AI-Native Release Intelligence Platform

AI can generate code.
TestNeo tells you if it's safe to ship.

Understand what changed. Verify what matters. Know when to ship.

TestNeo analyzes every change, identifies what could break, selects the right verification, and delivers a release-confidence signal backed by evidence before code reaches production.

Interactive Walkthrough

Flow preview
Step 1

Understand the Change

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

Step 2

Verify What Matters

Select and execute the most relevant tests and validations based on change impact and historical risk.

Step 3

Know When To Ship

Generate a release-confidence score and a clear PASS, WARN, or BLOCK recommendation.

From pull request to release decision in one continuous workflow.

Start Free Book Demo
Built for release confidence
Change-aware from commit to CI
One system across IDE, chat, and pipeline
Less blind regression, more signal
TestNeo Release Intelligence Platform
TestNeo Release Intelligence Dashboard
TestNeo Impact Analysis View
TestNeo Verification Execution
TestNeo Release Decision Board

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

Built for Modern Engineering Teams

Developers

Understand impact before merging

Validate changes from IDE, CLI, or PR

QA & SDETs

Generate and orchestrate intelligent verification

Focus testing where risk is highest

Engineering Leaders

Measure release readiness

Make evidence-based ship decisions

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

How TestNeo Works

From code change to release decision

Every entry point runs on the same platform, so the workflow stays consistent across your team.

01

Code Change

Starts from the exact files and components changed in this release.

02

Impact Analysis

Maps what changed to affected flows, APIs, and risk surfaces.

03

Verification Generation

Builds meaningful validation for what matters in this release.

04

Targeted Validation

Runs must-run verification first, then recommended validation based on risk.

05

Evidence Collection

Unifies outcomes into traceable proof teams and leadership can review.

06

Release Decision

Converts evidence into clear release guidance teams can trust.

Final release outcome
PASS · Ready to ship WARN · Needs review BLOCK · High-risk issues detected

Why TestNeo Exists

AI writes code. Engineering teams still need answers.

AI can generate code, tests, pull requests, and documentation. Teams still need to know what changed, what should be verified, release risk, and whether it is safe to ship.

Teams still ask
  • What changed?
  • What should be verified?
  • What is the release risk?
  • Can we safely ship?
What TestNeo does

TestNeo answers those questions automatically by combining code, requirements, designs, APIs, user behavior, and execution evidence.

The output isn’t another test artifact. It’s trusted release readiness.

How you connect

One platform. Every workflow.

Every entry point shares the same project context, release intelligence, and execution history. Pick the one that fits your workflow — or use all of them.

Editor

VS Code Extension

Right-click any function → generate verification. Detect code-change impact and run PR validation without leaving your editor. Works in VS Code, Cursor, Windsurf, and Kiro.

Learn more →
In your repo

Playwright AI SDK

Write plain-English steps inside native Playwright tests. Runs locally, publishes to your team dashboard. No new runtime.

Learn more →
Terminal & CI

TestNeo CLI

Run .testneo files from shell or CI pipelines. Same project, same release signal, no browser required.

Learn more →
AI chat & agents

MCP AI Agent

PR validation, impact analysis, and release briefs — from the same AI thread your team already works in. Claude, Cursor, Copilot — one shared context, one confirm to run.

Learn more →

Why teams add TestNeo to their existing stack

You already have Playwright and GitHub Actions. TestNeo connects them to the release decision.

Playwright + CI alone

  • • 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

Playwright + CI + 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 is PASS / WARN / BLOCK with a reason
See full feature comparison →

What every release delivers

From code change to release confidence

TestNeo turns each release cycle into a structured evidence chain — catching regressions, adapting to change, running only what matters, and producing the signal teams need to ship with confidence. Execution is only one layer. TestNeo combines verification generation, adaptive execution, impact analysis, visual evidence, performance intelligence, and API coverage into one release-readiness workflow.

Catch regressions before they ship

Verification generated from real code changes

Start from actual source logic, then generate plain-English verification that reflects real branches, edge cases, and release risk.

  • Reads function signatures, logic branches, and edge cases
  • Generates human-readable verification anyone can edit
  • Supports REST APIs, UI flows, and unit-level logic
CartService.js
function checkout(cart, user) {
  // ... 47 lines of business logic
Go to Definition
Find All References
TestNeo: Generate Verification
TestNeo: Run Tests
✓ Generated 5 verification cases in 1.2s
1. Navigate to "/cart"
2. Click "Checkout" button
3. Verify "Order confirmed"
Zero flaky maintenance

Validation stays resilient as interfaces shift

When buttons move, IDs change, or layouts shift, verification adapts automatically so teams keep release evidence flowing instead of babysitting selectors.

