ModelWatch.
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DEPENDENCY INTELLIGENCE FOR AI TEAMS

Know what changed
in your AI stack.

Your products depend on AI models. Those models change.
Know what affects you, who owns it, and what to do next.

Monitor my AI stack Explore the demo
Free to get started No provider API keys needed
YOUR AI STACKMonitoring
◎Provider change
Your product
Relevant impact
Action requiredEXAMPLE

Customer Support Bot

◎Model X Model X Next
Retires in 43 days
EnvironmentProduction
OwnerAW Anna Weber
Usage affected104M tokens / mo
MigrationNot started
View your impact
Official sources. Your dependencies. Only relevant changes.
ONE PLACE FOR YOUR AI DEPENDENCIES
◎OpenAI
AAnthropic
✦Google Gemini
Live OpenAI monitoring · Manual inventory for all three
FROM CHANGE TO CLARITY

A change is only useful
if you know what it affects.

ModelWatch connects official provider changes to the dependencies inside your products. Everything else stays quiet.

01

Map your AI dependencies

Add the models and APIs your projects use. Set the environment, criticality, owner and optional monthly usage.

02

Understand your actual impact

See which products are affected, the time remaining and a transparent priority score based on your business context.

03

Own the next step

Assign a migration, choose the official replacement and resolve the impact when your dependency has changed.

BUILT FOR TEAMS SHIPPING WITH AI

Less noise.
Fewer surprises.

Whether you maintain one product or a portfolio of AI applications, get a shared picture of your dependencies and a clear owner for every change.

  • Retirement deadlines before they become incidents
  • Cost estimates based on your actual token usage
  • Email alerts for changes that need your attention
  • Read-only GitHub discovery, confirmed by your team
Connect your first dependency
ALL CLEAR

Your stack is in good shape.

No verified provider changes currently require action.

8 dependencies monitoredChecked 18 minutes ago
ILLUSTRATIVE HEALTHY STATE
START SMALL. STAY AHEAD.

A clearer picture of your AI stack.

Start monitoring for free during early access. Paid subscriptions are planned; checkout is not enabled.

Free

€0/ month

For your first AI project.

Start for free
  • 3 dependencies planned
  • Manual dependency setup
  • Personal impact dashboard
Free during early access

Team

FOR AI TEAMS
€29/ month

For teams building with AI.

Join early access
  • 50 dependencies planned
  • Multiple projects and owners
  • Email alerts and cost impact
  • Migration tracking
Planned pricing · No payment required

Agency

€79/ month

For a growing AI portfolio.

Join early access
  • More projects and dependencies
  • Multiple workspace members
  • Read-only GitHub discovery
Planned pricing · No payment required
YOUR STACK. YOUR CONTEXT.

Your next AI change
shouldn’t be a surprise.

Monitor my AI stack