Beta — Early Testing

EffectiveAIModeration

Know exactly which AI tools your team uses, how much, and whether it's actually productive — so you only pay for tools people really use.

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The Problem

Companies pay for AI tools without knowing if they work

AI tool subscriptions — Copilot, Claude, ChatGPT, Cursor, and dozens more — are expensive. But most companies have no visibility into who actually uses them, how much, or whether it leads to any real productivity. You're flying blind.

The result: you're either overpaying for seats nobody uses, or you're missing out on productivity because the right people aren't equipped. EffectiveAIModeration fixes this.

What It Does

Continuous, privacy-first AI usage monitoring

A lightweight background app runs on each machine. A small local AI model analyzes what's happening on screen — completely on-device — and evaluates AI tool usage patterns throughout the workday. Only aggregated metrics leave the machine.

Any Tool, Any Interface

Detects AI usage whether it happens in a browser, IDE, terminal, desktop app, or any other form — no integrations required.

Usage Intelligence

Tracks how much each person uses AI tools, how effectively, which specific tools they reach for, and whether it's for actual work.

Cloud Dashboard

Aggregated insights are sent to a central dashboard — giving you a clear, team-wide view of AI adoption and effectiveness.

On-Device Privacy

All screen analysis runs locally using a small on-device model. No raw screen data ever leaves the machine. Only aggregated metrics are shared.

Currently in early testing. The system is being validated and refined before any wider rollout. At this stage, it runs on macOS and reports back to a local dashboard. If you're interested in being part of the next phase, get in touch.

Interested?

We're not taking on clients for this yet — but if it sounds relevant to what you're building or managing, reach out.

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