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A prototype that won't scale
The platform hits its ceiling. The feature you actually need? Can't be built.
AI STUDIO FOR PRODUCTION-GRADE DEVELOPMENT
Vibe-coding got you a prototype.
We take it all the way to a product.
AI coding engineers build production-grade products: clean architecture, tests, documentation. Faster and cheaper than a classic studio - safer than any vibe-coding platform.
Free. NDA on request. Timeline and budget estimated before we start.
- ✓ Code and IP 100% yours
- ✓ Tests, CI/CD, security
- ✓ Quote locked before we start
Technologies we work with
React, Node.js, TypeScript, Python, PostgreSQL, Next.js, Go, Kubernetes, Flutter, FastAPI, AWS, Docker
EPAV AI
Engineering Precision At Velocity
Sound familiar?
Gorgeous demo. Dead end in production.
No-code and vibe-coding are great at pitching an idea - but they fall apart the moment your product meets real users, real load, and real business demands.
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Vendor lock-in and code you don't own
Your product lives inside the platform. Leaving means rewriting everything from scratch.
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Technical debt from day one
No tests, no architecture, no docs. Maintenance turns into a nightmare.
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Classic dev is slow and expensive
A full studio wants months and a budget your startup doesn't have yet.
Our approach
Professionals amplify AI - you get a real product
AI cuts the busywork by orders of magnitude. Engineers own the architecture, quality, and reliability. The result is production-grade software ready to grow - not a generated sketch.
- ✓ Clean architecture and industrial standards (SOLID, code review)
- ✓ Automated tests, CI/CD, monitoring, and security out of the box
- ✓ Documentation and handover - a new team is up to speed in days
- ✓ Modularity: the product grows alongside your business
An honest comparison
Faster than a studio. Sturdier than vibe-coding.
| Criterion | EPAV AI best of both worlds | Vibe-coding platforms | Classic studio |
|---|---|---|---|
| Code quality | Industrial standards, review | A black box, luck of the draw | High |
| Maintainability | Tests, docs, clean code | Practically none | High |
| Extensibility | Built into the architecture | Platform limits | High |
| Time to release | Weeks | Hours - but only a prototype | Months |
| Cost | Mid-range, locked upfront | Low | High |
| Code ownership | 100% yours | Tied to the platform | 100% yours |
| Production readiness | Yes, load-tested and secure | No | Yes |
| Technical-debt risk | Low | High | Medium |
Reliable code that you own - at a fraction of a classic studio's budget.
Discuss your productHow we work
From idea to product - transparent, step by step
You see progress every week and have repository access from day one.
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01
Brief and estimate
We unpack the idea and lock the scope. Quote and timeline in 1-2 days.
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02
Prototype
In a matter of days we build a working skeleton you can actually touch.
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Development
Specialists and AI write clean code to industrial standards.
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Tests and standards
Automated tests, review, security, CI/CD - the product is ready for load.
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Handover and growth
The code, docs, and access are yours. We maintain and extend it.
Why EPAV AI
Everything that separates a product from a sketch
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Industrial standards
SOLID, clean architecture, mandatory code review. A product you're proud to scale and hand to another team.
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Tests and CI/CD
Automated tests, pipelines, monitoring.
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Full ownership
All the code and infrastructure are yours. No vendor lock-in.
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Extensibility
A modular architecture that grows with your business.
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Security
Dependency audits, protection for data and secrets.
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Transparency
Weekly demos and repository access from day one - you always know what you're paying for.
By the numbers
Results, not promises
40+
products in production
×3
faster than classic development
-55%
budget savings
100%
of the code belongs to you
Invest in your own product
An asset, not a subscription
Money put into your own product stays with you forever - as code, technology, and valuation. Pick the format that fits your goal.
MVP
2-4 weeks
Validate your hypothesis and show investors a working product.
- A working product core
- Ready for your first users
- Clean code and documentation
Turnkey product
from 1 month
A full production-grade release, ready for load and growth.
- Tests, CI/CD, security
- Scalable architecture
- Code handover and onboarding
Partnership
for the long haul
A dedicated team that grows the product together with you.