  • AI finds elements by context and meaning, not brittle selectors
  • Logs every adaptation so you know what changed and why
  • Works across DOM restructures, class renames, and layout shifts
Before — v2.3
✗ #checkout-btn-primary
Element removed in DOM update
Adapted automatically
After — v2.4
✓ Click "Place Order" button
Matched by text content + role
[heal] checkout.testneo:4 selector updated · confidence 97% · test passed
Run only what matters

Impact analysis — know what to verify before you push

Every commit is mapped to affected tests. Know exactly what to run, what's at risk, and what changed — before you push.

  • Maps code changes to test cases automatically
  • Prioritises high-risk tests for faster CI feedback
  • Shows coverage gaps introduced by each PR
feat: update payment flow
3 files changed · 2m ago
High checkout-flow.testneo Must run
High payment-validation.testneo Must run
Med cart-summary.testneo Recommended
Low user-profile.testneo Skipped
4 tests analysed · 2 must run · 1 recommended · 1 skipped
Visual defects caught automatically

Visual regression AI

Catch visual bugs before your users do. Smart AI analyses every pixel, detects flaky tests, and approves changes in bulk. 50× faster than manual review.

95%AI confidence
80%Fewer false positives
50×Faster approvals
10sReview 50 changes
Critical Functional 95% confidence
Payment button moved outside viewport
Recommendation: Reject
Cosmetic Style 91% confidence
Font weight changed 400 → 500 on header
Recommendation: Approve
Classifies: Layout · Content · Style · Functional
⚠️ Flaky pattern detected 80% confidence
5 runs · 2.1% avg diff · 2 flaky regions
Add ignore regions for dynamic content (timestamps, ads)
Reduces false positives by 60–80%
20 comparisons selected
Header redesign v3.0
homepage.pngStyle
pricing.pngStyle
dashboard.pngLayout
✓ Approve all (20)
Baselines updated in 2s
Up to 100 comparisons per batch
Performance regressions surface before deploy

Performance intelligence

Lighthouse scores, Core Web Vitals, and load-time benchmarks baked into every test run. Performance regressions surface before deploy.

  • Automated Lighthouse audits on every test execution
  • Tracks LCP, FID, CLS trends across releases
  • Alerts on regressions before they reach production
92 Performance
LCP
1.8s
FID
45ms
CLS
0.12
↑ 3pts vs last release · CLS needs attention
Full API coverage in every release

API test generation from your specs

Upload a Postman collection or Swagger/OpenAPI spec and TestNeo generates NLP test cases covering happy paths, negative scenarios, auth flows, and boundary values — across every endpoint. When the spec changes, impact analysis flags affected tests automatically.

  • Postman JSON → NLP test suite with auth and chaining preserved
  • OpenAPI YAML/JSON → full coverage including edge cases
  • Schema changes trigger impact analysis on linked tests
  • Bearer, API Key, and Basic Auth handled automatically
Postman
Swagger
Impact
checkout-api.postman.json ✓ Imported
POST /api/checkout → 4 tests
GET /api/cart/{id} → 3 tests
PUT /api/cart/{id}/items → 5 tests
✓ 12 NLP verifications generated · Auth preserved · Chaining detected
openapi-v3.yaml ✓ Parsed
18
Endpoints
52
Tests generated
6
Auth scenarios
14
Negative cases
✓ Full coverage · Happy + negative + boundary + auth
Schema change detected
POST /api/checkout — field "coupon" added (required)
High checkout-flow.testneo Needs update
High payment-validation.testneo Needs update
Med cart-total.testneo Review
3 tests affected · 2 must update · 1 review

Release Intelligence Layer

Unified release intelligence across every source of change

Code, requirements, Jira stories, Figma designs, APIs, user behavior, and execution evidence connect into one shared context so teams can understand impact, verify risk, and decide whether to ship.

Data sources
Knowledge
Graph
Requirements
Verifications
Code files
API endpoints
Bugs
Figma screens

When this diagram scrolls into view, a short tour runs by itself.

You can still tap any source or node anytime to explore on your own.

