AI-Powered Project Planning From Idea to Sprint Tickets

Describe your project in plain language. The AI runs a six-stage planning pipeline — research, strategy, architecture, product phases, and sprint planning — then populates your board with ready-to-execute tickets.

CodeRaven AI Project Planning is a multi-stage automated planning system that takes a natural language project description and generates research, strategy, architecture decisions, product phase breakdowns, and sprint-level tickets through a six-stage AI pipeline. The output populates a built-in Kanban or Scrum board automatically.

Key Capabilities

Six-stage AI planning pipeline
Research, strategy, and architecture generation
Product phase breakdowns with milestones
Sprint-level ticket auto-generation
Auto-populates your project board
Architecture and tech stack recommendations
Customizable planning prompts
Export tickets to Jira, Linear, or ClickUp

How It Works Under the Hood

Planning a software project traditionally requires weeks of meetings, document drafting, and back-and-forth between product managers, architects, and engineers. Requirements need to be gathered, architecture needs to be designed, phases need to be scoped, and sprint tickets need to be written — all before a single line of code is written.

CodeRaven's AI planning pipeline compresses this process into minutes. Describe your project in plain language — what you want to build, who it's for, what constraints exist — and the AI executes six planning stages sequentially. It starts with research into relevant technologies and patterns, develops a product strategy, recommends architecture and tech stack choices, breaks the product into development phases with milestones, and finally generates sprint-level tickets with story points, acceptance criteria, and priority assignments.

Each stage builds on the output of the previous one, creating a coherent plan that flows from high-level strategy to granular execution. The generated tickets are ready to push directly to your project board, where they can be assigned to developers or to AI ticket execution for automatic implementation.

Why Teams Choose This

Real outcomes that improve how your team builds software.

Minutes Instead of Weeks

Go from a one-paragraph project idea to a full plan with architecture decisions, phase breakdown, and sprint tickets in minutes, not weeks.

Actionable Output

Planning output isn't just documents. It generates sprint-ready tickets with story points, acceptance criteria, and priorities that populate your board directly.

Consistent Planning Quality

Every plan follows the same rigorous six-stage process, ensuring nothing is missed regardless of project size or complexity.

Iterate Rapidly

Modify any section and regenerate downstream stages. Change the architecture decision and get updated phase plans and tickets automatically.

Get Started in Minutes

No complex setup required — connect your tools and start seeing results.

01

Describe Your Project

Write a natural language description of what you want to build, including goals, constraints, and any technology preferences.

02

AI Runs the Pipeline

The AI executes six planning stages: research, strategy, branding, architecture, product phases, and sprint planning. Each stage builds on the previous one.

03

Review the Plan

Review the generated architecture decisions, phase breakdowns, and sprint tickets. Modify, reorder, or regenerate any section.

04

Populate Your Board

Approved tickets are pushed to your project board with priorities, estimates, and descriptions. Start executing immediately.

Who Benefits

New Project Kickoffs

Go from a one-paragraph idea to a fully planned project with architecture decisions, phase breakdown, and sprint tickets in minutes.

Technical Leads

Generate architecture proposals and sprint breakdowns for review by the team. Iterate with the AI until the plan meets requirements.

Product Managers

Turn product requirements into actionable developer tickets with story points, acceptance criteria, and technical details.

See it in action — no credit card required.

Start Free Trial

Frequently Asked Questions

Your entire team. One price. No per-seat math.

AI code review, ticket execution, project management, and documentation for your whole organization starting at $24/mo.