- A product team built around your goals
- Sprints and regular releases
- Flexible scaling
We lock the quote and timeline before we start. No surprises on the invoice.
Cases
Products we've already launched
We don't just advise - we build products and take them to production. Here's what is already live:
Skilcrew
A hiring marketplace with an AI assistant: find the job or the freelancer right in a regular chat, in plain human language.
- ✓ Production backend on Serverpod (Dart) + PostgreSQL, 35+ endpoints
- ✓ Flutter apps: client, admin panel, moderation
- ✓ Real payments and subscriptions (Creem/Stripe) with webhooks
- ✓ Authentication (email/Google/JWT), GDPR, AI moderation, multi-country
Stack
TrustMeta
Meta ads (Facebook/Instagram) without the pain: no Business Manager and no risk of bans - built for small businesses and Shopify.
- ✓ AI creative generation: describe your product and get image options
- ✓ Video avatars: turn a script into a talking video in minutes
- ✓ Launch in a couple of taps: from idea to live ads, no jargon
- ✓ Traffic or lead campaigns through stable agency accounts
Stack
EPAV Support
AI customer support by subscription: the bot answers only from your knowledge base and hands anything missing to an agent.
- ✓ Website chat, WhatsApp, Telegram, email and chat in your mobile app
- ✓ No fee per resolved conversation or per agent seat
- ✓ Your own AI provider or your own model in the office
- ✓ Server and database in the EU, a separate installation per company
Stack
This is one of our products. Want the same built for your use case?
Discuss your projectServices
Services that pay for themselves
Three areas where the upside is measured in money, not promises: customer support, licences and your own product instead of a subscription.
Customer support with no fee per resolved conversation: the bot answers from your knowledge base and hands the rest to an agent.
Learn morePaid licences leave the budget: we find open alternatives, verify the licence and move you over together with your data.
Learn more All servicesCalculator
Person-tokens instead of person-hours
A classic estimate measures work in person-hours. We measure it in person-tokens: how many people, and how many tokens each of them needs to reach the goal. Pick a scenario, put in your own numbers, and see both estimates side by side.
Questions and answers
Answering the doubts that matter most
Vibe-coding is a user and a prompt. We're an engineering team that designs the architecture, reviews every line, and stands behind the result by contract. AI speeds up the work, but there's always a human between it and your users.
AI code often carries vulnerabilities - when no one is watching it. The difference is that our engineers own the architecture, the security, and the review of every line: nothing reaches production without tests and a security check.
Entirely you - 100%. All source code, infrastructure, and access are handed over to you. No vendor lock-in, no ties to any platform.
On average up to -55% on budget and 3× faster - because AI takes the busywork off our engineers. And the quality stays at the level of a professional studio.
We maintain and grow the product under a partnership model. And thanks to the docs and tests, plugging in your own team is easy too.
Yes. Architecture, tests, security, and CI/CD are baked in from day one - the product is ready for real load and growth.
A working prototype within days of the brief. From there the product grows in iterations with weekly demos.
About the company
A real company, not an anonymous team
Behind EPAV AI stands a company registered in Estonia. We work officially and under contract - you know exactly who you're dealing with.
NeriusCognitaren OÜ
- Registration number
- 17503018
- Registered address
- Sepapaja tn 6, 15551 Tallinn, Harju Maakond, Estonia
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We work under contract
Transparent terms, scope and timelines are fixed before work begins.
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NDA on request
We'll sign a non-disclosure agreement before discussing the details of your project.
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The code and IP are yours
We hand over 100% of the rights to the source code and product, with no vendor lock-in.
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GDPR and data protection
We process personal data in accordance with the GDPR; our privacy policy is publicly available.
Tell us about your product
We reply within one business day, ask the right questions, and prepare a quote with timelines. The consultation is free and comes with no strings attached.
- ✉ [email protected]
- ⚖ Legal enquiries: [email protected]
- 🛡 Data protection: [email protected]
- ⏱ Mon-Fri 09:00-18:00 EET · reply within ~1 business day
Sepapaja tn 6, 15551 Tallinn, Harju Maakond, Estonia
Free 30-min consultation · No obligation · The code stays yours