900+
hours recovered across deployments
PATENT-PENDING · INDIAN PATENT OFFICE 2026
The Governance FrameworkBuilt for the AI-Augmented Enterprise
AEVA was developed from first-hand observation of AI failure modes in live enterprise PMOs — Shadow AI proliferation, agentic workflow risk, and the alignment breakdown that happens when AI tools outpace policy.
5
departments governed in first deployment
THE PROBLEM
Enterprises are adopting AI faster than their governance can keep up
⚠️
Shadow AI Proliferation
Employees adopt AI tools outside sanctioned channels. No visibility, no risk assessment, no audit trail. It spreads before anyone has named it.
🔀
Agentic Workflow Risk
AI agents make decisions autonomously across systems. Without a governance layer, no one knows what decisions were made, by whom, or why.
📉
Policy-Delivery Gap
AI policies exist on paper. Delivery teams ignore them under pressure. The gap between what is written and what is practiced grows with every sprint.
AEVA was built to close all three gaps — simultaneously.
THE FRAMEWORK
Four dimensions. One governance system.
A
Agile Governance Layer
Embeds governance into existing agile ceremonies without slowing delivery.
E
Enterprise AI Visibility
Maps every AI tool in use — sanctioned and unsanctioned — across the organisation.
V
Velocity Preservation
Governance designed to add structure without adding friction.
A
Alignment Architecture
Connects AI tool usage to strategy, risk appetite, and regulatory requirements.
DEPLOYMENT EVIDENCE
AEVA in the real world
MANUFACTURING
Yamaha Motor Solutions India
Shadow AI proliferation detected across 5 departments before any policy existed.
Result: 400+ hours recovered. AI tool usage governed. Risk register implemented.
Enterprise AI Visibility · Agile Governance Layer
AVIATION
Etihad Airways + Dubai Airports
Agentic delivery workflows across a 200+ person programme with no governance alignment.
Result: 500+ hours recovered. Cross-functional alignment achieved.
Alignment Architecture · Velocity Preservation
Is your organisation ready for what happens when AI scales faster than governance?
AEVA has been deployed at enterprise scale across manufacturing and aviation. If you are building or hiring for an AI governance function, I would like to hear from you.
Agam Agrawwal · Founder, ChisokuLab · Creator of AEVA Framework