Risk and compliance
What the EU AI Act Asks of You Once Your AI Register Is Ready
An AI register shows what you have. The EU AI Act deployer obligations are about how you run it: oversight, logs, monitoring, impact assessments and informing people.
AI portfolio management
Decide which AI investments deserve your budget.
MetroMinds brings every AI idea into one portfolio, compares value with feasibility and readiness, and gives each business case benchmark ranges based on real-world implementations.
- Value, feasibility and risk scored on the same scale for every idea
- Business cases with low, mid and high ranges, counted once
- Readiness and workforce impact next to every funding decision
- An AI register for every system, aligned with the EU AI Act
4,980AI use cases with benchmark ranges
13industries and 12 AI domains
14,940benchmark metrics
Use Case LibraryUse caseDemo environmentDocument Intelligence · Perception
How a Customer Operations Manager Establishes Loss Facts at First Notice
Insurance (P&C and Life)Scale now
DescriptionBenchmark metricsWorkforceProfiles & Readiness
The work today
A first notice of loss reaches the claims desk, and the Customer Operations Manager opens the claims evidence bundle that must be read before the file moves. In Insurance the bundle arrives from several hands at once, for example a repairer estimate, a police report, photographs from the policyholder, and administrator forms.
Benchmark metrics
| Metric | Low | Mid | High |
|---|---|---|---|
| Review time reduction | 25% | 35% | 45% |
| Error rework reduction | 15% | 22.5% | 30% |
| Straight through processing increase | 10% | 17.5% | 25% |
Workforce impact
Customer Operations Manager spends less time opening the claims evidence bundle, locating fields, checking tables, and retyping values. Manual sorting also declines because document classification happens before the review queue.
Scores
4Business value4Feasibility4Risk
Business capability
L1Operations and DeliveryL2Service FulfillmentL3Case and Exception Handling
See what AI is doing in your sector.
Pick a sector and see three use cases from the MetroMinds Library, with the benchmark range for each.
Each card shows the same evidence a portfolio manager sees in MetroMinds:
- Scores for value, feasibility and risk, from 1 to 5
- A benchmark range based on real-world implementations
- The AI domain and the business capability it changes
Open a card to read what happens today, what the AI does and how the work of the people involved changes.
What 4,980 AI use cases tell us.
From AI idea to funding decision.
How ready are you for your own AI ambition?
Answer one executive dilemma and see where you stand. The full Snapshot has six dilemmas.
You see your score per domain straight away, and the domain that needs most attention. Want to go further? The full readiness scan has forty dilemmas, answered by several colleagues, so you also see where views differ.
Take the full SnapshotOne dilemma for each readiness domain, each about a real situation rather than a yes or no question:
- 1Governance
- Strategic Alignment
- 2Process
- Business Process Standardisation
- 3Data
- Data Governance
- 4Technology
- Enterprise Integration
- 5Engineering
- AI Solution Architecture
- 6Ecosystem
- AI Operating Model
Read what matters for your role.
CIO
Why EU AI Act Compliance Starts With Finding Your AI
You cannot classify or govern AI you have not found. One in fifteen Library use cases touches a high-risk area, and most of them sit outside HR and IT.
CHRO
Who Is Accountable When AI Prepares the Decision and a Person Signs It?
In 96 percent of AI use cases the AI prepares and a person decides. That makes the human in the loop a role that HR has to design, staff and support.
See your own AI portfolio in MetroMinds.
A 30-minute demo with your sector, your roles and your use cases.