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Feature

Usage Dashboard

Who's using AI. What it costs. Where the rules kick in.

TL;DR

  • —Adoption, cost, and safety data in one screen. Eliminate the need to cross-reference cloud billing portals with separate security tools and identity management dashboards..
  • —Break it down by team, department, or individual. Drill down from a macro-level organizational overview to the specific daily habits of a single team member..
  • —See trends over weeks and months. Track whether AI adoption is steadily growing organically or if it plateaued after the initial novelty wore off..
  • —Designed for governed enterprise AI usage.
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How It Works

The dashboard shows three things. Adoption: which teams are active and how much they're using AI. Cost: what's being spent and by whom. Safety: how many times masking or rules fired and where. It updates in real time. You can break it down by team, by person, or by time period. Share views with leadership without building a slide deck.

Data without visualization is just noise. The Remova Usage Dashboard translates millions of raw API calls and log events into actionable business intelligence. Leaders need to know whether their massive investment in generative AI is actually driving adoption, or if it's just a handful of power users racking up the entire bill.

By unifying financial data (FinOps) with security data (SecOps) on a single pane of glass, executives gain unprecedented visibility. You can instantly see correlations—like the fact that the engineering team spends the most money, but the marketing team triggers the most DLP warnings. This holistic view enables targeted interventions: adjusting budgets, providing specific compliance training, or identifying departments that need help finding the right use cases for AI.

Key Benefits

  • Adoption, cost, and safety data in one screen. Eliminate the need to cross-reference cloud billing portals with separate security tools and identity management dashboards.
  • Break it down by team, department, or individual. Drill down from a macro-level organizational overview to the specific daily habits of a single team member.
  • See trends over weeks and months. Track whether AI adoption is steadily growing organically or if it plateaued after the initial novelty wore off.
  • Real-time numbers, not a report from three weeks ago. Make critical operational decisions based on what is happening right now, preventing minor issues from escalating into major overages.
  • Share views directly with leadership. Generate secure, read-only links to specific dashboard views so the C-suite can track KPIs without needing administrative access.

Free Assessment

How Exposed Is Your Company?

Most companies already have employees using AI. The question is whether that's happening safely. Take 2 minutes to find out.

You get

A short report showing where your biggest AI risks are right now.

Use Cases

Reporting to the C-suite on AI adoption and spend each month. Effortlessly export beautiful charts that clearly demonstrate the ROI of the organization's AI initiatives.

Finding out which teams are getting real value vs. barely touching it. Identify departments with low adoption rates and proactively offer them training and pre-built workflows to boost their productivity.

Spotting unusual patterns that might need attention. Quickly notice if a single user's token consumption spikes 500% in one day, which could indicate a compromised account or a runaway automated script.

Using actual data to plan the next quarter's AI budget. Replace guesswork with concrete, historical consumption data when negotiating cloud commitments or internal departmental allocations.

Rollout Checklist

  • Define policy scope and ownership for usage dashboard.
  • Pilot usage dashboard with one department and measure adoption quality.
  • Set alert thresholds for governance events and escalation workflows.
  • Review outcomes monthly and tune controls based on operational feedback.

Metrics to Track

  • Control adoption rate by team
  • Policy or safety event volume trend
  • Exception turnaround time
  • Cost impact before vs after rollout

Free Resource

Get a Draft AI Policy in 5 Minutes

Answer 6 questions about your company. Get a real AI usage policy you can hand to legal this week.

You get

A ready-to-review AI policy document customized to your company.

Knowledge Hub

Usage Dashboard FAQs

The dashboards are powered by a real-time streaming architecture, meaning adoption numbers, costs, and safety alerts are typically updated within seconds of the event occurring.
Yes, you can configure the dashboard so that department heads only see the telemetry relevant to their specific team, while global admins see the entire enterprise.
It tracks both. You can see total API requests, but more importantly, you can view the exact breakdown of input tokens versus output tokens, which is how most frontier models are priced.
Yes, the dashboard includes a custom report builder that allows you to plot any tracked metric (cost, tokens, users, blocked prompts) across any timeframe.

AI FOR COMPANIES

Deploy usage dashboard and related controls with Remova's enterprise AI governance platform.

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