An AI Readiness Assessment for Your Vibe-Coded Prototype
In this AI readiness assessment, a small senior team checks what you built, finds where it leaks, and flags the moments that decide whether it ships as-is or needs a rewrite. Straightforward fixes go straight into your repo; the rest gets a roadmap to production. The price is fixed before we start.
Request an Assessment
Engineering teams shipping AI in regulated stacks:
Teamvoy engineers have shipped production code for Nasdaq, Panasonic, Afriland First Bank, and 50+ other companies in fintech, insurance, healthcare, and hi-tech.
Verified B2B client reviews from fintech, insurance, healthcare, and hi-tech engagements.
A B2B review platform that connects businesses with verified software solutions providers.
Transparent platform where current and former employees share company reviews and interview experiences.
What the AI Readiness Assessment delivers
This assessment finds exactly which of those gaps apply to your code, and what to do about each one.
What you get:
Our Process
The engagement runs up to one month across five phases, fixed at kickoff.
DAY 0: 30-minute technical call
You talk to our seniour engineer. We agree on scope and you grant read access to the repo.
Week 1. Repo review and proposal.
The team reviews the repo and sends a fixed-price proposal based on what's actually there. Larger or messier repos can take the full week. Once you sign, staging access gets set up and the team is assigned.
Week 2. Quality check and leak points
The team reads the code, tests it against your real data and edge cases, and documents exactly where it breaks.
Week 3. Critical moments.
We walk the findings with your team and flag what ships as-is, what needs a quick fix now, and what needs a rewrite. Straightforward fixes go straight into your repo.
Week 4. Roadmap and handover.
Merged to your main branch or deployed to your environment. Knowledge transfer to your team, plus the AI implementation roadmap for the next phase. AI Readiness Assessment complete.
See what your stack is ready to ship.
Book a 15-minute call with our senior team. You leave with a fixed-price scope, or a clear reason why it needs more than a month.
When an AI Readiness Assessment fits. And when it doesn't.
This is a build engagement, not an audit. It fits teams comparing enterprise use cases for generative AI who want proof on their own stack before they fund a wider AI transformation.
+ Good fit
+ You have an AI-built prototype and need an honest read on what’s production-ready and what isn’t.
+ You want the specific leak points named, not a general “looks risky” impression.
+ A deadline is close and you need documented findings to point to, not another plan to make a plan.
+ You compare enterprise use cases for generative AI and need to know which ones run on your stack.
+ A compliance or board deadline is close and you need a concrete result to point at.
+ You want to test a long-term partner on a small, time-boxed project before a wider AI transformation.
– Not a fit
– You have not picked a problem to solve yet. Start with a scoping call, not a build.
– You want a full product built from scratch. That is a longer engagement, not a two-week assessment.
– The scope depends on other teams aligning or other vendors delivering first.
– You want the lowest bid. This is priced for speed and senior talent, not cost cutting.
– The scope cannot be locked before kickoff.
– You need staff augmentation. Teamvoy works as a full-ownership partner, not contractors you manage.
What Our Clients Say
The game had a huge impact on the client’s business and helped display the exhibition. Teamvoy utilizes project management tools to ensure a smooth workflow. The team us understanding, hard-working, and experienced.
Dr. Christian Stein, CEO, MeinObject
Teamvoy has successfully launched the system within the set timeline and integrated all the required tools and features. The collaborative team led regular meetings, delivered on time, and communicated effectively. Their proactive problem-solving approach and commitment to innovation stand out.
Jim Hill, Director of Marketing & Business Development, Market Access Direct, LLC
The care and interest they showed are what makes Teamvoy special. The system contributes to company sales, which is the best metric of success. Teamvoy was excellent in terms of project management and were extremely responsive while coming up with creative solutions.
Arnon Rosan, CEO & Founder, EverBlock Systems, LLC
We work with them for over 2 years, and they have been very reliable and timely in providing us quality development services. Their creative input and talented team helped us build a better product!
Nazar Fedorchuk, CEO & Founder, Senstone
Teamvoy’s support and expertise have been integral in helping the client build and scale their product. An agile partner, they manage their tasks well and are consistent in delivering according to schedule. Their strong understanding of blockchain and the quality of their work make them stand out
Gordon Little, Managing Director, Iress
AI Readiness Assessment FAQ
The questions buyers ask before they book. If yours is not here, book anyway. A senior engineer answers it on the first call.
Scope locked in your head? Let's lock it in code.
Request an AI Readiness Assessment. A CPO confirms feasibility, timing, and price inside one business day.