The Challenge
AI tool sprawl is an infrastructure problem.
Every team member builds their own AI context. Knowledge dies in individual sessions. Five different AI tools, five different configurations, zero shared governance.
The Cost
40%
of AI spend duplicated across teams
3.2h
per dev per week rebuilding context
0%
of AI interactions auditable
The Maiife Approach
Three layers. One control plane.
One dashboard for every AI vendor, policy, and dollar spent. Real-time health monitoring, budget controls, and kill switches — all from a single pane.
Monthly Spend
$12,847
+8.2%
Requests
1.2M
+12%
Active Vendors
5
Team Members
34
+3
OpenAI
Anthropic
Google
Cohere
Ollama
Engineering
$8,420
Research
$3,200
Product
$1,227
Active Policies
Model AccessSpend LimitRate LimitContent FilterData RoutingTime Access