Purpose: Why aiTurnstile

The Challenge
You can’t manage what you can’t measure — especially with AI agents and applications.
AI agents are being embedded everywhere — copilots, chatbots, internal assistants, and custom AI-powered tools — but most organizations have no real-time visibility into how they’re being used or what they cost:
Which teams and users are engaging most often?
What kinds of prompts or queries are being sent to the models?
How do we prevent runaway consumption or unexpected API costs?
Traditional analytics tools can’t see what happens inside the AI layer or API gateway. aiTurnstile gives you that visibility.

Why it matters
Real-time data means real control. Most analytics and governance tools deliver reports after the fact.
aiTurnstile operates in real time, so you can:
Detect overuse or anomalies instantly.
Enforce cost or usage limits automatically.
See engagement and adoption trends as they happen.
Feed actionable insights into your compliance or billing workflows.
aiTurnstile turns invisible AI activity into measurable, actionable data — the foundation of responsible AI operations.

Who it's for
Built for organizations scaling AI responsibly.
Ideal for:
CIO/CxO: Govern AI usage and control cost across business units.
Chief Data or Privacy Officer: Ensure compliant, auditable data capture.
Head of Innovation: Measure adoption and ROI of AI initiatives.
IT & AI Operations: Monitor activity and enforce limits automatically..

Usage Counter with Alerts
Tracks every request in real time and notifies you when your AI Agents approach or exceed thresholds.

Rate Limiter
Enforces per-session, per-day, per Agent, or per-tenant caps in-line with API calls to prevent overruns. Prevents over-consumption with sub-millisecond enforcement.

Engagement Analytics
Captures prompts, timestamps, and end-user metadata for aggregated analysis, and automatically classifies prompts with AI-driven theme analysis, revealing what users ask most often.