Prove
The Prove room

Show the value. Then let it steer the loop.

Prove is where adoption becomes evidence: usage tracked across your AI tools, business impact against baselines, and a platform memory that turns what it sees into your next best action.

Metrics & ROI

Prove that AI is actually working

Track which teams use their AI licences, measure business impact before and after, and generate the ROI reports your leadership needs.

From Pro

Copilot & Gemini Tracker

Connect to Microsoft 365 and Google Workspace. See adoption by department, identify licence waste, and track usage trends over time.

Business Impact

Track before-and-after metrics for every AI deployment. Mark deployment events on a timeline and measure what changed.

ROI Calculator

Input your costs and measured outcomes. Get a clear ROI figure you can present to leadership with confidence.

Adoption and impact on one screen

Adoption Metrics

Active Users

234 / 500

+12%

Licence Use

68%

32% waste

ROI Impact

€142K

saved YTD

Copilot
Gemini
JanFebMarAprMayJun
Engineering
87%
Marketing
72%
Sales
65%
Finance
41%

Sample data · explore live →

Adoption Tracker

Know exactly who's using Copilot, Gemini, and Claude, and who isn't

You spent six figures on AI licences. The vendors give you a usage CSV once a quarter. Fronterio gives you per-employee, per-app adoption deltas every morning, surfaces your top 5 power users so you can scale what's working, flags departments where licences are sitting unused, and ties it all back to ROI.

From Pro

Microsoft Copilot connector

Daily Graph delegated API sync covers Word, Excel, PowerPoint, Outlook, Teams. Per-user adoption, per-app activity, per-tenant rollup.

Google Gemini connector

Workspace usage data via Google Cloud OAuth. Per-domain, per-user activity for Gmail, Docs, Sheets, Slides, Meet.

Anthropic Claude connector

Admin API key auth (no OAuth wait). Per-seat Claude usage rolled up across Projects + the Console for organisations on the Team plan.

Pro • Business • Enterprise

An AI that remembers your organisation.

Every assessment, agent, policy, use case, decision, and experiment across your Fronterio tenant feeds a nightly consolidation brain. It distils durable learned facts (preferences, patterns, risks, aspirations) and recommends the next move, quietly, every day.

From Pro

Learned facts per organisation

Preferences, patterns, relationships, constraints, commitments, risk signals, aspirations, capability gaps, blockers, momentum, cohort insights: twelve canonical fact types.

Rule-pass + AI consolidation

Deterministic detectors for every org; Pro+ adds nightly AI pass with signal-threshold gating and Zod-validated output.

Template-driven recommendations

Declarative templates map fact types to recommendations with plan-tier priority boosts, CTA links, auto-dismissal when the underlying fact clears.

A platform that remembers and recommends

What your AI brain noticed

3 new insights since Monday

Based on 27 signals consolidated overnight

Assessment score regression detected

Governance and adoption dropped 15 + 11 pts vs. prior cycle.

High

Close your policy coverage gap

Missing: acceptable_use, incident_response, data_retention.

Medium

Governance momentum is strong

4 policies published in the last 28 days. Keep the streak going.

Medium

Sample data · explore live →

Measurement that grows with you

Metrics and tracking from Pro. Predictive intelligence from Business.

FreeProBusinessEnterprise

Make the value visible

Connect your AI tools and watch adoption, impact and ROI build week by week.

Prove: adoption metrics, ROI and living insight | Fronterio | Fronterio