Live
Cursor
AI-first editor
Live
Windsurf
Agentic IDE
Live
Kiro
AI assistant
Live
Codespaces
Cloud IDE
Live
Gitpod
Cloud dev env
Live
push
Build & test
Automated pipelines
TestNeo CLI
Terminal / CI
Live
GitHub Actions
CI/CD
Live
Jenkins
CI/CD
Live
GitLab CI
CI/CD
Live
CircleCI
CI/CD
Live
Azure DevOps
CI/CD
Live
Jira
Tracking
Live
run
Execute
Cloud & local Chrome
TestNeo Cloud
Managed infrastructure, zero setup
Live
BrowserStack
Real devices via Chrome
Live
LambdaTest
Parallel execution at scale
Live
Local Agent
Run on your machine, behind your VPN
Live
Data stays on your machine
Works behind VPN & firewalls
Real browser on localhost
Windows, macOS, Linux

From test generation to ship decisions

Every plan includes NLP web & API testing. Upgrade when you need more scale or release confidence.

FreeGenerate tests
StarterBuild automation
Release IntelligenceShip safely

Free

$0

14-day trial · no credit card

  • 1 project
  • 50 AI-generated test cases
  • 50 test runs / month
  • 25 PR validations / month
  • 30 MCP actions / day
  • NLP web & API generation
  • Playwright SDK spec export
  • Community support
Start free

Starter

$19/user/mo

Billed monthly

Everything in Free, plus

  • 3 projects
  • 150 AI-generated test cases / month
  • 400 test runs / month
  • 50 PR validations / month
  • 50 MCP actions / day (writes only)
  • 4 Figma image imports / month
  • 4 Swagger / OpenAPI imports / month
  • Swagger → API test generation
  • Local AI agent (recommended for runs)
  • Playwright SDK kit export
  • Basic reports
Get Starter
Release Intelligence

Release Intelligence

$149/user/mo

Billed monthly · $129/user annual

Everything in Pro, plus — Should we ship? Evidence from engineering history.

  • 20 projects
  • 2,000 AI-generated test cases / month
  • 2,500 test runs / month
  • 800 PR validations / month
  • 400 MCP actions / day
  • 25 Swagger / OpenAPI imports / month
  • Engineering Memory (Jira, incidents, RCA)
  • Release bundles & AI release gates
  • PASS / WARN / BLOCK on every PR
  • GitHub Check Runs
  • Historical release intelligence
  • AI risk prediction from past releases
  • Executive release dashboard & reports
  • Priority support
Get Release Intelligence
AI-generated test cases — new tests created with AI per month (not your total library size) Test runs — execution steps per month (separate from PR validations) PR validations — one full review per pull request or branch diff MCP actions — TestNeo API writes from your IDE Swagger imports — OpenAPI spec uploads per month

What’s a PR validation? TestNeo analyzes your changed files, scores release risk (0–100), maps impacted tests, and returns a release brief — from the web UI, VS Code/Cursor MCP, or GitHub on each PR. Re-running the same PR reuses the existing workflow and does not use another validation credit.

Ship every release with confidence.

Start with a free workspace—or see how Release Intelligence and AI Agent Verification fit your delivery model.

Start Free Book Demo

Every pull request is analyzed for impact, risk, verification coverage, and release readiness.

At the heart of TestNeo.ai is a belief that shipping software should feel more informed, less reactive, and far less fragile. We’re building the operating layer that helps teams understand change impact, verify risk, and make trusted ship decisions.

Powered by NeoSense™ AI Agent and NeoSense™ AI-Q, TestNeo connects code, requirements, designs, APIs, user behavior, and execution evidence into one Release Intelligence Layer — so teams can focus on building great software with real release confidence.

Our mission

Make release decisions so intelligent, evidence-based, and trustworthy that engineering teams can move faster without guessing. Understand change. Verify risk. Ship with confidence.

