AI readiness assessment

Is your workflow ready for AI?

Work directly with me to assess one workflow before committing to an AI pilot or rollout.

Examine the data, process, ownership, integration and economics. You receive a decision memo identifying the gaps, what to resolve first and what a useful pilot must prove.

Request a 25-minute introductory call Read a sample memo →

Share a short outline of your decision. We’ll establish fit; the paid review’s scope, fee and timetable are agreed separately.

Work directly with Mihai Nadăș

Technology leadership.
Operating judgment.
Hands-on AI research.

Judgment in practice

Test usefulness before committing to integrations.

An anonymised contribution account.

I proposed testing usefulness with existing operational reports before committing to automated integration. The team agreed the starting approach and requested representative data. Delivery, adoption and financial benefit remained to be demonstrated.

Read the reporting case →Operating responsibility case →Professional record →

Assess the work before choosing the tool

What is ready?
What needs to change?

We examine one defined workflow: the quality and lawful availability of its data, who owns the result, how people handle exceptions, and where integration or review could absorb the apparent savings.

The assessment sets out readiness gaps and a practical sequence: resolve a dependency, run a bounded test, use an existing product or defer investment. It is a scoped advisory review, not an automated score or certification.

What you take away

A recommendation to examine.
A next step to test.

01 / THE DECISION

A decision memo

The workflow’s readiness gaps, a recommendation and the evidence supporting it, tied to your proposed pilot or rollout.

02 / THE UNCERTAINTY

Assumptions & risks

Data, process, ownership, integration and cost assumptions; the dependencies to resolve before committing further.

03 / THE NEXT COMMITMENT

An investment gate

A bounded next test, its baseline and acceptance criteria, and the conditions for continuing, changing direction or stopping.

Discuss your AI decision Start with a 25-minute introductory call.

AI Value and Execution Review

One question.
A defined commitment.

This readiness assessment is a scoped paid review of one workflow and its proposed AI use. A useful starting point is a named decision owner and access to the people and evidence needed to examine the options.

Establish fitShare a short outline. We agree a time to discuss it.
Agree the scopeQuestion, evidence, stakeholders, fee and timetable in writing.
Examine the decisionWork through the alternatives and agree what the next investment should prove.

Fees, timing and availability

The fee and timetable depend on the agreed question and evidence. We confirm them before work begins. Availability, current responsibilities and relevant conflicts are checked before accepting work.

Advice and any later implementation

I am a founding partner of N13 Ventures, which backs KlusAI. Relevant interests are disclosed before supplier recommendations. Alternatives remain part of the review, and any delivery proposal needs a separate scope and agreement. Read the relationship disclosure.

Based in Cluj-Napoca, Romania. Conversations in English or Romanian; remote meeting times agreed together. This is a personal enquiry route, not an offer on behalf of my employers.

The first conversation

Discuss your readiness assessment.

A short, non-confidential outline is enough. I will reply to establish fit and agree a time for a 25-minute introductory call.

Your name

Work email

Company What decision are you facing?

Which workflow are you considering for AI, who owns it, and when do you need to decide? Please leave out confidential information.

Your role (optional)

When does the decision need to be made? (optional)

Your details are used to respond to this enquiry and arrange a conversation. They are saved privately with Cloudflare and synced to Google. No mailing-list signup. Privacy

No appointment is reserved by submitting this form. We agree a time by reply.

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Looking for a continuing board or advisory contribution? Explore the separate remit →