AI is happening.
Control the risk.
Capture the advantage.
Novendor discovers how AI is being used across your business, turns scattered activity into governed workflows, and scales what works — safely — across your organization.
SEE
Uncover AI usage across teams and tools.
GOVERN
Apply controls, data rules, and human oversight.
STANDARDIZE
Turn proven patterns into approved workflows.
SCALE
Reuse what works. Measure impact. Drive value.
UNSEEN. UNGOVERNED.
AI sprawl creates risk.
VISIBLE. GOVERNED.
AI becomes an advantage.

OPERATIONS
Claude chats & file uploads
FINANCE
Analysis & report drafts
SALES
Proposals & customer responses
LEGAL
Contract & document reviews
FIELD TEAMS
Reports & site updates
APPROVED WORKFLOWS
Owned. Versioned. Reusable.
DATA CONTROLS
Sources verified. Access enforced.
HUMAN OVERSIGHT
Review, approve, and audit.
AUDIT TRAIL
Every action. Every time.
MEASURABLE IMPACT
Time saved. Risk reduced. Value created.
FROM AI ACTIVITY TO BUSINESS ASSETS
01
DISCOVER
Find AI usage across people, teams, and tools.
→
02
INVENTORY
Capture workflows, prompts, data sources, and outputs.
→
03
CLASSIFY
Assess risk, data sensitivity, and business impact.
→
04
GOVERN
Apply controls, approvals, and operating rules.
→
05
STANDARDIZE
Create approved workflows and shared templates.
→
06
SCALE & IMPROVE
Drive adoption, measure outcomes, and continuously optimize.
THE RISK OF UNGOVERNED AI
Without visibility and control, AI sprawl creates operational, financial, and reputational risk.
DATA EXPOSURE
Sensitive data shared without knowing.
DECISION RISK
Answers used without review or context.
DUPLICATION
Teams repeat work and reinvent solutions.
NO AUDIT TRAIL
No record of what happened or why.
MISSED VALUE
Good patterns never shared or scaled.