Used before

Used before

AI

AI

builds production backends

builds production backends

Plan Your Backend Before AI Starts Building

Plan Your Backend Before AI
Starts Building

Onvyo sits above Cursor, Replit, and other AI tools, so you define
structure and scope first, and AI builds it right the first time.

Onvyo sits above Cursor, Replit, and other AI tools, so you define structure and scope first, and AI builds it right the first time.

Designed to reduce rework, prompt retries, and wasted AI tokens

Designed to reduce rework,
prompt retries, and wasted AI tokens

Dashboard Image
Dashboard Image
Dashboard Image

Problem

AI Builds Fast,
but Guesses Faster

AI Builds Fast,
but Guesses Faster

AI Builds Fast,
but Guesses Faster

Most backend problems don’t come from bad code.
They come from unclear intent before AI starts building.

Most backend problems don’t come from bad code. They come from unclear intent before AI starts building.

Most backend problems don’t come from bad code.
They come from unclear intent before AI starts building.

Wrong Direction

AI makes decisions you never intended from unclear instructions.

Wrong Direction

AI makes decisions you never intended from unclear instructions.

Too Much

The system grows bigger than needed, creating unnecessary complexity.

Too Much

The system grows bigger than needed, creating unnecessary complexity.

Late Surprises

Important issues appear later, when fixing them is harder.

Late Surprises

Important issues appear later, when fixing them is harder.

Repeat Work

You keep re-explaining the same idea to get it right.

How Onvyo Works

One Clear Step
Before You Build

One Clear Step
Before You Build

One Clear Step
Before You Build

Onvyo adds clarity before you use Cursor, Replit, or any AI builder.

Onvyo adds clarity before you use Cursor, Replit, or any AI builder.

Onvyo adds clarity before you use Cursor, Replit, or any AI builder.

You clearly define what you want to build

You clearly define what you want to build

You clearly define what you want to build

AI understands your intent without guessing

AI understands your intent without guessing

AI understands your intent without guessing

Output stays focused and predictable

Output stays focused and predictable

Output stays focused and predictable

No unnecessary features or surprises

No unnecessary features or surprises

No unnecessary features or surprises

Works with your existing AI tools

Works with your existing AI tools

Works with your existing AI tools

Zero learning curve, just structured thinking

Zero learning curve, just structured thinking

Zero learning curve, just structured thinking

Why Clarity Matters

What You Save by Getting Clarity First

Onvyo reduces wasted effort before AI starts building anything.

Discover how Prismo outperforms other platforms with superior features, better performance, and unmatched ease of use.

Without Onvyo

AI fills in gaps you never agreed on

AI fills in gaps you never agreed on

AI fills in gaps you never agreed on

Extra features appear without warning

Extra features appear without warning

Extra features appear without warning

Important rules are missed early

Important rules are missed early

Important rules are missed early

Fixes happen late and cost more time

Fixes happen late and cost more time

Fixes happen late and cost more time

Prompts are rewritten again and again

Prompts are rewritten again and again

Prompts are rewritten again and again

V/S

Logo
Logo

You define the scope before anything is built

You define the scope before anything is built

You define the scope before anything is built

AI follows your intent, not guesses

AI follows your intent, not guesses

AI follows your intent, not guesses

Only necessary features are included

Only necessary features are included

Only necessary features are included

Fewer retries, faster results

Fewer retries, faster results

Fewer retries, faster results

One clear source of truth for building

One clear source of truth for building

One clear source of truth for building

The Output

What You Get Before AI Builds Anything

What You Get Before AI Builds Anything

What You Get Before AI Builds Anything

Clear instructions that AI tools can follow without guessing.

Clear instructions that AI tools can follow without guessing.

Clear instructions that AI tools can follow without guessing.

A clear plan of what needs to be built

A clear plan of what needs to be built

A clear plan of what needs to be built

Defined boundaries so nothing extra sneaks in

Defined boundaries so nothing extra sneaks in

Defined boundaries so nothing extra sneaks in

Important rules decided upfront

Important rules decided upfront

Important rules decided upfront

One shared understanding for humans and AI

One shared understanding for humans and AI

One shared understanding for humans and AI

A ready-to-use prompt for Cursor, Replit, or any AI tool

A ready-to-use prompt for Cursor, Replit, or any AI tool

A ready-to-use prompt for Cursor, Replit, or any AI tool

Wave goodbye to

Your Idea

Your Idea

Rough starting point

Rough starting point

Clear Plan

Clear Plan

Key decisions defined

Key decisions defined

AI Builds

AI Builds

Follows the plan

Follows the plan

Result

Result

What you expected!

What you expected!

Build For

Designed for People
Who Build

Founders

Turn ideas into clear plans before hiring or building

Turn ideas into clear plans before hiring or building

Developers

Build with confidence instead of fixing surprises later

Build with confidence instead of fixing surprises later

Product Teams

Align everyone on what gets built, and what doesn’t

Align everyone on what gets built, and what doesn’t

The Journey

Built From Real AI Friction

Built From Real AI Friction

Built From Real AI Friction

Onvyo started from building real products with AI tools and repeatedly seeing the same problem: AI builds fast, but unclear intent creates expensive rework.

Onvyo started from building real products with AI tools and repeatedly seeing the same problem: AI builds fast, but unclear intent creates expensive rework.

Onvyo started from building real products with AI tools and repeatedly seeing the same problem: AI builds fast, but unclear intent creates expensive rework.

About Image
About Image
About Image

Contact

We’d Love to Hear
From You

We’d Love to Hear
From You

We’d Love to Hear
From You

Contact us for inquiries, support, or feedback. We're here to assist you every step of the way.

Contact us for inquiries, support, or feedback. We're here to assist you every step of the way.

Contact us for inquiries, support, or feedback. We're here
to assist you every step of the way.

hasnaatfreelancing@gmail.com

Lahore, PK

Common Questions

A Few Things You Might
Be Wondering

Does Onvyo replace Cursor or Replit?
Is this only for developers?
Do I need to learn something new?
What do I actually get at the end?
Can I use this for any kind of backend?
Does Onvyo replace Cursor or Replit?
Is this only for developers?

No. Anyone who explains ideas to AI can use Onvyo, technical or not.

Do I need to learn something new?
What do I actually get at the end?
Can I use this for any kind of backend?
Does Onvyo replace Cursor or Replit?
Is this only for developers?

No. Anyone who explains ideas to AI can use Onvyo, technical or not.

Do I need to learn something new?
What do I actually get at the end?
Can I use this for any kind of backend?

Build smarter with AI, not guesswork

Short insights on planning systems before AI starts building.

Used by builders planning real systems, not demos

Logo

Saves hours of rework before AI starts building.

© 2026 Onvyo. All rights reserved.

Build smarter with AI, not guesswork

Short insights on planning systems before AI starts building.

Used by builders planning real systems, not demos

Logo

Saves hours of rework before AI starts building.

Social

© 2026 Onvyo. All rights reserved.

Build smarter with AI, not guesswork

Short insights on planning systems before AI starts building.

Used by builders planning real systems, not demos

Logo

Saves hours of rework before AI starts building.

© 2026 Onvyo. All rights reserved.

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