Agricultural Systems Intelligence
Most agricultural data dies in spreadsheets. This is the discipline of bringing it back.
Three layers spanning government strategy, applied intelligence frameworks, and farmer & student intelligence, built from six years of applied field knowledge in Lebanon’s Chouf District, now deployed at institutional scale.
Government & Institutional
Strategy and infrastructure for agricultural digitisation.
Advising ministries and development organisations on digital agriculture strategy, data architecture, farmer registry systems, and technology vendor evaluation. Delivered as a neutral, technology-agnostic advisor, not a vendor competing for implementation. The work begins where the field methodology ends, with what governments need to know before they procure.
- · Ministry-level digital agriculture advisory · Lebanon
- · Digital strategy advisory · Governments, institutions, and organisations
Applied Agricultural Intelligence
Field-tested intelligence and technology informing our advisory work.
Six years of applied field knowledge in Lebanon’s Chouf District, distilled into the data structures, decision logic, and tooling patterns that underpin agricultural transformation at institutional scale. Five operational domains, from ministry oversight through to farmer commercial intelligence. We bring it as context to advisory engagements, not as a product on offer.
- · Applied intelligence, five operational domains
- · Applied field knowledge, Chouf District, Lebanon · 2020–2025
- · Deployed as advisory context, not procured software
Applied intelligence
- IMinistry oversight
- IINGO delivery
- IIIFarm operations
- IVAdvisor tooling
- VNational administration
Applied field knowledge · Chouf District · 2020–2025
Farmer & Student Intelligence
Teaching the business of farming, and the next generation of agricultural advisors.
The missing layer in agricultural development. Giving farmers access to their own commercial intelligence: yield data, pricing signals, buyer relationships, access to credit, cooperative formation. Alongside this, an AI and agricultural intelligence curriculum delivered at university level, equipping the next generation of agronomists with the data literacy that their field demands.
- · AI & Agricultural Intelligence curriculum · Lebanese University · Faculty of Agriculture
- · Student field data collection programme, AI-assisted
- · Farmer business literacy · commercial capacity building
