# AI and automation diagnosis

[Original page](https://danilolapegna.com/en/services/diagnosi-ai-automazione)

Language: en.

Identify where AI can create value, where it cannot, and which test is worth running first.

## A good fit when

Founders and teams that want a decision before committing budget or months of engineering.

## The problem

You have ideas and requests for AI, but still need to decide which are worth pursuing and understand their costs and risks.

## What you are buying

A document ranking the opportunities, explaining constraints and risks, recommending a first test and setting criteria to stop or expand it.

## Price and timing

- €10,000 excl. VAT
- Fixed price
- 2 weeks
- Remote · 2 interviews + 1 decision session

## Included

- Guided review of the business situation
- Opportunity and risk map
- Priorities with a rationale
- First-test plan

## Required inputs

- Business objective
- Candidate processes or problems
- Data, people and budget constraints

## Process

- Frame the decision
- Inspect the processes
- Discard false opportunities
- Rank the tests

## Planned verification

- Assumptions separated from facts
- Risks with owners
- Explicit success and stop criteria

## Who does the work

- Fifteen years building software people rely on.
- 15+: years in software engineering
- Seed → IPO: product leadership through a public listing
- 3.2★ → 4.7★: App Store rating during the team's work at bunq
- SDA Bocconi: two sessions on applied and agentic AI
- These results describe my experience. For your project, we define goals and measures around your company’s process.

## Scope limits

- One business objective
- Up to 3 candidate processes
- Up to 4 stakeholders
- One priority map and one test specification

## Exclusions

- System implementation
- Provider licences or usage
- A business case based on unverified savings

## Essential terms

- 100% at start · proposal valid for 14 days
- Travel, licences and provider usage excluded
- One clarification call within 14 days of delivery
- Initial response within 2 business days

## Acceptance criteria

- Facts and assumptions separated
- Priorities justified with risks and owners
- First test with explicit success, stop and budget

## Related evidence and reading

- [Cortex](https://danilolapegna.com/lab/cortex-decisioni-piu-lucide): How I challenge a decision without adding noise.

The verification steps are engagement criteria, not outcomes already achieved for every client.

## Next step

- [AI and automation diagnosis](https://danilolapegna.com/en/services/diagnosi-ai-automazione)
- [All services compared, with the request link](https://danilolapegna.com/en/agents)
- Email: hello@danilolapegna.com
- [Terms](https://danilolapegna.com/terms)

B2B service. An enquiry creates no commitment: price and scope become binding only in an accepted written proposal. This document does not confirm availability or appointments.