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Stop Failing AI Projects - Start Shipping Them

Stop Failing AI Projects. Start Shipping Them.

CeremonyAI transforms ambiguous AI project ideas into structured project charters, technical architecture, PoC code, and sprint-ready backlogs—helping CTOs, PMs, developers, and product teams go from concept to execution with clarity and confidence.

  • ✔︎ Conventional Project Management - can't fully scope the complexities of machine learning
  • ✔︎ Product teams struggle to scope AI features accurately,PMs plan in systems with no ML understanding.
  • ✔︎ Missing Expert guidance Learners and teams lack real-time contextual support.

CeremonyAI is here to CHANGE THE GAME CeremonyAI solves these problems with an AI-powered workflow that guides your team through The Kickoff, The Huddle, The Blueprint, and Sprint Forge—turning ideas into actionable sprint plans.

Start with a project description and get a comprehensive charter. Build technical architecture playbooks. Generate PoC code organized by component. Export sprint-ready backlogs to JIRA—all in one intelligent workflow.

With CeremonyAI, your team navigates from idea to sprint execution—without delay, missteps, or wasted efforts.

CeremonyAI: From Idea to Sprint Execution

A comprehensive AI-powered workflow that transforms your AI project ideas into actionable plans, PoC code, and sprint-ready backlogs. Through a multi-step intelligent process, CeremonyAI helps you go from concept to execution with automated project charters, technical architecture, code generation, and JIRA-ready sprint plans.

1
The Kickoff

Generate comprehensive project charters from your project description with AI-powered analysis and stakeholder alignment.

2
The Huddle

Create detailed technical architecture playbooks with multi-agent collaboration for comprehensive system design.

3
The Blueprint

Generate PoC code snippets organized by component and track, ready for immediate use in your AI projects.

4
Sprint Forge

Build sprint-ready backlogs with epics, stories, and tasks, then export directly to JIRA for seamless execution.

Stop Wasting Time. Start Shipping.

From project prompt to fully functional JIRA-ready sprint backlogs—CeremonyAI's intelligent agents collaborate seamlessly to transform your AI ideas into actionable execution plans.

1. Project Prompt

Start with your AI project idea. Simply describe what you want to build, and CeremonyAI's intelligent agents begin the discovery process.

Project Prompt

2. Agent Collaboration

Multiple specialized AI agents collaborate to analyze your prompt, ask discovery questions, and refine the project requirements through intelligent discussion.

Agent Discussion & Collaboration

3. PoC Code

Get ready-to-use PoC code snippets organized by component. Each piece is structured, documented, and ready for immediate implementation in your AI projects.

PoC Code Generation

4. JIRA Export

Export sprint-ready backlogs directly to JIRA with epics, stories, and tasks properly structured. Your team has a clear roadmap from day one.

JIRA Export
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How it Works

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How Our AI Agents Collaborate
1
The Kickoff

You start with a project description. Multiple AI agents collaborate to analyze your prompt, ask discovery questions, and generate a comprehensive project charter with goals, risks, constraints, and success metrics.

2
The Huddle & Blueprint

Specialized agents work together to create detailed technical architecture playbooks and generate PoC code snippets organized by component—ready for immediate use in your AI projects.

3
Sprint Forge

Planning agents collaborate to build sprint-ready backlogs with epics, stories, and tasks, then export directly to JIRA. Your team has a clear roadmap from day one.

Meet Our Specialized AI Agents

Each workflow step uses specialized AI agents with distinct roles and expertise. These agents collaborate, discuss, and refine their outputs to deliver comprehensive project plans.

The Kickoff Agents
  • Program Manager Agent: Orchestrates the kickoff process, ensures all discovery questions are addressed, and synthesizes inputs into a structured charter.
  • Client Agent: Represents stakeholder perspectives, validates business goals, and ensures alignment with project objectives.
The Huddle Agents
  • AI/ML Specialist: Designs ML architecture, recommends models, and defines training strategies.
  • Data Engineering Specialist: Plans data pipelines, defines data requirements, and designs data infrastructure.
  • Software Engineering Specialist: Designs system architecture, APIs, and integration patterns.
  • System Reliability Specialist: Ensures scalability, reliability, and production-readiness of the architecture.
The Blueprint Agents
  • AI/ML Agent: Generates PoC model code, training pipelines, and evaluation scripts.
  • Data Planner & Data Agent: Create data pipeline code, feature engineering scripts, and data service implementations.
  • Software Agent: Generates API code, integration components, and deployment configurations.
Sprint Forge Agents
  • Planning Agents: Break down work into epics, stories, and tasks with proper dependencies and estimates.
  • Export Agents: Format and structure backlogs for seamless JIRA integration with proper metadata and relationships.

Agent Personas: Each agent can be customized with different communication styles—from "The Professional" (formal, detailed) to "The Collaborator" (friendly, conversational) to "The Expert" (authoritative, concise)—matching your team's culture and preferences.