About · From Texas to the world
Engineers who build the AI layer with you
NativeLayer AI is a small team of senior engineers. We take AI from a ranked shortlist to production inside your Google Cloud, work alongside your engineers, and hand over code, infrastructure, and docs that were yours from the first commit.
- What
- AI enablement and product engineering services
- Where
- Texas, United States. Remote, with clients worldwide.
- Starts with
- A 2–3 week fixed-price assessment
- You own
- All code, infrastructure, and docs, from day one
- Contact
- [email protected]
Mission
Most AI initiatives stall between a promising demo and a dependable product. From Texas, working with teams anywhere, our mission is to close that gap: to turn AI from an experiment into a native layer of the systems companies run their business on, with the engineering discipline that makes it safe to rely on.
Approach
Engagements start with a fixed-scope assessment or, for platform work, an audit, so both sides know what is worth building before anyone commits to a long project. From there we work in two-week iterations with a demo at the end of each one.
We work inside your infrastructure and your repositories, pair with your engineers, and write the documentation and tests we would want to inherit. The handover is not a phase at the end; it is how we work from the first day.
What you hold at handover
- evals/An evaluation suite that runs in CI, so the next change is judged on data.
- infra/Infrastructure as code for your Google Cloud project, versioned and reversible.
- RUNBOOK.mdHow to operate, monitor, and roll back, written for the people who will be on call.
- decisions/Every model, prompt, and data decision documented so your team can defend it later.
- dashboardsCost, latency, and quality dashboards your team reviews weekly.
- your repoAll of it in your repositories and accounts from the first commit.
Principles
Evidence over enthusiasm
Every AI feature ships with an evaluation suite, so the next change is judged on data, not on a demo.
Security by design
Identity, logging, and data handling are decided before the first prompt, inside your cloud project.
No surprises
Scope and price are written down before work starts, and you see progress at every two-week demo.
Boring on purpose
Infrastructure as code, tests, and runbooks from the first commit, so the handover is uneventful.
Want to know if we are a fit?
Tell us about the problem. We will say honestly whether we can help.
Book a free 30-minute scoping callWe reply within two business days. No deck or RFP needed.