Prodmap

Your AI Workforce
Is Ready

The knowledge platform that powers every AI agent — yours or ours.

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The right knowledge, at the right time.

ProdMap supplies every AI agent with the context it needs — and ships with built-in agents to get you started.

Make Yours Smarter

Already using Cursor, Claude Code, Devin, or Windsurf? ProdMap hooks into any agentic workflow via MCP — supplying your knowledge base, architecture decisions, and constraints so they build the right thing the first time.

MCP Context Feed — Live
ProdMap
Architecture
Requirements
Constraints
C
C
D
W
See How

Use Our Agents

ProdMap also ships with built-in agents that handle research, planning, prototyping, compliance, and more — all powered by your knowledge base so they always have the right context.

Agent Workforce — 4 active
just now
Research
Analyzing market trends
Planning
Generating architecture spec
Prototyping
Wireframes delivered
Compliance
Reviewing GDPR mapping
Execution
Waiting for specs
Docs
API docs generated
Meet the Agents

How It Works

ProdMap turns scattered organizational knowledge into structured context that any AI agent can use.

Step 01

Connect Your Knowledge

Upload documents, sync repositories, import policies. ProdMap structures everything into a queryable knowledge base that stays current as your product evolves.

Knowledge Base — Sources
architecture-decisions.md
14 ADRs extracted · 3 dependencies mapped
Synced
gitlab.com/acme/platform
238 files indexed · auto-sync enabled
Synced
SOC2-controls-v3.pdf
47 controls mapped · 12 gaps flagged
Indexing
Product Requirements (12 PRDs)
87 user stories · 34 acceptance criteria
Synced
4 sources connected · 386 items indexed+ Add Source
Step 02

Agents Get Context

Built-in agents and third-party tools query the knowledge base at runtime via MCP. Every agent — Cursor, Claude, Devin, or your own — gets the right context for the task at hand.

MCP Server — Live Queries
Live
C
Cursor→getArchitectureContext()
{ "service": "payment-api", "patterns": "event-sourcing", "constraints": ["no-direct-db", "async-events"] }
A
Claude Code→getComplianceRules()
{ "framework": "SOC2", "controls": 47, "gaps": 12 }
D
Devin→getRequirements()
streaming
fetching 87 stories...
3 agents connected·12ms avg latency·142 queries today
Step 03

Ship with Confidence

Every output is grounded in your architecture, constraints, and requirements. No hallucinations. No context gaps. No reinventing what your team already decided.

Agent Output — Validation Report
Payment Service — Implementation Plan
01Event-sourced transaction model with CQRS read projections
02Stripe webhook handler with idempotency keys + retry logic
03PCI DSS scope isolation via tokenization layer
04Async notification pipeline for payment state changes
Architecture aligned — matches event-sourcing ADR-007
Compliance verified — SOC2 CC6.1, CC6.6 controls satisfied
Fully grounded — all references traced to knowledge base
Context confidence98%

What goes into your knowledge base

Every type of institutional knowledge, structured for agents.

Explore Knowledge Base
Architecture
ADRs, tech stack, patterns
Requirements
PRDs, stories, acceptance criteria
Compliance
GDPR, SOC2, HIPAA, internal policies
Market Intel
Competitors, trends, positioning
APIs & Schemas
Endpoints, contracts, dependencies
Team Knowledge
Conventions, decisions, runbooks

Frequently Asked Questions

Everything you need to know about your AI workforce.

ProdMap is a knowledge platform that supplies every AI agent — yours or ours — with the right information at the right time. It connects to any agentic workflow via MCP, feeding your knowledge base, architecture decisions, requirements, and constraints into tools like Cursor, Claude Code, Devin, or Windsurf. It also ships with built-in agents that cover every stage of the SDLC, from research and planning to compliance and execution.
Yes — that's a core use case. ProdMap hooks into any existing agentic workflow via MCP, supplying structured knowledge to whatever tools your team already uses. Whether it's Cursor, Claude Code, Devin, Windsurf, or a custom pipeline, ProdMap gives them the full picture so they build the right thing the first time.
ProdMap ships with agents that cover key stages of the SDLC — research, planning, prototyping, compliance, execution, and documentation. Each agent is powered by your organization's knowledge base, so they always work with full context about your product, architecture, and constraints.
Absolutely. ProdMap is built with SOC2 compliance in mind. We offer data isolation, SSO integration, and private cloud deployment options for enterprise clients. Your proprietary data is never used to train public models without explicit consent.
Generic AI tools lack persistent context about your product, architecture, and constraints. ProdMap maintains a structured knowledge base of your entire project — requirements, decisions, dependencies, compliance rules — and supplies this context to every agent that needs it, whether built-in or external. The result is output grounded in your specific system, not generic suggestions.