Where business problems become understood.
Research starts when the answer is not yet clear.
Some business problems need investigation before the right system, automation, information model, reliability response or technology strategy can be chosen.
Business operations contain assumptions that are easy to miss.
But knowing that something happened does not explain how or why it happened, what it depends on, what must be recorded, or what needs to happen next.
Research is the work of finding out what is actually true.
Good research begins with the work itself.
The work is observed, questions are asked, evidence is examined, and the requirements for what must be established, represented, controlled or changed become clearer.
Understand the work before changing it.
Research gives each question a clear place.
A research question sits within an industry, an investigation gives it a specific subject, and the evidence shows what that investigation establishes.
Evidence supports what an investigation establishes. When a requirement remains true even as people, tools or implementation change, that requirement can be expressed as an invariant.
A business environment being investigated.
Related investigations within that environment.
One concrete piece of business reality under investigation.
An investigation that tests a question through experimentation.
A Research Unit focuses on one meaningful piece of work.
A business contains thousands of events, decisions, responsibilities and records. A Research Unit focuses on one specific piece of work that can be observed, investigated and followed through its consequences.
A supplier delivers goods to a retailer.
- What has entered the business?
- Who is responsible for receiving it?
- What does the business need to record?
- What state does the stock now have?
- What happens if the goods and records disagree?
The investigation follows the work from what is established at the start to the result that must be accounted for.
Research unitThe investigation follows the work from what is established at the start to the result that must be accounted for.A Research Unit provides a concrete subject for investigation. The resulting evidence can show what remains true and how that requirement should be represented or controlled in a system.
A Research Unit is a specific piece of business reality that can be observed, investigated and demonstrated.
Start with the evidence, not the solution.
What is actually happening?
What do we need to understand?
What evidence do we have?
What does the evidence tell us?
What must remain true?
What could meaningfully improve what we found?
The problem should be established before the solution is chosen.
What are we trying to establish?
An investigation distinguishes the current way of doing the work from the requirements that remain necessary even when the people, tools or process change.
People, software, workflows, tools and implementation can change.
The underlying business reality that still has to be satisfied.
The technology can change. The business requirement may not.
An invariant An invariant is a requirement that the investigation establishes must remain true..
Good research needs evidence, not just explanations.
A finding about a business should remain connected to something that can be observed, examined or tested.
What happens in the real working environment.
What the people performing the work actually do.
Records and source material produced by the business.
What existing systems show happened.
What happens when something is tested.
What happens when reality does not behave as expected.
Evidence is used to test whether a finding holds up against reality.
Research across industries and operating environments.
Research is organised around industries and operating environments. Related investigations are grouped together, with Research Units examining concrete pieces of business reality and Research Experiments testing specific questions. The resulting evidence and findings can lead to technologies, systems and further research.
FMCG & Retail Research
Research examines how businesses structure and control the work involved in moving goods across people, locations and operating processes.
Enterprise Establishment
What has to be established before a business can operate as one business?
A business needs a defined identity before its different parts can be managed as one enterprise.
Branch Establishment
How does a business establish where its operations take place?
An enterprise needs each operating location to be established as part of the business before activity there can be managed in context.
Manufacturing Research
Research into production, quality, inventory and operational decisions in manufacturing environments.
No research published yet.
Finance & Accounting Research
Research into how financial information becomes reliable, auditable accounting records.
Enterprise Accounting for SMEs
Financial information from receipts, invoices and statements needs to become dependable records before an SME can understand its financial position or execute controlled operations.
Investigating
IFRS 2025 For Kenyan SMEs Research
Research into applying IFRS for SMEs 2025 to financial records, accounting controls and reporting in Kenyan SME operations.
Research in progress
Security & Compliance Research
Research into controlled authority, verifiable records and compliance in business systems.
Agriculture Research
Research into field conditions, crop intelligence and practical agricultural systems.
Health Information & Referral Research
Research into reliable health information, appropriate action and referral through accessible channels.
How findings connect.
A research finding can connect to related investigations, evidence, technologies and systems. These relationships make it possible to trace how a question was investigated, what was established and where the finding is applied.
Find → Build → Test → Learn
Research can continue through implementation. When a finding provides enough confidence to build, the resulting system creates another opportunity to test the understanding against real work.
Understand reality.
Make a response.
Put the response into real work.
Use what happens to refine our understanding.
What happens in operation can lead to another question, a new Research Unit, a changed system or further investigation.
What does this research give a business?
Research is useful when better understanding changes what a business can see, decide or control.
Understand what is actually happening inside operations.
Challenge assumptions about how work should be done.
Identify what must be established, recorded or controlled.
Choose technology based on actual requirements.
Use evidence from real operation to improve what comes next.
The solution does not have to be known before the problem is investigated.
Bring the situation, process, recurring difficulty or question. The starting point is understanding what is actually happening.
Have a business problem that is not yet clear?
You do not need to arrive with a solution. Bring the situation, process, recurring problem or question. Start with what is actually happening.