Founder, Lumina Analytica · Systems Builder · Nairobi · Ankara · Ottawa

Building intelligent systems for organizations that run the world.

I help organizations improve operational visibility, automate decisions, and build institutional memory through software, data, and AI — with a long-term focus on how technology can reform public systems across Africa and beyond.

See the work → Read my thinking
0+
Operational systems live
IoT + SW
Hardware & software founder
0
Sectors with live deployments
3
Cities · NBO · ANK · YOW
§01 Background

Builder. Thinker. Problem solver.

Collins Kanyeki
Nairobi · Ankara · Ottawa
Nairobi Ankara Ottawa

I started with a
simple observation
about broken systems.

I grew up watching organizations in East Africa struggle not from a lack of talent or effort, but from a lack of visibility. Managers making decisions from spreadsheets two weeks old. Knowledge walking out the door with departing staff. Hotels, clinics, constituency offices — all working hard, all flying partially blind.

I started building systems to fix that. ERP integrations that close the gap between operation and decision. Automation pipelines that encode institutional knowledge before it disappears. Data infrastructure that gives people in charge a clear picture of what is actually happening, in real time.

What I realized, working across hospitality, logistics, real estate, and civic infrastructure, is that the same structural dysfunction repeats at every scale — from a single hotel to a national government. The tools differ. The underlying problem is identical: organizations that cannot see themselves clearly enough to act well.

That realization is what points me toward public policy and urban development. The operational intelligence I build for private organizations is exactly what public institutions need — and the leverage of applying it at that scale is what drives the longer arc of this work.

01

At the organizational level

I give the people running hotels, logistics companies, property firms, and civic institutions the operational clarity they need to make better decisions — faster, with less overhead, and without depending on a single person's memory.

02

At the systems level

I build infrastructure that compounds. Not one-off tools, but interconnected systems that encode institutional knowledge, automate routine decisions, and improve in value as the organization grows. The goal is operational intelligence that becomes structural.

03

At the civilizational level

Africa's greatest resource has always been its people's ingenuity in solving hard problems with constrained tools. I am building toward a future where that ingenuity is amplified by world-class operational infrastructure — starting with the institutions closest to how people actually live: cities, governments, and the systems that run them.

Founded
Lumina Analytica — IoT & access control
Trajectory
Public Policy · Urban Development
Based
Nairobi · Ankara · Ottawa
Stack
.NET · SQL · n8n · Power BI · IoT · Embedded
§02 Company

Lumina Analytica.

Visit site ↗

An IoT hardware and software company solving visibility problems across East Africa.

I founded Lumina Analytica to close the gap between what organizations own and what they can see. Most businesses in East Africa operate valuable assets — vehicles, facilities, people, equipment — with almost no real-time visibility into what those assets are doing, where they are, or whether they are being used well.

Lumina builds the hardware and software infrastructure that fixes that. Custom IoT tracking devices engineered for African operating conditions. AI-based access control systems. Embedded systems designed in-house using Altium and Eagle PCB. We do not resell imported hardware — we engineer solutions built specifically for the environments they operate in.

Asset Tracking

Custom GPS/GSM tracking devices with industry-leading battery life, engineered for transport, logistics, agriculture, and mining environments across East Africa.

Access Control

AI-based biometric access control for residential and commercial buildings. Fully customized software integrating with any hardware device. Selective access with complete audit trails.

Custom Hardware Engineering

PCB design and production-ready embedded systems for specific use cases. Designed using Altium, Eagle PCB, and Allegro. Prototype to production, built in-house.

Sectors Served

Transport & Logistics · Agriculture · Mining, Oil & Gas · Energy & Utilities · Cold chain & Perishable Goods · Commercial Real Estate

"Building hardware for East Africa means building for environments that most product engineers have never encountered. That constraint is not a disadvantage. It is what makes what we build genuinely robust."

§03 Philosophy

"The gap between how an organization runs and how well it can make decisions is an engineering problem. And engineering problems are solvable."

I

Outcomes over outputs

Nobody needs another dashboard. Organizations need better decisions. Every system I build is evaluated against one question: does this improve the quality of decisions made here?

II

Institutional memory by design

When a key person leaves, most organizations lose months of operational knowledge. Well-designed systems encode that knowledge structurally — in data, process, and automation logic — so it survives.

III

Automate the routine. Elevate the judgment.

Automation frees human attention for problems that actually require human judgment. The goal is not efficiency for its own sake — it's redirecting cognitive resources toward decisions that matter.

IV

Build for operators, not demos

A system that impresses a boardroom but fails at 11pm during a shift handover is not a system. I design for the person closest to the operational reality, under pressure, without a manual.

V

The public sector is the final frontier

The operational dysfunctions I fix in hotels and logistics companies are the same dysfunctions that make governments slow and unaccountable. The tools are the same. The stakes are higher.

