Know what you're inheriting before you invest further.
Have an AI system that works in a prototype but isn't ready for production? In one week, Olensys engineers assess its architecture, evaluation, security, reliability, and operating economics, and give you a written verdict.
The Review in brief
The short version, for whoever signs off.
01 · What it covers
One AI system, up to three integration points: architecture, evaluation, security, reliability, and operating economics.
02 · What it costs
$999, fixed fee, one week.
03 · What we need
Read-only access, an hour with your delivery lead, and an hour with a product owner.
04 · What you keep
A written report with the verdict, the findings behind it, and a recommended next step.
One week, read-only.
- Day 1
Scope and access
We agree the system and up to three integration points, and you grant read-only access: repositories, CI history, tracker export, and incident log.
- Days 2–4
Read and interview
Engineers read the code, the evaluation, and the pipeline, and spend an hour with your delivery lead and an hour with a product owner.
- Day 5
The verdict
A written report, yours to keep: the verdict, the findings with their evidence, and a recommended next step. We walk you through it.
Nothing in your systems changes during the Review.
Five things a prototype can skip.
Architecture
How the system is put together, where it breaks under real load, and what production needs that the prototype skipped.
Evaluation
Whether you can tell a good answer from a bad one: the checks in place, what they measure, and what they miss.
Security
Data access, secrets, prompt and tool boundaries, and what a user could make the system do.
Reliability
Failure handling, retries, timeouts, monitoring, and how a bad release is rolled back.
Operating economics
What a successful task costs once retries, review, and infrastructure are counted, not just the model invoice.
When the problem isn't the code.
If what holds the system back is something engineering can't move, such as an approval queue or a decision nobody owns, the report says so and recommends what would move it, instead of a Sprint.
One week, one fixed fee.
Production Readiness Review
01
1 week
$999fixed fee
Know what you're inheriting before you invest further.
Have an AI system that works in a prototype but isn't ready for production? Assess its architecture, evaluation, security, reliability, and operating economics.
Scope One system · Up to three integration points
Frequently asked questions
What does the Production Readiness Review cost?
$999, a fixed fee, for one system and up to three integration points. It takes one week.
What do you need from us?
Read-only access to the system's repositories, CI history, tracker export, and incident log, plus an hour with your delivery lead and an hour with a product owner.
What do we get at the end?
A written report that is yours to keep: a verdict on whether the system is ready for production, the findings behind it, and a recommended next step.
Do you change anything in our systems?
No. The Review is read-only from start to finish.
What happens after the Review?
If engineering can close the gaps, the usual next step is a Velocity Sprint, which takes one feature to production. If it can't, the report says what would. Nothing obliges you to continue.