Architecture Governance, Powered by AI
Turn scattered standards into approved directives — the atomic unit of architecture governance — and let AI review every project against them.
All public-facing services must implement circuit breakers with fallback responses
DIR-0042
Governance impact
12
Projects reviewed
9
Compliant
3
Findings open
Latest findings
Compliance rate
75%
Architecture Governance Is Broken
Traditional approaches can't keep pace with modern delivery. It's time for a better way.
Everything You Need for Architecture Governance
A unified platform that replaces scattered tools and manual processes.
AI-Powered Reviews
Submit a project and get a comprehensive architecture review in minutes, not weeks. AI evaluates every project against your approved directives.
Knowledge Base
The raw material for directives. Centralize standards, policies, and whitepapers so AI can extract candidate directives your architects approve.
Gate-Model Sessions
Structured review gates with configurable checkpoints, reviewers, and approval workflows.
Findings Tracker
Track every finding from draft to resolution. Assign owners, set deadlines, and monitor compliance progress.
Workspaces
Isolated workspaces per team or business unit with role-based access. Enterprise plans add SSO and per-workspace branding.
Dashboard & Analytics
Real-time compliance dashboards, trend analysis, and exportable reports for leadership and auditors.
Directives: the atomic unit of architecture governance
Docs can't be enforced. Directives can. cajeX exists to turn unstructured knowledge into approved directives, and to make every governance module operate on them.
Input
Unstructured knowledge
High-volume, noisy, not enforceable
Core asset
Directives
Atomic, structured, approved rules. The unit of architecture governance — what AI enforces, what auditors see, what architects are held to.
Consuming modules
Architecture governance modules
Every module produces, applies, or audits directives
Your knowledge base is the raw material — standards, policies, whitepapers, Confluence pages. Valuable, but unstructured and impossible to enforce at review time.
Directives are the distilled, structured artifact: atomic, approved rules that AI applies at review time and that every architecture governance module — sessions, findings, dashboards, reports — consumes to drive real governance work.
From Knowledge to Governance in Four Steps
Ingest knowledge, curate directives, review projects, and govern with a full audit trail.
Ingest Knowledge
Import standards, policies, and whitepapers into the knowledge base — the raw material for governance.
Curate Directives
AI extracts candidate directives from your docs. Architects review and approve them. This is the heart of the platform.
Review Projects with AI
Projects are evaluated against approved directives, producing findings mapped to specific directive IDs.
Govern & Audit
Architecture governance modules — sessions, findings, reports, dashboards — operate on directives to drive day-to-day governance.
Your AI Architecture Co-Worker
Powered by Claude (Anthropic) — purpose-built for architecture governance.
- Evaluates projects against all approved architecture directives
- Generates actionable findings with severity levels and steps to fix it
- Creates draft directives from your existing knowledge base content
- Generates structured findings mapped to specific directive IDs
- Full audit trail of every AI interaction and recommendation
INPUT
OUTPUT
Why Teams Switch to cajeX
See how we compare to traditional enterprise architecture tools.
| Capability | cajeX | Traditional EA Tools |
|---|---|---|
| AI Review Pipeline | Structured, submission-based AI reviews | General-purpose AI assistants only |
| Gate-Model Governance | Configurable multi-stage gate workflows | Basic approval or no workflow |
| Workspaces | Isolated workspaces with SSO & branding | Single-tenant or limited isolation |
| Self-Hosted Option | Bring-Your-Own-Cloud via Docker + S3-compatible storage — run it in AWS, Azure, GCP, or on-prem | Cloud-only or expensive on-prem |
| Open Diagramming | Open formats, no vendor lock-in | Proprietary editors |
| Industry Templates | Vertical-specific (financial services, healthcare, pharma, retail, and more) | Generic EA frameworks only |
AI Review Pipeline
cajeX
Traditional EA Tools
Gate-Model Governance
cajeX
Traditional EA Tools
Workspaces
cajeX
Traditional EA Tools
Self-Hosted Option
cajeX
Traditional EA Tools
Open Diagramming
cajeX
Traditional EA Tools
Industry Templates
cajeX
Traditional EA Tools
Comparison reflects common limitations of traditional enterprise architecture platforms as of April 2026. Individual tools vary. AI Review Pipeline refers to a structured, submission-based AI review of architecture decisions — not general-purpose AI assistants or chatbots.
Get the Full Comparison Report
A detailed breakdown of how cajeX compares to traditional EA platforms — capabilities, deployment, pricing, and more.
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