VI

Long-arc compounding

I build infrastructure that gets more valuable over time, not more fragile. The same systems thinking that improves a single organization can, at scale, improve the institutions that shape how cities and countries work.

§03 Deployed Systems

Real problems. Real outcomes.

Work with me ↗
01

Azul Hospitality Reporting Hub

ProblemManagement lacked consolidated operational visibility across POS, front desk, and finance — decisions were made on day-old exports.
SolutionBuilt centralized reporting and intelligence platform connecting POS systems to GL, with automated reconciliation and live dashboards.
OutcomeManagement cycle time for financial decisions reduced. Manual reconciliation eliminated. Operational reporting now a default output, not a weekly task.
ASP.NET CoreSQL ServerPower QueryHospitality
Live
02

Hotel ERP Integration System

ProblemBooking workflows required manual intervention between disconnected systems, creating errors and operational lag.
SolutionBuilt custom API bridge between hotel management system and RanceLab FusionERP with automated notification workflows.
OutcomeManual intervention eliminated from booking-to-finance pipeline. Operational data flows in real time across the full property stack.
.NET 8SQL ServerERP IntegrationWindows Service
Live
03

Wingu Access Control & Workforce Intelligence

ProblemAccess control and HR systems operated in isolation. Payroll was based on manual timesheets, creating disputes and audit gaps.
SolutionDesigned integration bridge between biometric access control and HR/payroll systems, with a unified reporting layer.
OutcomePayroll disputes eliminated. Attendance data is now auditable and automatic. Operational visibility across access, workforce, and cost in one system.
BiometricsAccess ControlHR IntegrationPayroll
Live
04

Fleet & Asset Visibility Platform

ProblemFleet managers depended on driver self-reporting for location and status. Route compliance was unverifiable. Asset utilization was invisible.
SolutionGPS/GSM tracking infrastructure on Traccar with geofencing, route history, and automated exception alerts integrated into operations dashboards.
OutcomeFleet managers now respond to data, not driver reports. Asset utilization visible in real time. Exception-based management replaced reactive supervision.
TraccarGPSGSMIoT
Live
05

Real Estate Lead Intelligence System

ProblemProperty sales teams had no visibility into buyer intent. Marketing spend was unattributable. Leads were managed in spreadsheets.
SolutionBehavioral data infrastructure with Meta pixel pipelines, lead scoring algorithms, and automated retargeting workflows.
OutcomeSales team now prioritizes leads by intent score. Marketing attribution is measurable. Pipeline visibility replaced spreadsheet guesswork.
Meta PixelLead ScoringBehavioral DataVercel
Live
§05 Social Impact & Civic Work

Where the work gets public.

The systems I build for private organizations are the same systems public institutions need. This section is where that belief becomes action — civic platforms, community infrastructure, and direct engagement with the public problems that motivated this work in the first place.

I am at the beginning of this work. The projects here are the first deployments of a longer commitment — to build technology that serves the public directly, not just the organizations that serve the public.

01

Ward-Level Governance Transparency Platform

ProblemConstituency residents had no structured visibility into public project delivery or budget utilization at ward level. Accountability between elected officials and citizens was informal, episodic, and easily ignored.
ApproachCivic infrastructure platform tracking public project delivery, budget accountability, and constituent reporting — built as replicable open architecture for local government, not a bespoke tool for one constituency.
OutcomeDeploying August 2026 in Nairobi. Designed to scale across constituencies as a replicable model for technology-enabled civic accountability in East Africa.
Civic TechPublic AccountabilityLocal GovernmentOpen ArchitectureNairobi
Deploying Aug 2026
02

Community & Volunteer Engagements

StatusActive community projects and volunteer engagements are documented here as they develop. This section grows with the work.
Ongoing
Updating

The belief

Technology deployed in service of public accountability is not charity. It is the highest-leverage use of engineering capability available to someone who cares about how institutions work.

The method

Build replicable systems, not one-off tools. Every civic platform I build is designed to be deployed by other constituencies, other governments, other communities — without requiring me to be involved in each deployment.

The direction

This work is early. The Ward Platform is the first deployment. Over the next five years, the goal is a body of civic technology that meaningfully changes how citizens in East Africa interact with the institutions that govern their lives.

§04 Thinking in Public

Ideas worth publishing.

Operators hire builders. Institutions hire thinkers who also build. This is where I publish what I am learning — about systems, governance, operational intelligence, and how technology can make public and private institutions work better. First pieces publishing Q3 2026.

Why Most Hotels Have Poor Operational Visibility

The real reason hospitality operators make slow decisions isn't bad software. It's that their data architecture was never designed to support decisions — only transactions. A diagnostic framework for fixing it.

