--- title: "AI Prototype Audit: Production Readiness Review, $4,500 | Vindler" description: "A one-week audit of your AI prototype or MVP, built with Lovable, Bolt, Cursor or a freelancer. Fixed cost of $4,500, credited toward the build." url: "https://vindler.solutions/production-readiness-review" locale: "en" updatedAt: "2026-11-06" --- # Is Your Prototype Ready for Real Users? One week. Fixed price. A written report telling you what you have, what is missing before strangers can use it, whether you actually own your own software, and what the build will cost. Written for founders who do not read code. If you go ahead with the build, the fee comes off the price. Tell Us About Your Project Technology Partners [AWS Partner Network](https://aws.amazon.com/partners/)[LangChain](https://www.langchain.com/) Recognized by Clutch [Top Clutch AI Consulting Company Brazil 2026](https://clutch.co/profile/vindler-solutions)[Top Clutch AI Company Brazil 2026](https://clutch.co/profile/vindler-solutions)[Top Clutch AI Company São Paulo 2026](https://clutch.co/profile/vindler-solutions)[Top Clutch Chatbot Company Brazil 2026](https://clutch.co/profile/vindler-solutions) [Not sure yet? Take the free 12-question readiness check first](https://vindler.solutions/production-readiness-check) Production Readiness Review $4,500fixed One week. A written report plus a call. Credited in full against the build if you engage us within 90 days. Ask a Question ## What the Report Contains The same six sections every time. The price is fixed, so the shape is fixed. Nothing to report in a section is itself a finding, and it gets written down. ### What you have A plain-language inventory of the system as it actually is, not as it was described to you. What it does today, what it is built from, which parts are yours and which are bought services, and where the AI-specific pieces sit. Written for someone who does not read code. ### What is missing before real users touch it Ranked by risk, worst first. For each one: what breaks, what a user would experience, and what fixing it involves in days. Not a list of everything imperfect. The things that fail when a stranger uses your product. ### Whether you own your own software A twelve point audit of the repository, cloud account, domain, API keys and third party services, plus the AI-specific assets that standard contracts miss entirely: your prompts and their history, your evaluation set, fine-tuned models and their training data, and your vector store. Most founders find at least one item is not in their name. ### What technical due diligence would find If you are raising, this is the section that matters. What an investor's technical advisor will ask for, what they would find in your code today, and which findings would actually slow a round rather than merely raise an eyebrow. ### What the build costs and how long A scoped plan rather than a number, so you can push back on scope instead of on price. Options where options genuinely exist, what each excludes, and an honest note on the single unknown most likely to move the estimate. ### A proposed first milestone If you go ahead: what gets delivered, by when, and how both sides will know it is done, with a number attached wherever quality is a threshold rather than a yes or no. ## Why This Exists You have something that works. Now it needs to become a product that strangers can use, that does not fall over, and that an investor's technical advisor can open without wincing. So you are about to hire someone, and you cannot evaluate the people you are choosing between. Everyone has a portfolio, a confident manner, and good ratings. Committing tens of thousands of dollars to that decision on a first conversation is a bad way to spend money. A week and a fixed fee is a better one. At the end of it you know what you have, what it will take, and what you are exposed to. You can act on that with us, with your existing developer, or with somebody else entirely. The ownership section is usually the surprise. Founders assume a contract saying they own the code settles the question. Then the repository turns out to sit in someone else's organisation, the servers run on someone else's cloud account, and the API keys are registered to an email address they do not control. That is cheap to fix in week one and expensive to fix later. No code yet? The scoping week is the same price and the same shape, and ends in a written build specification instead of a review. Both sit on the [AI MVP development page](https://vindler.solutions/hire/ai-mvp-development), with the free first look that comes before either. Already in production and worried about what it costs to run? The [AI Cost and Model Review](https://vindler.solutions/ai-cost-review) is the same price and the same shape, for products with real traffic and a growing model bill. [Read the full guide to