Model
AI predictive models built on traffic, population, spending and competition layers rank every candidate site.
Fuel station network development strategist · Saudi Arabia
Building the fuel and mobility networks of the Kingdom. Board-level strategy, AI-powered site intelligence and deals that get signed.
02 · Where demand meets the forecourt
Fuel, convenience retail and EV charging on one plot, fed by the traffic that passes it. I have built pipelines from a standing start: 600+ stations at Circle K, 50 with city master plans at Shell Aljomaih, and the 2030 network strategy at Petromin.
The map shows real roads; station points and traffic are illustrative.
03 · Flagship capability
At Petromin I developed and implemented an AI-based Automated Planning Tool. That approach now sits at the core of every engagement: 3D maps, traffic flow analysis, population and demographic analysis, and consumer buying power read from aggregated, anonymised bank-card spending data. AI models fuse the layers to predict traffic flow and site potential.
AI Site Score: every layer combined into one comparable score per location.
Illustrative Columns rising over the map are demo data, not client data.
04 · The dual approach
AI predictive models built on traffic, population, spending and competition layers rank every candidate site.
Digital-twin style simulations of road traffic and forecourt flow: access, queuing, pump and parking capacity.
Site visits, live traffic counts, peak-hour observation and competitor checks by people on the ground.
Field evidence is fed back to test and refine the model before a recommendation reaches the board.
05 · From plot to signed deal
High-value negotiation with oil marketing companies, landowners and partners. At Shell Aljomaih: 18 Shell Service Centers negotiated and signed, above an FY23 target of 15, within SAR 8.9M CAPEX. At Circle K: an M&A pipeline with 1 of 7 target acquisitions signed.
06 · Track record
Circle K · KSA · 2024 to present
Shell Aljomaih · KSA · 2022 to 2023
Petromin · KSA · 2021 to 2022
Total Parco · Pakistan · 2017 to 2022



07 · Services
For station owners, investors, oil marketing companies, landowners and developers.
Trade-area, demographic, competitor, traffic and accessibility analysis to find sites worth building.
Business cases and models that boards and investors can act on, plus post-investment reviews.
New-to-industry builds, revamps and rebranding, coordinating real estate, government relations and delivery partners.
Building and screening acquisition pipelines and steering transactions to signature.
Non-fuel retail leasing, category strategy and tenant mix to raise forecourt revenue and occupancy.
Positioning charging within fuel and mobility networks, from site suitability to rollout.
Budget optimisation for new, retrofit and compact sites without compromising performance.
High-value negotiation and contract management with OMCs, landowners and partners.
What you receive
Illustrative Examples of format, not client data.
Traffic, competition, demographics and NFR potential scored and explained.
City-by-city priorities, site typologies and phased rollout.
CAPEX, revenue streams and returns, with sensitivities for the board.
Negotiation strategy and key commercial terms for landlords, OMCs and partners.
About
More than ten years building fuel, mobility and non-fuel retail networks in Saudi Arabia, Pakistan and international markets, most recently as founding head of Planning & Development at Circle K in the Kingdom.
A network development strategist whose work sits where real estate, finance, delivery and negotiation meet: finding the right sites, proving the business case, signing the deals and delivering on time and on budget, with board-level reporting throughout.
08 · Book a consultation
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