Home | SprintLine, AI tool to define product vision, plan MVPs & generate specs instantly
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Turn one idea into PRDs, user stories, and OpenAPI specifications in a single sprint.

SprintLine helps founders and product teams turn ideas into implementation-ready specifications, written with real technical rigor so developers can build without friction.

Built for founders, PMs, and technical teams who need clarity before writing code.

What SprintLine actually does

SprintLine defines what to build.

With SprintLine, you can generate:

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Execution-ready Product Requirements Documents (PRDs)

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User stories with clear acceptance criteria, built for agile teams

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OpenAPI specifications that act as real technical contracts

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Clear MVP scopes to avoid overbuilding

No vague documents.

No endless alignment meetings.

Just specifications ready to be built.

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Product Discovery Sprint

Execution-ready Product Requirements Documents (PRDs)

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User Stories Generator

Create user stories developers can actually estimate and build. No filler. Just clear stories with acceptance criteria.

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OpenAPI Generator

Turn product ideas into API contracts. Generate reliable OpenAPI specifications for backend and frontend teams.

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Product Discovery Sprint

Need expert help defining your product from end to end? Combine AI speed with expert product judgment.

Start where you need clarity today

Why SprintLine actually works

Most tools help teams talk about products.

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SprintLine helps you define them so they can be built.

  • Execution-ready specifications

  • AI + technical judgment, not hype

  • One clear system, not disconnected tolos

  • Designed for real development workflows

Start building with clarity.

Whether you’re defining your first MVP or fixing a broken scope, SprintLine helps you define products that teams can actually ship.

From specifications to real products

Great products start with great specifications. If you already have:

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A validated PRD

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Clear user stories

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OpenAPI specifications

Then building is the next step. 

SprintLine connects naturally with Lovable, and you can later rely on our expert development team to take things further.

Work with our development team

Frequently asked questions

  • No. SprintLine guides the process through structured questions, designed for non-technical founders.

  • SprintLine output is nearly instant once you complete the conversational brief.

  • You’ll receive deliverables compatible with agile development workflows, technical documentation, and presentations. Formats may include structured text, visual summaries, and OpenAPI specs.

  • SprintLine accelerates initial product definition. It does not replace a PM but helps teams move forward without one in early stages.

  • Yes. The specs generated in SprintLine are designed to integrate directly with SprintStack & Lovable, which turns them into a working backend.

Contact us

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Start building with clarity.

Whether you’re defining your first MVP or fixing a broken scope, SprintLine helps you define products that teams can actually ship.

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