hiring an AI development partner](https://vindler.solutions/blog/how-to-hire-ai-development-partner) ## What We Need From You Four things, all of them on day one. The week starts when the last of them arrives, not when you sign, because chasing access halfway through is what makes a one week promise slip. - Read-only access to your code repositories - A 45 minute walkthrough call, where you drive and we watch - Access to the product running, or a recording of it running - Your written answer to: what does this need to do, for whom, and by when ## Questions ### ### ### ### ### ### ## Start With a Call Thirty minutes, no charge. We look at what you have, tell you whether the review is worth your money right now, and say so plainly if it is not. ### Or Send Us the Details Tell us what you have built and where you are stuck. We reply within 24 hours. ## Structured data ```json {"@context":"https://schema.org","@type":"Organization","@id":"https://vindler.solutions/#organization","name":"Vindler","alternateName":"Vindler Solutions","legalName":"Vindler Desenvolvimento de Sistemas de IA Ltda - EPP","url":"https://vindler.solutions","logo":"https://vindler.solutions/logo.png","description":"Vindler is a global AI engineering consultancy specializing in custom AI solutions, LLM integration, and enterprise-grade AI systems.","foundingDate":"2025-06-02","foundingLocation":{"@type":"Place","name":"São Paulo, Brazil"},"taxID":"61.102.920/0001-05","email":"contact@vindler.solutions","telephone":"+1-646-846-5339","numberOfEmployees":{"@type":"QuantitativeValue","minValue":1,"maxValue":10},"areaServed":[{"@type":"Country","name":"United States"},{"@type":"Place","name":"Europe"},{"@type":"Country","name":"Brazil"}],"knowsAbout":["Multi-agent systems","Retrieval-augmented generation","Voice AI agents","LangChain","LangGraph","LiveKit","AWS Bedrock","Model Context Protocol","LLM observability and evaluation"],"founder":{"@type":"Person","@id":"https://vindler.solutions/about#carlos-dutra","name":"Carlos Dutra","jobTitle":"Founder and CEO","url":"https://vindler.solutions/about","sameAs":["https://www.linkedin.com/in/carlosdutra","https://github.com/cdutr"]},"contactPoint":{"@type":"ContactPoint","contactType":"Customer Support","email":"contact@vindler.solutions","telephone":"+1-646-846-5339","url":"https://vindler.solutions/contact","availableLanguage":["English","Portuguese","Spanish"]},"address":[{"@type":"PostalAddress","addressLocality":"São Paulo","addressRegion":"SP","addressCountry":"BR","streetAddress":"Av. 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The report is yours to keep, use, and forward to anyone, including investors and other suppliers. The price is fixed and does not change with the size or condition of your product."}},{"@type":"Question","name":"Do I have to hire you afterwards?","acceptedAnswer":{"@type":"Answer","text":"No, and the report is written on that assumption. It closes with what to do if you hire someone else, because a review you can only act on by hiring us is not a review, it is a sales call with an invoice attached. If you do engage us for the build within 90 days, the full $4,500 is credited against that work."}},{"@type":"Question","name":"My prototype is embarrassing. Is it too early for this?","acceptedAnswer":{"@type":"Answer","text":"Almost certainly not. This is aimed at exactly that stage: something that works, built quickly, possibly by someone who has since moved on. If your product genuinely does not run yet, say so on the call and we will tell you honestly whether the review is worth your money right now."}},{"@type":"Question","name":"How long does it take?","acceptedAnswer":{"@type":"Answer","text":"One week from the day we receive the last piece of access, not from the day you sign. That distinction is in the agreement, because chasing repository access mid-week is what makes one week promises slip. The walkthrough call is scheduled within five business days of delivery, at a time you choose."}},{"@type":"Question","name":"Is this a security audit?","acceptedAnswer":{"@type":"Answer","text":"No, and the agreement says so explicitly. It is a professional assessment of production readiness based on what we are given access to in a week. It is not a penetration test, not a compliance opinion, and not a guarantee. The report also states what we were unable to review, so you know the limits of what it covers."}},{"@type":"Question","name":"What happens to my code and data?","acceptedAnswer":{"@type":"Answer","text":"It stays yours throughout, and we delete or return it on request when the engagement ends. We do not name you publicly or describe the engagement in a way that identifies you without your written permission, and we do not use your code or data to train any machine learning model. All of that is in the agreement rather than only in this answer."}}]} ```