Product Intelligence for Humans and AI Agents
You built the app with AI. Now build the product.
AI coding tools get you to software fast. Kriyastream gives you the structure and intelligence to grow an AI-built app into a real product — across Product, Project, and Code.
- Map your vibe-coded app into a structured Product Map
- Understand what exists, what's missing, and what to build next
- Validate product intent against code
The New Reality
Anyone Can Build an App
AI coding tools have changed software development.
Today anyone can build an application using:
Lovable
Bolt
Claude Code
Cursor
WindsurfBuilding software is no longer the bottleneck.
Understanding and growing the product is.
Why Product Intelligence Matters
Products Fail for Three Reasons
Lack of Product Clarity
Teams struggle to understand what exists, what is missing, and what should be built next.
Poor Execution Planning
Work is not broken down, estimated, prioritized, or coordinated effectively.
Lack of Repeatability
Critical knowledge remains trapped in people, prompts, conversations, and one-off workflows.
Structure creates clarity.
The Problem
What Happens After the First AI Build?
Most AI-built applications eventually hit a wall.
Questions begin to emerge
- What features exist?
- What capabilities are missing?
- What should we build next?
- How mature is the product?
- How do we onboard teammates?
- How do we onboard AI agents?
The challenge is no longer generating code.
The challenge is understanding what you've built — and knowing what to do next.
See Product Intelligence in Action
Start With Your Product
Describe what you're building or paste a description of your AI-built app — explore Product Maps, maturity, plans, and product-to-code validation.
The Solution
From Idea to a Continuous Product Loop
Kriyastream turns your idea or code into a Product Map, evaluates its maturity, and helps you continuously improve it — with humans and AI coding agents building together on every cycle.
Start here
Start with idea or code
Start by describing your idea, or connect an existing GitHub codebase.
Generate Product Map
Kriya maps it into a structured Product Map of domains, jobs, flows, capabilities, and features.
Get Next Best Actions (NBAs)
See where your product is well understood, implemented, or still incomplete — and the highest-impact actions to improve it.
Prepare execution plans
Kriya generates execution plans from your Product Map for humans and AI coding agents.
Coding agents execute via MCP
Coding agents pick up the plans through the Kriya MCP and execute them.
Close the loop with every PR
Pull requests provide implementation evidence that helps keep your Product Map aligned with your codebase, then surface the next best actions.
Most teams jump from idea directly to code.
Your product understanding should evolve as your product evolves.
Product, Project, and Code Intelligence
Three connected layers — understand what you're building, how you're delivering it, and validate what actually exists.
Product Intelligence
Map your app into domains, jobs-to-be-done, flows, capabilities, and features.
Learn more →Project Intelligence
Turn product structure into projects, deliverables, work packages, and work items.
Learn more →Code Intelligence
Product-to-code validation with provenance — evidence of what was built, not just a repo connection.
Learn more →Product Intelligence
Understand What You're Building
Turn scattered product ideas, requirements, prompts, and existing software into a structured Product Map. See how your product fits together, where gaps exist, and what deserves attention next.
How it connects
- 1
Product Domains
- 2
Goals (JTBD)
- 3
User Flows
- 4
Capabilities
- 5
Features
Outcomes
- 1Organize product knowledge
- 2Create shared product understanding
- 3Close gaps in the product
- 4Plan and execute Next Best Actions (NBAs)
- 5Align features with goals
Project Intelligence
Understand How You're Delivering
Turn product intent into structured execution. Connect product outcomes to projects, deliverables, work packages, and work items so teams can plan, estimate, and deliver with greater confidence.
How it connects
- 1
Projects
- 2
Phases
- 3
Deliverables
- 4
Work Packages
- 5
Work Items
Outcomes
- 1Generate project plans
- 2Improve estimation
- 3Track delivery
- 4Align execution to outcomes
- 5Reduce planning risk
Code Intelligence
Validate Product Intent Against Code
Connect your Product Map to repositories, pull requests, and implementation evidence to understand what has actually been built, what remains incomplete, and where product intent and implementation may be drifting apart. Trace product provenance into code — not just sync with GitHub.
How it connects
- 1
Feature
- 2
Repository
- 3
Pull Request
- 4
Commit
Outcomes
- 1Trace feature provenance to implementation evidence
- 2Find Product Map features with no corresponding code
- 3Spot code without a clear product purpose
- 4See what changed in the product after a PR
- 5Keep product intent and code aligned as you evolve
Kriya AI Agent
Your AI Coworker and the Team Behind It
is an assistant product manager backed by a coordinated team of specialist agents, grounded in your live product data, with Human-in-the-Loop (HITL) on every change.
Ask in plain language. Kriya routes your request to the right specialist, works from your live Product Map, projects, and code, and never applies a change without your approval.
Meet the specialist agents
Product Map
Agent
Work Breakdown
Agent
Estimation
Agent
Assignment
Agent
Optimization
Agent
Admin & Setup
Agent
A team, not a chatbot
A supervisor coordinates specialist agents for product, planning, estimation, assignment, and optimization.