Hotjar → Knowledge Graph
Session recordings reveal real user flows. AI extracts the paths users actually take — including rage clicks and drop-offs.
Checkout flow — 3 rage clicks detected
→ 8 verification checks linked to real user paths
→ 2 bugs linked (payment timeout)
Mixpanel → Knowledge Graph
Funnel analytics show where users drop off. AI generates tests for every step in the funnel — especially the leaky ones.
Payment funnel — 40% drop-off at step 3
→ 12 risk-mapped verifications across the funnel
→ 3 API endpoints at risk
Jira → Knowledge Graph
Requirements and user stories become graph nodes. Every story links to tests, code, and designs automatically.
PROJ-142: Add coupon field
→ 5 verifications linked · 2 need update
→ CartService.js, PricingAPI
Figma → Knowledge Graph
Design screens map to requirements and visual regression tests. When designs change, affected tests are flagged.
Checkout redesign v3 — 14 screens
→ 14 visual verifications against live screens
→ 3 screens differ from Hotjar flows
Swagger → Knowledge Graph
API specs auto-generate endpoint tests. Schema changes trigger impact analysis across the entire graph.
POST /api/checkout — schema changed
→ 6 verifications affected by schema change
→ 2 code files need review
Bug reports → Knowledge Graph
Every bug links to the code, tests, and requirements it touches. See the full blast radius of any defect instantly.
BUG-89: Payment timeout on mobile
→ Linked to PROJ-142, /api/checkout
→ 3 verifications now guard this path
Requirements node
Click any requirement to see which tests cover it, which code implements it, and which bugs affect it.
24 requirements imported
→ 89% verification coverage
→ 3 uncovered (high risk)
Verifications node
Every test traces back to a requirement, code file, and user flow. No orphan tests, no blind spots.
142 active verifications
→ 98% pass rate (last run)
→ 12 generated from real user flows
Code files node
See which tests cover each file. When code changes, impact analysis shows exactly what's at risk.
38 files tracked
→ 4 files with no verification coverage
→ 2 files linked to open bugs
API endpoints node
Auto-imported from Swagger. Schema changes trigger alerts across connected tests and requirements.
18 endpoints monitored
→ 52 API verifications
→ 1 breaking change detected
Figma screens node
Design screens link to visual regression tests. When Figma updates, baselines refresh automatically.
14 screens synced
→ 14 visual verifications active
→ 2 screens updated this week

Coverage based on reality, not guesswork

The Release Intelligence Layer links every source of change and evidence — then drives verification based on real product risk, not disconnected assumptions.

Integrations

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

Pricing

Start free. Scale as you grow.

No credit card required. Install and start generating release-ready verification in minutes.

Free trial

$0

14 days · no credit card

Release assurance
  • 75 release verifications / month?One release verification = the full workflow from change detection through execution to evidence collection.
  • 10 AI queries / day
  • 1 project
  • Verification generation
  • VS Code extension
  • Local & cloud agents
Import limits
  • 5 Figma uploads
  • 2 bug reports
  • 2 PDF documents
Start free trial
Most popular

Pro

$99/mo

For professional developers

Release assurance
  • 250 release verifications / month?One release verification = the full workflow from change detection through execution to evidence collection.
  • 25 AI queries / day
  • 3 projects
  • Adaptive execution
  • Impact analysis
  • Visual regression AI
  • API testing (Swagger & Postman)
  • Release Intelligence Layer
Integrations
  • CI/CD (GitHub Actions & more)
  • Jira integration
  • BrowserStack / LambdaTest
Import limits
  • 20 Figma uploads
  • 5 bug reports
  • 10 PDF documents
Support
  • Priority support
Get started

Pro+

$249/mo

For power users & teams

Release assurance
  • 1,000 release verifications / month?One release verification = the full workflow from change detection through execution to evidence collection.
  • 50 AI queries / day
  • 10 projects
  • Everything in Pro
  • Parallel test execution
  • Advanced analytics
  • Performance intelligence
Import limits
  • 100 Figma uploads
  • 50 bug reports
  • 25 PDF documents
Get started

A release verification is one execution run. Test creation, AI queries, and document uploads are tracked separately above. See full usage guide →

AI can generate code. TestNeo helps you trust the release.

Understand what changed. Verify what matters. Know when to ship.

Start Free Book Demo

Release Confidence in Action

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-Native Release Intelligence
Built for modern engineering teams

FAQ

Common questions, clear answers

Can you build automation for us if we don’t buy TestNeo?
Yes. Professional services 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.ai is an AI-Native Release Assurance Platform. It helps engineering teams understand change impact, generate and run the right verification, collect release evidence, and make trusted ship decisions across IDE, CLI, Playwright, and MCP workflows.
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 our free tier — no credit card required. You'll have release intelligence running in under 2 minutes.
Do I need to replace Playwright?
No. You extend it.
Does it run locally?
Yes, by default.
Can I use only Playwright for some steps?
Yes, fully hybrid.
Can I try without signup?
Yes, 10 guest runs.
When do I need API key/project?
For dashboard publish and team usage.

Get in touch

Let's talk about your next release

Or reach out directly

support@testneo.ai Schedule a call