AI Release Intelligence Platform
Release confidence for apps & agents

Common questions, clear answers

Can I run load tests with the same API suites?
Yes. Export any API NLP suite as a k6 kit from Test Manager — same flows you already run functionally. Tweak VUS, DURATION, and BASE_URL locally (or in CI), run with Grafana k6 or Docker, then upload k6-out/testneo-import.json to Load Insights for p95, error rate, throughput, and pass/warn/fail verdict history. Full walkthrough: k6 Load Export & Insights docs.
What counts as one PR validation on my plan?
One PR validation = one release review workflow for a pull request or branch diff. TestNeo runs impact analysis on changed files, assigns a risk score (0–100), highlights test gaps, and produces a release brief you can open at /web/pr-validation/<workflow_id>. Triggers: MCP in Cursor/VS Code, the PR Validation page, or GitHub auto-validation. Each new PR (or first validation of that PR) uses one credit; re-opening or updating the same workflow does not. Optional test execution inside a validation uses your separate test runs allowance. Pro includes 200/month; Release Intelligence includes 800/month with full PASS/WARN/BLOCK and GitHub Check Runs.
Can you build automation for us if we don’t buy TestNeo?
Yes. TestNeo Labs engagements run in your repo and CI — the platform is optional. We use the same operator playbooks as the Academy bootcamp and cookbook, with documentation and handoff so your team can run releases after delivery.
Isn’t AI / vibe coding enough?
AI tools generate outputs quickly; they rarely deliver stable CI, clear ownership, release gates, and evidence leadership trusts. We implement that operating layer — governance, playbooks, and human judgment — not another pile of specs in CI.
What is TestNeo.ai?
TestNeo is an AI Release Intelligence Platform. It uses verification—including web, API, and AI agent validation—to deliver release confidence and evidence-based ship decisions across IDE, CLI, CI/CD, and MCP workflows.
Is TestNeo an AI testing tool?
TestNeo is an AI Release Intelligence Platform. Generation and automation are inputs. The product is the release decision—backed by evidence you can inspect, with PASS / WARN / BLOCK for applications and AI agents.
We already use Claude / Cursor. Why TestNeo?
Coding agents plan and edit. TestNeo executes verification against your systems, retains evidence, matches Engineering Memory, and returns PASS / WARN / BLOCK for releases and agent runs. Bring your agent; bring your release brain (TestNeo).
We use CrewAI or LangGraph. Do we need another agent platform?
No. TestNeo is the verification and release layer for agents you already run. Install testneo-agent-sdk, ingest a thin run summary, get Claimed → Observed → Verified with PASS / WARN / BLOCK. See the AI Agent Verification guide and integration steps.
Do I need coding skills?
No. TestNeo is designed for all users, from non-technical testers to automation engineers. Use natural language to create tests, or leverage the VS Code extension for code-first workflows.
What is NeoSense™ AI-Q?
NeoSense™ AI-Q is our AI Quality Intelligence layer. It's a context-aware assistant that lets you interact with your test data using natural language. Ask questions about test execution, get intelligent answers, and receive recommendations based on your test history.
Does it integrate with CI/CD?
Yes. TestNeo integrates with Jenkins, GitHub Actions, GitLab CI, CircleCI, Azure DevOps, and more so teams can run targeted verification, collect evidence, and enforce release gates in CI/CD.
What is adaptive execution?
Adaptive execution is TestNeo’s ability to adjust when UI or API details shift, while preserving the intent of the verification flow and recording what changed as part of the release evidence.
Can I migrate existing tests?
Yes. TestNeo can automatically convert existing automation scripts from Selenium, Cypress, and Playwright into natural language tests, making migration seamless with zero rewrite required.
Is my data secure?
TestNeo prioritises security with enterprise-grade encryption, role-based access control, and compliance with industry standards. Your test data and code remain secure. The Local Agent option keeps all data on your machine.
Who can use TestNeo.ai?
Engineering teams across roles — developers, QA leads, SDETs, product managers, and engineering managers — use TestNeo when they need clearer release readiness, better evidence, and safer ship decisions.
How do I get started?
Install the VS Code extension or sign up for the web platform. Start with a 14-day free trial — no credit card required. After the trial, stay on Free or upgrade to Starter ($19), Pro ($79), or Release Intelligence ($149).
Do I need to replace Playwright?
No. You extend it. Generation and Playwright-oriented workflows are part of application verification. The product outcome is release confidence—not script volume.
Does it run locally?
Yes, by default.
Can I use only Playwright for some steps?
Yes, fully hybrid.
Can I try without signup?
Yes. Use the live playground — Agent Verification and Web Automation tabs, 10 guest runs, no account required.
When do I need API key/project?
For dashboard publish and team usage.

Let's talk about your next release

Or reach out directly

support@testneo.ai Schedule a call