What I do
I help the firms that build construction AI in-house, and the vendors that sell it, turn pilots into products with a named owner, real users, one success metric, a defined autonomy stage and a rollout template.
Background
19 years in engineering and capital projects, from mechanical design to BIM and digital delivery leadership at ECG, EllisDon and Qiddiya, including owner-side evaluation and procurement of engineering and AI tools on a Saudi giga-project. I currently hold a fractional product and delivery leadership role at Ayvo, an enterprise AI company. Executive master's in Digital Twins (ENPC, UPM, BME), MIT IDSS data science and machine learning programme, MBA, CPEng.
Parts of this work are under confidentiality, so I do not share client data or internal project details.
- ECG
- EllisDon
- Qiddiya
- Ayvo (current)
How I work
I work in Arabic and English, remotely, with clients in the Gulf and internationally.
I take no vendor commissions. My current role at Ayvo is disclosed here, and any other vendor relationship is disclosed in writing before we start.