Prouver
Savings Engine

Where AI is worth money in your company

The savings scan reads your assessment, your initiative registry and your tool spend. It returns a ranked savings map in hours and €. Every figure is computed from your own team size and hourly cost.

4–8

ranked opportunities per scan, biggest first

100%

of € figures computed from your inputs — none invented

1 click

from savings line to tracked initiative

How the scan works

You run one scan from your assessment results or the initiatives page. The first scan is AI-powered on every plan, including Free.

The scan grounds itself in what the platform already knows about you. Your assessment answers, your existing initiatives, your registered agents and your AI tool spend all feed it.

The AI proposes where hours are being lost. The platform prices those hours itself, using your headcount and hourly cost. Money is arithmetic, never model output.

Accepting a line creates a quantified initiative. When it reaches pilot, a linked metric starts tracking the hours actually saved — estimates become measured savings.

Guesswork vs. grounded figures

Without Fronterio

  • ROI slides built on industry averages nobody believes.
  • Opportunities listed by gut feel, not by value.
  • Licence spend nobody reconciles against usage.
  • Estimates that never meet a measured number.

With Fronterio

  • A savings map ranked by yearly € for your team.
  • Every figure priced from your own headcount and rate.
  • A licence-waste line computed from your real spend entries.
  • Each accepted line tracked from estimate to realised savings.

What's in the Savings Engine

Ranked savings map

Heat rows sorted by yearly value. Hours per person, people affected and the € range behind each opportunity.

Honest pricing

Unknown team size means the line shows hours and asks for the number. The platform never invents a figure.

Licence-waste line

Your spend entries are reconciled against tracked usage. Waste appears as a measured line, not an estimate.

Plan integration

Your Top 3 moves carry the scan's € where a move matches a line. The plan and the map tell one story.

Initiative flywheel

Accepted lines become quantified initiatives. Pilots get a linked hours metric automatically.

Your value model

One place holds your hourly cost and headcount. Defaults are labeled until you set your own — or let the ROI interview (Pro+) confirm them in a short conversation.

From scan to realised savings

1

Run the scan

One click from your assessment results. The first scan is AI-powered on every plan.

2

Review the map

Ranked rows show where the hours and € are. Expand a row for the assumption behind it.

3

Accept the best lines

Each accepted line becomes a quantified initiative in your registry.

4

Measure what lands

Pilots track hours actually saved against the estimate. The board pack reports the realised €.

The scan gave us a savings number we could defend in front of the CFO — every assumption on the table, priced with our own rate.

Included from the Free plan

The first AI scan runs on every plan. Re-runs use the template library on Free and AI on Pro and above.

1 AI scan + template re-runsUnlimited AI scans + the ROI interviewEverything in Pro at Business scaleEverything in Business + estate-wide spend sources

Find out what AI is worth in your company

Start free. The first scan runs on every plan.

AI Savings Scan & Savings Map | Fronterio | Fronterio