Product Clarity

Product communication,
documentation and visualization.

One of the core problems in every product team: .md files, JSON, RAG files, diagrams and codebases live disconnected. DPS links them into one clean, visual system.

See How DPS Solves It
DPS Visual Layer

Every IDE writes .md-files. Only DPS makes them visual.

Cursor, Claude Code, Codex, Gemini — they all generate markdown. DPS turns the same files into clean, connected visual canvases your whole team can read.

Learn How to Do It
DPS AI Agent

Cross-repo relations,
analyzed at agent speed.

DPS AI Agent reads the connections between your repositories and RAG files and answers in seconds — not after hours of manual code reading.

Explore DPS
Codebase Standardization

We define the standard for RAG structure and AI prompting.

RAG file structure, prompting discipline, and the growth and precision of AI Engineers — defined, measured and taught as one system.

See DPS Manual
DPS Learning Lab

Practical AI engineering
topics for real DPS systems.

See the problem, understand the system, and practice the exact topics that make AI-powered delivery work — RAG, MCP, AI Agents and AI Engineering.

Browse Topics
CaPM™ Guide

Product management, rebuilt for the agentic era.

The CaPM™ Guide — a 4-step delivery model that keeps business, engineering and AI agents aligned in one codebase-aware methodology.

Read the CaPM™ Guide
DPS System

One AI-driven Product Management system for product communication, documentation and visualization

DPS is the only system that integratively connects every step of product delivery — so AI agents and your team deliver at a fantastic pace.

It's Free — Try It Now

DPS System

AI Agent

DPS Demo0:00
For Companies

Bring the DPS standard into your company

We partner with product teams to build a communication and documentation standard that makes AI agents fast and accurate — with per-team consultation, data visualization, and unlimited Learning Labs for your engineers.

Communication standard AI-agent readiness Team Learning Labs
Partner with us

10×

Faster delivery than traditional Agile

RAG

AI-ready documentation in the codebase

10

Delivery modules in one standard

Learning Labs for every engineer

Learn the System

DPS is not just a tool — it grows the skills behind it.

For AI Engineers and product teams, the DPS System goes beyond tooling. It offers learning topics with detailed, rich video lessons in multiple languages — building the exact skills you need to execute all four delivery steps and become an expert.

Detailed video lessons Multiple languages From basics to expert
Explore Learning Topics
1Product RequirementDevelopment4Project Measurement& Control2Codebase StructureDevelopment3Product Execution& DeliveryFINISH

New and popular Topics

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Start Improve AI Product Management Skill Today

All topics are built on the AI Product Management Skill and delivered through simulation-based learning.

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With DPS —
AI Product Management
is 100% Measurable

Once you build AI Product Management skills, you keep delivering — on your own terms. Our open-source CaPM™ tools let you run real projects independently, without being locked into any platform. We've built everything so your growth never depends on us.

100% Trackable

Every initiative is measurable from start to finish.

Save Up to 80%

Reduce time and cost across your product workflow.

One System

Manage discovery, development, and monetization in one place.

AI-Ready

AI agents understand business and product logic clearly.

DPS Canvas — Product Management Is 100% Measurable

Why CaPM™ Guide Is Needed in the AI Era

Hundreds of frameworks exist — but none connects business, monetization, codebase, and project delivery into one precise formula that AI agents can actually understand. CaPM™ is the first guide built for that gap: an integrative system that bridges discovery, development, and execution across every layer of a modern product team. We built it — and we maintain it.

CaPM™ 4-Step Delivery Model

1Product Requirement
Development
4Project Measurement
& Control
2Codebase Structure
Development
3Product Execution
& Delivery
CaPM™ Framework

FAQ

Frequently Asked Questions

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