AI Architect

AI-Powered Documentation

Transform artifacts into developer-ready documentation

Your intelligent documentation assistant

AI Architect is a desktop application that transforms scattered project artifacts—wireframes, user stories, meeting notes, and technical specs—into comprehensive, production-ready Product Requirements Documents and Implementation Specifications.

Built by Certified Scrum Trainer Rod Claar using Test-First AI Development methodology, AI Architect removes documentation bottlenecks while preserving the rigor, clarity, and traceability serious delivery teams require.

Get Started Today See How It Works

What AI Architect delivers

Consolidates scattered artifacts into one documentation workflow
Generates PRDs and implementation specifications automatically
Maintains requirement traceability and validation visibility
Supports local models, offline workflows, and transparent AI operations

The problem it solves

Software projects generate artifacts across many tools. When it is time to create formal documentation, teams often lose time consolidating inputs, resolving contradictions, and hunting for missing requirements.

❌

Manual Consolidation

Scattered information across tickets, notes, and files
Hours spent copying and organizing content

🔍

Missing Requirements

Critical details buried in conversations
Incomplete specs handed to development

🔗

Lost Traceability

Weak links between source artifacts and requirements
Harder reviews, audits, and change tracking

Core features

📥

Smart Artifact Import

Import single files, folders, or curated sets
Automatic type detection and flexible pattern matching
Support for Markdown, JSON, YAML, TXT, PDF, and more

✅

Validation

Detect gaps, contradictions, and duplicates
Classify findings by severity
Produce clear validation reports

📄

Dual-Mode Generation

Fast template-based generation for consistency
LLM-based generation for complex synthesis
Strong fit for both standard and novel projects

🎛️

AI Configuration Control

Use OpenAI-compatible endpoints
Works with LM Studio, Ollama, or cloud APIs
Control model, tokens, temperature, and timeout

How it works

Create Project

Set up a documentation workspace with project metadata and source paths.

Import Artifacts

Scan and preview files, then ingest the artifacts that matter.

Analyze

Extract requirements, categorize them, and link them back to source material.

Generate

Create PRDs and implementation specifications ready for development use.

Who it helps

Scrum Teams

Generate PRDs from user stories and acceptance criteria while preserving traceability.

Technical Leads

Turn design notes, architecture decisions, and meeting outcomes into implementation-ready specs.

Consultants

Manage documentation for multiple clients and tailor outputs with custom instructions.

Get AI Architect

Ready to transform your project documentation workflow?