AVCGA Framework Introduction
- James W.
- 3 days ago
- 1 min read

LinkedIn Post 07: AVCGA Framework Introduction
You're managing AI vendor relationships without a governance framework.
Your HVAC vendor pushes updates without consent. Your lighting vendor locks you into proprietary data formats. Your energy vendor won't disclose how their model works. Multi-vendor interactions are unmeasurable. Algorithmic failures have no liability.
You need a governance system.
Introducing AVCGA: AI Vendor-Client Governance Architecture
Five modules addressing the governance gaps that create vendor lock-in:
1. AVCGA-CHANGE: Model update consent & approval
2. AVCGA-PORT: Data ownership & portability
3. AVCGA-ATTRIBUTE: Multi-vendor attribution
4. AVCGA-LIABILITY: Algorithmic failure liability
5. AVCGA-AUDIT: Transparency & audit rights
AVCGA isn't theoretical. It's practical governance language you can put in contracts today.
Start with AVCGA-CHANGE and AVCGA-AUDIT. Both require only contract amendments. No IT investment. Immediate governance improvement.
Your building's AI shouldn't be a black box owned by your vendor.
Governance puts you back in control.

Comments