About · Darikoda
Operator context is the foundation. The operating record is what makes it commercial.
Darikoda is operational intelligence built from the operator side. This page is the why.
Theo Ilori
Founder, Darikoda & Ilori Streamline Ltd
Darikoda is the operating record for Ghana heavy-fleet operators, the layer between site and office where margin usually disappears. It gives an operator the true cost of every machine live, margin erosion caught before it is gone, retention released on time, and records that hold up when a client or an auditor pushes back. Your operational data stays inside your operation. Captured at source.
The thesis
Why the operating record matters.
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 that is the operating record. Everything commercial flows from it.
When operator context is the foundation, compliance and operator discipline embed in the record itself 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 under the operating-record thesis. Systems thinking. Reliability discipline. The habit of measuring and attributing a process before improving it.
GE, precision turbine manufacturing
The operating discipline a turbine demands becomes the standard you bring everywhere else. Tolerances, traceability, attribution. That discipline does not negotiate with the environment.
Caterpillar and Unatrac, West African machinery operations
Years inside Caterpillar and Unatrac across Ghana and Nigeria. Mining, power, oil & gas. The gap between what dealers and OEMs report and what operators actually live with. The patterns Darikoda was built around were first catalogued here, across years of operator interviews in Ghana's heavy-fleet sectors.
What is built
The platform behind the audit.
Production-grade infrastructure, built operator-side. Compliance and operator discipline live in the record itself, not bolted on after.
- The operating record. Live in the field, structured to each operation, added to but never quietly rewritten.
- The true cost of every machine, live. Fuel, hours and downtime measured against the revenue each asset earns, so the number that used to arrive weeks late is in front of you now.
- Margin erosion caught before it is gone. When a job starts to slide, the warning reaches the decision-maker while there is still margin to protect, not in the post-mortem.
- Retention released on time, not lost. The money held back on your certificates is tracked to the day it falls due, so it is claimed, not forgotten.
- Records that hold up in a dispute. The evidence behind every hour, litre and metre stands when the QS, the auditor or the client pushes back.
- Your operational data stays yours. It stays inside your operation, never pooled, sold, or handed to anyone else.
- Offline-first field capture. Built for sites where 4G drops, syncing when the signal returns.
In plain terms
The true cost of every machine is in front of you, a job that starts to slide raises a flag while there is still margin to save, and the record behind it all holds up when someone pushes back. It runs offline-first, for sites where the signal drops.
Blueprints become empires.
From engineering rooms to the operating reality of West African fleets, the lesson held: the record is what turns field work into defended margin.
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.
- Built by Darikoda Systems Ltd, registered in Ghana, with Ilori Streamline Ltd (UK Companies House, Company No. 16378536) behind it.
- 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.