Work with me

Two sprints. One free first step.

I help the firms that build construction AI in-house, and the vendors that sell it, turn pilots into products. Each engagement is three weeks, with a clear result at the end.

  1. 1

    Free map

    You send a list of tools or a pilot plan. I send back a keep, kill or productise map for three of them.

  2. 2

    A three week sprint

    Pick the sprint that fits: tools you build, or a product you sell.

  3. 3

    Optional follow on

    For firms: a fractional product lead retainer after the first sprint.

The two sprints

01 · Three weeks

Tool-to-Product Sprint

For contractors and engineering firms building AI tools in-house.

An inventory of your internal AI tools, a keep, kill or productise decision for each, and a product definition for the strongest one.

  • An inventory of your internal AI tools
  • A keep, kill or productise decision for each tool
  • A product definition for the strongest one
  • Optional: a fractional product lead retainer afterwards
Ask about this sprint

02 · Three weeks

Pilot-to-Rollout Sprint

For contech and AI vendors selling to owners, contractors and consultants.

Your pilot redesigned around the buyer’s decision, with success criteria agreed up front, a field adoption plan and a rollout template.

  • A pilot redesigned around the buyer’s decision
  • Success criteria agreed up front
  • A field adoption plan and a rollout template
  • A buyer-side review: how an owner or contractor will evaluate the product
Ask about this sprint

Before you write

Questions people ask first.

What do I get for free?

Send me your list of internal AI tools, or your pilot plan. I will send back a keep, kill or productise map for three of them, free.

Do I need to send confidential documents?

No. Describe your tools or pilot in general terms. If we work together, we agree how confidential material is shared.

Which sprint is for me?

The Tool-to-Product Sprint is for contractors and engineering firms building AI tools in-house. The Pilot-to-Rollout Sprint is for contech and AI vendors selling to owners, contractors and consultants.

How long does a sprint take?

Three weeks, with a clear result at the end.

Is there a contract?

The sprints and any retainer start only under a written agreement that sets out scope, price, timing and confidentiality. Nothing on this website is a binding offer.

Do you take commissions from vendors?

I take no vendor commissions. Any vendor relationship is disclosed in writing.

Which languages do you work in?

I reply in Arabic or English.

Independence

I take no vendor commissions. Any vendor relationship is disclosed in writing.

Start here

The free first step.

Send me your list of internal AI tools, or your pilot plan. I will send back a keep, kill or productise map for three of them, free.

Email [email protected]