Ideal fit
- Startup & mid-market product engineering teams
- CTOs / Eng Managers owning release risk
- Teams adopting AI in the SDLC without release confidence
- Groups ready to prove one critical path in a 2-week sprint
Forward Deployed Engineering for AI-native quality and release confidence.
We embed with your team to ship a working quality and release slice in your repo and CI — then leave your engineers owning it. Not a services company. Not QA outsourcing. Not AI consulting. Implementation from the product team building TestNeo.
Founding cohort · Your repo & CI · Platform optional · Path to TestNeo when ready
Why now?
Developers are adopting AI coding tools faster than quality and release practices can evolve.
The teams that modernize their quality systems today will ship faster, safer, and with greater engineering leverage tomorrow.
TestNeo Labs exists to help engineering teams make that transition with measurable outcomes — and a clear path onto the TestNeo platform.
Who is this for?
Labs is for organizations ready to put a critical release path in CI with judgment from the people shipping TestNeo.
Problems we solve
Teams generate code and tests faster than they can trust releases. Labs closes that gap in your stack — with measurable outcomes, not more tooling noise.
Pipelines pass, but nobody trusts the ship decision. Signals are noisy, ownership is unclear, evidence is thin.
Brittle coverage slows every release. AI generates more cases; maintenance debt grows faster.
Agents sit in the IDE, but release governance and triage still run on tribal knowledge.
Every PR reshapes risk, yet teams still run blind regression instead of change-aware verification.
Developers move with AI; quality sits downstream. Release readiness never becomes a shared system.
Another AI testing purchase doesn’t fix ownership or gates. Operating design in the repo does.
How we work
We redesign quality as an engineering capability: verification, release gates, and evidence — implemented where you already ship, not as slide decks.
NLP web & API coverage, Playwright modernization, and change-aware checks wired into developer workflow.
Pass / warn / block gates, triage playbooks, and ownership so green builds mean something again.
Risk signals and readiness evidence on the pull request — not gut feel.
Standards, enablement, and docs so the system runs without us — then expand on TestNeo when you’re ready.
Engagement models
Talk free. Run a focused 2-week verification pilot. Or work with us monthly. Nothing else on the menu.
30 minutes. Understand fit. If we’re not the right partner, we’ll say so — no sales pitch.
A 2-week pilot on one critical workflow, one repo, one CI hook — prove the model before scoping anything larger.
Monthly engagement for CTOs, EMs, and product leaders — release reviews, AI adoption, architecture.
Packages
Founding cohort pricing while we take on our first engagements. Prices shown in INR with USD equivalent — pay in either currency. Deeper scope is shaped on the discovery call.
We’ll understand your release process, QA challenges, AI adoption goals, and engineering workflows. If we’re not a fit, we’ll tell you. No sales pitch.
Scope: one critical workflow · one repository · one CI/CD hook. A focused pilot to prove the model before scoping anything larger.
Founding cohort pricing for early design partners. Deeper or follow-on work is priced on the discovery call.
Ideal for: CTOs, Engineering Managers, startup founders, and product teams.
Founding cohort pricing. Depth and follow-on scope are set on the discovery call.
Platform optional. Multi-repo or multi-team work is quoted only after discovery — we don’t over-scope on the website. Prefer training at individual scale? See TestNeo Academy.
Engagement journey
Scoped tightly so value lands fast — and the next step onto the product is obvious.
Align on release risk. Decide Verification Sprint, Advisory, Academy/DIY — or walk away cleanly.
One critical workflow, one repo, one CI hook. Agree success metrics before build.
Implement the operating slice with your engineers — reviewed, merged, owned by your team.
Your team runs the path. Most design partners continue on a normal TestNeo subscription; Advisory is optional.
Differentiation
Copilots generate artifacts. Releases need systems — ownership, gates, and evidence in CI.
ChatGPT / Claude alone
TestNeo Labs
Powered by the TestNeo platform
Labs applies the Release Intelligence and verification approach behind our product — in your repo and CI first. When a sprint proves value, continuing on TestNeo is a natural next step, not a forced bundle.
NLP-driven verification from requirements, OpenAPI, and plain English.
Explore NLP automation →Per-PR scoring and ship decisions backed by evidence.
Explore release readiness →VS Code, CLI, MCP, and Playwright AI SDK patterns.
Browse platform docs →Platform optional. Sprints land in your repo and CI first. Subscribe to TestNeo when you want Release Intelligence, NLP automation, and PR scoring as an ongoing product — your call after you see outcomes.
Need skills first? TestNeo Academy ($59 / $119) is self-paced training — same playbooks, you build the capability yourselves.
FAQ
Next step
Free fit conversation. First Verification Sprint or monthly Advisory if it makes sense — measurable outcomes, simple next steps.