About Darikoda and the founder, Theo Ilori
About · Darikoda
Operator context is the foundation. The operating record is what makes it commercial.
Darikoda is operational intelligence built from the operator side. Production-grade owned infrastructure. Compliance and operator discipline embedded in the data layer rather than bolted on. This page is the why.
Theo Ilori
Founder, Darikoda & Ilori Streamline Ltd
The thesis
Why the operating record matters.
The thesis is simple. Operator context is the discipline of capturing what the operator did on the shift, not what the dashboard reports after the fact. The structured, time-stamped, attributed history of what actually happened on site is the operating record. Everything commercial flows from it.
When operator context is the foundation, compliance and operator discipline embed in the data layer rather than bolt on as a reporting afterthought. The record is captured at source. The gap between site and office stops being the place where margin disappears.
That is the architecture Darikoda was built around. Not a SaaS feature checklist. An operating record Ghana's heavy-fleet operators can actually use without rewriting how their sites already work.
How I got here
The path that earned the right to opinion.
UCL, MSc Mechanical Engineering
The engineering grounding underneath the operating-record thesis. Systems thinking. Reliability discipline. The habit of treating a process as something that has to be measured and attributed before it can be improved.
GE, precision turbine manufacturing
Precision turbine manufacturing at GE. The level of operating discipline a turbine demands becomes the standard you bring to everything else. Tolerances, traceability, attribution. The discipline does not negotiate with the operating environment.
Caterpillar and Unatrac, West African machinery operations
Years inside Caterpillar and Unatrac across Ghana and Nigeria. Mining, power, oil & gas. The operational reality of West African heavy fleet, the gap between what dealers and OEMs report and what operators actually live with. The patterns Darikoda was built around were first catalogued here.
What is built
The platform behind the audit.
Production-grade owned infrastructure. Compliance and operator discipline embedded in the data layer rather than bolted on.
- Darikoda Core v2.4.4, 54 tables, 94 triggers. Live on owned infrastructure.
- Sentinel V4, the predictive layer above the operating record. Deployed.
- Flutter mobile, in active build for offline-first field capture.
- Three pilots underway across fleet and hospitality operations in Accra.
In plain terms
The database layer that holds the operating record is built and deployed. The predictive layer that turns those records into early-warning signal is built and deployed. The mobile app that operators and supervisors use at site is in active build for offline-first capture.
Blueprints become empires.
The bet
Pre-revenue. Founder-led. Founding-customer access for the early operators.
Pre-revenue. Founder-led. The first operators we onboard get founding-customer benefits while the company is still small. Direct access to me, faster iteration on the operating record for their specific contract structure, calibration to their reporting cadence.
The benefits compress as the company grows. The reason to be early is the access, not a price tag.
Entity and operating presence
Where Darikoda is registered and where it operates.
- Legal entity: Ilori Streamline Ltd (UK Companies House, Company No. 16378536, registered in England and Wales).
- Operating presence: Accra, Ghana. Active fleet, contractor, and developer engagements.
- Compliance: working alongside Ghana-registered partner engineering firms where the Minerals and Mining Local Content Regulations (L.I. 2431) require it.
- Contact: +233 554 092 257 (Ghana voice) · +44 7984 845440 (WhatsApp) · theo@iloristreamline.com.
The fastest way in is the audit.
Thirty minutes. One-page leakage map. You keep it regardless of next steps.
Patterns described here are drawn from extensive field audits and industry research across Ghana's mining, construction, roadworks, and quarry sectors. No specific operator is named or identifiable.