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For products built with AI

Code you can finally
build on with confidence.

We turn AI-built prototypes into systems you can understand, trust and keep growing — with documentation, tests and clear rules for your AI.

Talk about my product
prosto / system-map stabilization in progress
BEFORE / HIDDEN CONNECTIONS
AFTER / CLEAR BOUNDARIES
01PRODUCT
02DOMAIN
03TESTS
04DELIVERY
01fewer regressions
02less context to reload
03faster changes
04calmer releases
01 WHEN PROSTO CAN HELP

Your product outgrew the prompt that created it.

That does not mean AI development failed. It means your prototype is ready for a real engineering foundation.

01

Fix one thing, break another

Hidden coupling only shows up after a change reaches production.

02

Every feature takes longer

Your AI has to squeeze new behavior into a structure that was never designed to grow.

03

Your AI keeps burning more tokens

The agent rereads the codebase and rebuilds lost context every time.

04

The product gets slower

Duplicate logic, wasteful requests and quick fixes quietly pile up.

05

Developers need to become archaeologists

System knowledge is scattered across files, prompts and one person’s memory.

06

Every release feels risky

There is no quick, reliable way to know whether existing features still work.

You do not need to give up AI or rebuild everything from scratch.

Your code needs structure. Your AI needs rules, context and a way to check its own work.

PROSTO PRINCIPLE №01
02 WHAT WE DO

We rebuild the system around your product.

Not a cosmetic cleanup. A complete path from understanding to protection, structure and a confident handoff.

01UNDERSTAND

Product map and documentation

We document roles, flows, integrations, data and requirements in plain English — for you, your AI and your future team.

02STRUCTURE

Architecture that fits

We separate responsibilities, remove duplication and create clear boundaries without adding patterns just for the sake of it.

03PROTECT

Tests for critical flows

We protect what matters to the business first: sign-in, payments, data, orders and access control.

04TEACH

An AI agent that knows the rules

Claude, Codex or another agent gets a clear context structure, architectural boundaries and reliable commands for checking its work.

05VERIFY

Built-in self-checks

Your AI runs the product, tests, browser or emulator and verifies the result before calling a task done.

06SHIP

Predictable delivery

Builds, quality checks and releases become one repeatable process instead of a stressful ritual.

03 HOW WE WORK

Control first.
Changes second.

NO BIG-BANG REWRITES
01

We get to know the product

We learn the business model, key user journeys and current technical state, then audit the structure, dependencies, data, security, performance and delivery setup.

02

We understand what you want

We find out what is getting in the way today, what a good outcome looks like and how you want the product to feel after the work is done.

03

We add our recommendations

We surface risks and opportunities uncovered by the audit, then explain what is worth adding, simplifying, fixing or deliberately leaving for later.

04

We estimate time and cost

We break the work into clear stages and give you a transparent estimate for the scope, timing and price of each one.

05

We agree on the engagement

We confirm the final scope, timeline, cost, communication rhythm and what “done” means before work begins.

06

We work in visible stages

We move in small, controlled steps and keep you updated on what is done, what has been checked and what comes next.

07

We demo, refine and hand over

We walk you through the result, collect feedback, make the agreed adjustments and hand over the product with its documentation.

08

We stay with you after launch

If you want ongoing help, we support future changes, keep quality under control and maintain the processes we put in place.

04 WHAT CHANGES

From “don’t touch it” to “let’s keep building.”

Clean code is not the end goal. The real value is how differently you can work with the product every day.

BEFORE / REACTIVEAFTER / IN CONTROL
01

AI has to relearn the project every time

AI gets a system map, clear rules and reliable checks

02

A small change breaks several screens

Critical flows are protected by automated tests

03

Logic is scattered and duplicated

Code is split into modules with clear boundaries

04

Requirements live in chats and memory

Decisions and behavior are captured in documentation

05

Every release means manual checks and anxiety

Builds and checks run automatically

prosto / handoffREADY_
05 YOURS TO KEEP

Not another dependency.
A system you own.

When we are done, the product does not only make sense to us. You, your AI and any future developer can work with it confidently.

  • 01 Product and requirements documentation
  • 02 Architecture and risk map
  • 03 Tests for critical flows
  • 04 Instructions for your AI agent
  • 05 Automated quality checks
  • 06 A clear roadmap for what comes next
06 WE STAND BEHIND THE RESULT

Visible progress. Support you can count on.

We do not disappear after handoff or ask you to take our word for it. You test the result in real work, and we can stay on as your engineering partner after launch.

MONEY-BACK PROMISE14 CALENDAR DAYS
14

See the difference — or get your money back.

You get 14 calendar days after implementation to use the result in real work. If you do not see an improvement, we refund the fee for the work we delivered.

LIMITED-TIME OFFERFOR PROSTO CLIENTS
50%

Bring a friend. Get 50% off.

Introduce us to someone with an AI-built product. When they start a project with prosto, you get 50% off your order.

Claim the offer
AFTER LAUNCHWHEN YOU NEED US

Handoff does not have to mean goodbye.

We can keep supporting the product: review new AI-made changes, maintain documentation and tests, help with releases and plan the next steps. Choose one-off advice or ongoing support — whatever your product actually needs.

Talk about ongoing support
HUMAN × AI
A friendly robot calmly untangling a bright red knot above the prosto wordmark
07 ABOUT US

We sit between your business, your code and your AI.

We work with products that grew faster than their architecture. We do not judge how you got here. We protect the business value you have already built and give it a dependable engineering foundation.

08 STRAIGHT ANSWERS

Questions worth asking before we start.

01Do we need to rebuild the whole product?

Usually not. We first identify what can stay, what should be isolated and what is genuinely cheaper to replace. A full rebuild should be a business decision, not a reflex.

02Can I keep developing the product with AI?

Yes. A major goal is to make AI development more predictable by giving the agent current context, clear rules, architectural boundaries and a reliable way to check its work.

03Can you guarantee there will never be another bug?

No responsible engineer can promise zero bugs. We reduce their likelihood and impact by protecting critical flows with tests, automating checks and making changes in small, controlled steps.

04Will this overcomplicate my MVP?

It should not. The structure needs to fit the product’s size and direction. Our job is to remove unnecessary complexity, not introduce more of it for the sake of a pretty diagram.

05How does the money-back promise work?

You have 14 calendar days after implementation to use the result in real work. If you do not see an improvement during that time, we refund the fee for the work we delivered.

READY TO LOOK UNDER THE HOOD

Your product should feel safe to change.

Show us the product and tell us what is making growth difficult. We will start with the risks and give you a clear next step.

prosto / contact
LET’S TALK

How should we get back to you?

Email us directly or leave the contact details that work best for you.

Our emailprosto.ai.transformation@gmail.com
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