How it works
Business needs
Design specs & solution
Stakeholders
User stories
Requirements
Entalpa sits at the center of your requirements engineering workflow, connecting stakeholders, business needs, user stories, requirements, and design specifications into a unified, traceable system.
From Intent to Implementation
Entalpa doesn't just generate text; it engineers a unified source of truth by orchestrating a three-way feedback loop:
Synthesize Stakeholders
We begin by identifying every voice that matters — from end-users to technical admins — ensuring no perspective is overlooked.
Contextualize Stories
Business needs are translated into granular User Stories, creating a behavioral roadmap of how your system should perform.
Codify Requirements
Those stories are then formalized into technical requirements, complete with acceptance criteria and architectural constraints.
The circular flow ensures that as your project evolves, every requirement remains traceable back to a specific story and a verified business need. The result is a set of Design Specs & Solutions that are ready for implementation, free from ambiguity, and built on a foundation of rigorous logic.
Instant Project Blueprint
Turn raw documentation into a structured roadmap in seconds.
This is where your idea takes its first professional shape. Right after you create a project, Entalpa's Initialization Engine analyzes your project description — and any supporting documentation — to automatically populate your dashboard with a comprehensive set of stakeholders and user stories.
- Multi-Modal Document Discovery: Don't start from a blank page. Upload a PDF or TXT file to provide deep context. Whether it's a one-page pitch or a complex technical brief, our engine extracts the core intent to build your initial backlog.
- Privacy-First Processing: We respect your data integrity. When you provide a file, Entalpa generates and saves a persistent Source Summary to anchor future generations, but the original file is never stored on our servers. You get the context without the security risk.
- Actor-Centric Mapping: A great project starts with the people. This feature doesn't just write stories; it identifies every human and system Stakeholder involved, ensuring that your requirements are built for everyone who matters.
- Automated Foundation: Go from a high-level "vibe" to a populated project board in one click. By generating the initial story map for you, Entalpa ensures that your technical requirements are always grounded in a clear, documented vision.
- Seamless Ingestion: Even the most complex documentation is transformed into structured, manageable data points, ready for the next stages of analysis and requirement generation.
Next step
Connect your coding agent
Point Claude, Codex, or any MCP-capable agent at your Entalpa project in a couple of commands, then let it read and implement your requirements.
Connect your agent