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Know exactly where
your AI is working.

Hostile Jellyfish tracks AI performance across every team — engineering, sales, ops, support — and scores the ROI of each investment. No more guessing what's delivering value.

97
AI Health Score
12
Agents tracked
6
Disciplines measured
AI Health Score +8 pts this week
97
Engineering
94
Sales
89
Operations
76
Support
91
Marketing
58
How it works

From raw AI signals to clear decisions

01

Connect your AI stack

Integrate OpenAI, Anthropic, Microsoft, Salesforce, and your custom agents via API. Data flows in automatically, no manual exports.

02

Score every discipline

Hostile Jellyfish computes a Health Score per team — usage, cost per action, task completion, and outcome metrics rolled into one number.

03

See where to act

A live dashboard shows which teams are getting ROI and which are bleeding spend. Build the case for more AI — or know where to pull back.

Engineering

94 / 100

Code review agents + Claude integration driving highest ROI in the org.

Sales

89 / 100

AI-assisted CRM updates and call prep agents, strong adoption across team.

Operations

76 / 100

AI workflow automation mid-adoption. Cost per task down 34% since Q1.

Support

91 / 100

Ticket deflection at 40%. AI handles first contact for 7 of 10 inquiries.

Marketing

58 / 100

Low adoption, high cost-per-output. Needs attention before next quarter.

See your full org breakdown

Connect your first AI tool in under 5 minutes

AI is generating more data than ever.
Now you can actually use it.

Hostile Jellyfish turns AI activity logs into executive-ready intelligence. Know where your AI investments are working, defend the ones that are, and fix the ones that aren't — before the next budget cycle.