→ Ship like a full product team, even solo.
Grounded in your live data
Works from your actual Product Map, projects, rates, and team profiles — not generic advice.
→ Recommendations that fit your product, not boilerplate.
Spans product → project → code
One coworker connects strategy to execution to source — including briefs and traceability for your coding agents.
→ No lost context between idea and PR.
Built for how you actually build
Start greenfield or infer a product framework from a scanned GitHub repo.
Dedicated optimizers improve WBS structure, schedule, cost, and estimates — not just generate plans.
Human-in-the-Loop (HITL) on every change: Kriya proposes, you approve, then it applies.
Product Maturity
How Mature Is Your Product?
See where your product is well understood, implemented, or still incomplete.
Evaluates the product itself
Kriyastream helps you understand product maturity across Product, Project, and Code — signals that guide what to improve next, not a claim of objective product quality.
Discovering
Product idea is emerging. Product definition is incomplete.
Defining
Product structure is established. Core capabilities and features are identified.
Delivering
Significant implementation exists. Product and code are increasingly aligned.
Operating
Product, implementation, and delivery are connected and actively managed.
Optimizing
Product continuously evolves through intelligence, feedback, automation, and improvement.
Built for AI Builders, Founders and Teams
You don't need a product team to start. Kriyastream helps you evolve from solo AI builder to structured product organization.
Designed for
Agentic Product Management Maturity
How Mature Is the Way You Build?
Evaluates how you build — not the product itself
This evaluates your builder and team operating model — how effectively humans and AI agents collaborate — not the maturity of the product itself.
Vibe Coder
Builds applications with AI.
Focused on speed.
Structured Builder
Documents product structure and plans work.
Focused on repeatability.
AI Product Builder
Uses Product Maps and structured planning to guide implementation.
Focused on structure.
AI Product Manager
Connects Product, Project, and Code with measurable outcomes.
Focused on outcomes.
Human + Agent Operator
Humans and agents collaborate predictably using reusable product, project, and execution intelligence.
Focused on optimization.
Start with a single AI-generated application. Grow into a structured product organization.
Pricing
Simple, Credit-Based Pricing
Start free, then scale as your product and team grow. No hidden fees, no surprises.
Free
Perfect for individual builders getting started.
- 25 Monthly Credits
- 5 Daily Credits
Pro
Recommended for professionals shipping continuously.
- 250 Monthly Credits
- 5 Daily Credits
Team
For teams collaborating across multiple projects.
- 1000 Monthly Credits
- 5 Team Members
- Unlimited Daily Credits
Need a custom solution? Contact us for enterprise pricing.
Contact Us →FAQ
Frequently Asked Questions
Everything you need to know about Kriyastream and Product Intelligence.
What is Kriyastream?
Kriyastream is a Product Intelligence platform where humans and AI agents understand, plan, execute, and improve products together. It connects product structure, project execution, and source code into one shared intelligence layer.
What is Product Intelligence?
Product Intelligence is the layer that connects what you intend to build (product), how you deliver it (projects), and what actually exists (code). It gives humans and AI agents a shared, structured understanding of a product so it can grow beyond the first prototype.
What is a Product Map?
A Product Map is a living structured map of your product — domains, jobs-to-be-done, user flows, capabilities, and features. It turns scattered product knowledge into shared context that both humans and AI agents can reason about.
What is product provenance?
In Code Intelligence, product provenance is the traceable link from Product Map features to repositories, pull requests, and commits. It helps you validate not only what you intended to build, but what implementation evidence actually exists.
How does Kriyastream help assess product maturity?
Kriyastream looks across your Product Map, implementation evidence in Code, and — when applicable — Project execution to help identify how well your product is understood, implemented, and evolving. These signals help surface gaps and areas that may deserve attention — they do not claim to measure objective product quality.
What is the difference between Product, Project, and Code Intelligence?
Product Intelligence captures what you're building as a Product Map. Project Intelligence turns that into structured execution plans. Code Intelligence validates product intent against repositories, pull requests, and commits — product-to-code validation with provenance, not just Git sync.
What is the Kriya AI Agent?
Kriya is an AI product coworker backed by a team of specialist agents. It can build your Product Map, generate work breakdowns and estimates, assign work to humans or AI agents, optimize plans, and brief coding agents, always proposing changes for you to approve first.
How do humans and AI agents collaborate in Kriyastream?
Humans and AI agents work from the same Product Map, project plans, and product context. Kriyastream proposes work, humans approve it, and both people and agents execute against a shared, structured source of truth.
Who is Kriyastream for?
Kriyastream is built for AI builders, solo founders, and product teams alike. You can start solo with a single AI-generated app and grow into a structured product organization as your team and product scale.
How is Kriyastream different from a project management tool?
Traditional tools manage tasks and projects. Kriyastream adds the Product Intelligence layer above execution — understanding the product itself, helping assess its maturity, and validating it against code — so work stays connected to product intent rather than living as disconnected task lists.
Contact Us
Questions about Product Intelligence, partnerships, or getting started? Send us a message.