Commercial Sciences Institute™
Through better systems, better evidence and better decisions.
Commercial Sciences Institute develops Commercial Engineering™ methods, decision instruments and executive interventions for understanding, measuring and intentionally improving commercial systems.
Understand. Measure. Engineer. Improve. In Service of Humanity.
The problem
Revenue falls. Costs rise. Routes underperform. Channels weaken. Execution becomes inconsistent.
Which assumption no longer holds?
Which capability is degrading?
Which feedback loop is producing the result?
What should be redesigned?
The discipline
A systems-oriented approach to understanding, measuring and intentionally improving commercial performance.
Commercial Engineering™ applies systems thinking, measurement, diagnostics and intentional design to commercial performance. Its purpose is not merely to explain what happened, but to establish why the commercial system produced the outcome, what the evidence can responsibly support, and what should be intentionally redesigned.
From discipline to application
Commercial Engineering™ provides the discipline. CSI develops applied instruments that translate its principles into structured commercial decisions. Route Economics™ is the first such instrument being brought into controlled commercial practice.
Route Economics™ · Organisational Decision Support
When operating conditions change, sales alone cannot tell management what the route should do next.
When fuel, distance, service frequency, customer density, capacity requirements and competitive pressure change, a route can continue generating sales while silently weakening contribution.
Route Economics™ helps manufacturers, distributors and route-to-market organisations determine whether a route, territory or field-commercial configuration should be continued, improved, consolidated, redesigned, resourced, scaled or stopped.
CSI tests the available commercial and operating evidence and delivers a management-ready Route Economics™ Decision Brief stating what the evidence supports doing next—and why.
One defined management question. Controlled economic analysis. One management-ready Decision Brief.
A controlled decision pathway
Route underperformance rarely appears as one number. It appears as a pattern: a missed target, excessive distance between productive stops, too few productive customers, unsupported service frequency, fuel or working capital tied up, or a request for another vehicle or salesperson without sufficient evidence.
Route Economics™ converts that pattern into a defined management question:
State the decision—not the answer.
Share the route data and operating context available now.
CSI measures the economics, tests evidence quality and examines relevant scenarios.
Receive a concise Decision Brief stating what the evidence supports doing next.
Measures revenue, contribution, cost-to-serve, productivity and break-even.
Tests whether the evidence supports the strength of conclusion being considered.
Tests alternative operating assumptions and route configurations.
Translates the analysis into one management-ready decision and next action.
Duration and evidence quality are related, but they are not the same thing.
Useful for initial exploration. Avoid strong structural conclusions.
May reveal meaningful patterns, subject to stability and completeness.
Greater confidence where the period represents normal route conditions.
Generally stronger for major redesign or scale decisions.
Duration alone does not determine evidence quality. CSI also tests completeness, consistency, representativeness and reliability.
Route Economics™ does not simply calculate performance. It establishes what the available evidence responsibly supports management doing next.
Strengthen the evidence before making a structural decision.
Present economics do not support the current configuration.
Potential exists, but defined intervention and retesting are required.
Evidence supports controlled expansion, subject to wider constraints.
Your management output
The brief connects the defined management question to the route evidence, economic implications, supported action and any approval required.
See the logic
“Sales on Route A are increasing. Should we add another salesperson?”
Monthly revenueKES 600,000
Revenue trendGrowing
ContributionPositive
Cost-to-serveIncreasing
Salesperson productivityBelow required economic level
Evidence qualityAdequate
Existing revenue growth alone does not economically justify adding capacity. Improve productivity within the current route configuration, measure the resulting economics and retest the expansion scenario.
Growth is an outcome. Scale is a decision. Route Economics™ tests whether the evidence connects the two.
See the discrimination
“Route B has requested a second vehicle for three months. Sales look steady—why not approve it?”
Monthly revenueKES 340,000
Revenue trendFlat
ContributionNegative in 2 of 3 months
Cost-to-serveIncreasing with distance
Productive stopsBelow route threshold
Evidence qualityAdequate · 11 weeks
The present route structure—not insufficient capacity—is the constraint. Adding a vehicle would scale a cost structure that is already failing to cover itself. Redesign territory boundaries, stop sequencing or cluster configuration before reconsidering capacity.
A stable top line can conceal a route losing money on every trip. Route Economics™ tests the structure before the resource request.
Built for organisations accountable for route economics: manufacturers, distributors, franchise networks and route-to-market organisations—through their commercial, distribution and operational decision sponsors.
Pathway 01 · Single-Route Organisational Decision
For an organisation that needs a stronger management decision on one underperforming route, territory or bounded field-commercial configuration.
CSI examines the available route evidence and provides a controlled Decision Brief showing what the evidence supports doing next.
Several independent route problems? Each route is separately scoped, analysed and briefed so that unlike decisions are not collapsed into one conclusion.
One real route · One consequential management decision · One accountable organisational sponsor
Begin by recording the starting management decision, then submit the route evidence. If the evidence passes the initial sufficiency screen, it is frozen and the single-route engagement fee and secure checkout are presented.
Pathway 02 · Multi-Route Management Decision
For commercial and distribution leaders examining a portfolio of routes, a territory design, resource allocation or a wider route-to-market decision. CSI will define the scope and appropriate engagement.
One decision across several routes? Use this pathway when the routes must be compared or considered together.
Executive Practice
Focused executive diagnosis around one pressing commercial performance question.
Discuss a specific performance challengeStructured diagnosis of interactions, capabilities, assumptions and operating mechanisms producing commercial performance.
Diagnose interactions and root causesRigorous assessment of route-to-market structure, economics, coverage, productivity and execution architecture.
Assess route-to-market designExecutive capability development in Commercial Engineering principles, methods and decision systems.
Build Commercial Engineering capabilityBuilt as a discipline
Commercial Sciences Institute is developing the methods, measurement systems, practice instruments and body of knowledge required to advance Commercial Engineering™ as a rigorous field of commercial practice.
Founded by Willis Ogalo, MBA, a commercial and distribution practitioner with more than 20 years’ experience across FMCG, telecom, financial services and retail.
Commercial Sciences Institute™
For Route Economics™, executive diagnostics, licensing or institutional enquiries, contact CSI directly.