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AI Transformation SaaS

Status: Planning
Started: 2026-02-05
Owner: Zidan

Vision

A multi-tenant SaaS/IaaS platform that enables companies to deploy AI-powered multi-agent systems for their teams. Companies onboard through a control plane, get their own isolated environment with multiple agents, and configure via admin dashboard.

Key Differentiators

  1. True Isolation — Companies are fully isolated at infra level (container per company)
  2. Zero-Trust Agent Communication — Agents can't see each other's files; messaging via explicit allowlists
  3. Verified Skill Marketplace — Curated, security-reviewed skills that company admins can install
  4. Layered Architecture — Core tools → Role skills → Individual agent configs

Directory Structure

ai-transformation/
├── README.md
├── roadmap/
│   └── architecture.md      # Isolation & communication model (DECIDED)
├── coding/
│   └── (technical specs - TBD)
├── docs/
│   └── multi-agent-plan.md  # Original detailed technical plan
├── marketing/
│   └── (positioning, pitch decks - TBD)
└── assets/

Related Internal Projects

  • projects/breadfast-toolbox/ — Layer 1 pilot implementation (shared tools)
  • projects/breadfast-pm/ — Layer 2 pilot implementation (PM role skills)
  • Nadia agent — First production multi-agent deployment

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