Hospitality · Operations In pipeline

What ERP Audits Taught Me About Institutional Decision-Making

An ERP audit is not a technology project. It is an audit of how an organization thinks about itself. What I have learned from mapping broken data flows in East African businesses — and why it matters for governance reform.

ERP · Institutions In pipeline

Building Institutional Memory Through AI

Most organizations don't lose knowledge because people are careless. They lose it because the systems were never built to retain it. How automation and AI agents can encode institutional knowledge before it walks out the door.

AI · Knowledge Systems In pipeline

The Same Systems That Fix Hotels Can Fix Governments

The operational dysfunctions I encounter in hotels and logistics companies — siloed data, invisible processes, decisions based on stale information — are structurally identical to the dysfunctions that make governments slow and unaccountable. A provocation about where systems thinking should go next.

Governance · Public Systems In pipeline

What Riding the Metro Taught Me About Complex Systems

A metro is not a transport system. It is a living argument for what happens when standards, sequencing, institutional memory, and human coordination are engineered together at scale. What daily observation of mass transit reveals about how complex systems actually hold together — and why most organizations never achieve it.

Urban Systems · Complexity In pipeline

Why African Cities Need Operational Intelligence, Not Just Smart City Hype

Smart city discourse in Africa often skips the operational layer entirely — jumping from broken baseline systems straight to IoT sensors and AI overlays. Why the intermediate step matters, and what it looks like in practice in Nairobi.

Urban Systems · Africa In pipeline
§05 Approach

How I diagnose systems.

The diagnostic
layer comes
before the code.

Most operational problems are not technology problems. They are information architecture problems — organizations that cannot see themselves clearly enough to act. Technology can solve them, but only once the underlying structure is mapped.

I spend significant time on diagnosis before design: how does information move here? Where does it die? What decisions get made on what data? Where is knowledge institutional, and where is it personal?

The domains I work across share one structural feature: high operational complexity, low data visibility, and enormous leverage available through better instrumentation — whether that organization is a hotel group or a municipal government.

Hospitality & propertyERP · POS · Revenue
Workforce & accessBiometrics · HR · Payroll
Fleet & logisticsGPS · IoT · Telemetry
Civic & public sectorGovernance · Transparency
Urban systems & policyLong-term trajectory
AI-powered operationsAgents · n8n · Automation

On ERP audits

An ERP audit is not a technical exercise. It is an audit of how a business thinks about its own operations. The data problems are symptoms. The root cause is almost always an organizational alignment problem that was never resolved — just worked around.

On building in the Global South

Building operational systems in East Africa imposes a discipline that polished development environments don't. Infrastructure is unreliable. Margins are thin. Workarounds calcify into load-bearing structures. This produces systems that are robust because they must be — and a sensibility that translates directly to working in under-resourced institutional environments.

On the trajectory toward public policy

The systems I build for hotels and logistics companies are, structurally, the same systems that cities and governments need to function well. My goal is not to leave operational work behind — it is to apply it at the scale of institutions: urban development authorities, governance reform programs, and the organizations that shape how African cities grow.

§06 Where I Work

Three cities.
One trajectory.

Nairobi, Kenya · 01°17'S

Where the systems are built and deployed

Home base and primary deployment environment. Lumina Analytica's IoT and access control infrastructure operates here across transport, logistics, and commercial real estate. The operating conditions — constrained infrastructure, high-stakes decisions, under-resourced institutions — are not limitations. They are what makes the systems genuinely robust.

Ankara, Türkiye · 39°55'N

Where geopolitics and systems thinking intersect

Ankara sits at the crossroads of Europe, the Middle East, and Central Asia — a city where policy, infrastructure, and institutional reform are lived realities, not abstractions. My presence here is deliberate: understanding how technology-enabled governance works in a complex geopolitical environment is essential preparation for the work I am building toward.

Ottawa, Canada · 45°25'N

Where the long arc becomes institutional

Ottawa is Canada's capital and home to a dense ecosystem of public policy institutions, development finance organizations, and graduate programs at the frontier of governance and urban systems. It is the city where the longer arc of this work — toward public policy, urban development, and institutional reform — takes its most concrete next steps.

Open to engagements & collaborations

Work with me.
Think with me.

I work with operators who need better systems, and with researchers, institutions, and policymakers who want to understand how operational intelligence can reform public infrastructure.

For organizations

Operational Intelligence Engagements

ERP audits, reporting infrastructure, automation systems, and AI-powered operational tools. I work with hotels, property developers, logistics operators, and institutions that need to see and decide more clearly.

Start a conversation →

For institutions & researchers

Research & Policy Collaboration

I am building toward public policy and urban development. I am interested in connecting with researchers, development institutions, and policy programs working at the intersection of technology, governance, and urban systems in the Global South.

Get in touch ↗
Email LinkedIn GitHub n8n