STRATEGIC FINANCE SOLUTIONS · PROFIT
Profitability Intelligence
Actionable Profitability Intelligence — profit measured at every dimension of the business, reconciled to the financials, and delivered where the decisions actually get made.
THE PROBLEM WE ARE SOLVING
Profit is the most reported number in the business and one of the least understood. Every organization knows what it earned in total. Far fewer know which customers, products, or channels earned it, because revenue is recorded by account and organization — not by the relationships that produced it. So pricing, mix, and capital allocation get decided on averages, and the profitable customers quietly subsidize the rest.
What makes this durable is that nothing looks broken. The consolidated P&L is correct; it simply describes a business no one manages at that level. Measure the economics where decisions actually get made and the rankings invert — the largest relationship is not the most profitable, and the highest-volume product is not the one earning its keep. None of it is visible in aggregate. All of it changes what you would do next.
of companies report that more than half their customer portfolio is unprofitable. That is the share who could measure it well enough to know. The question is what the rest would find.
Source: European Journal of Marketing
AVERAGES THAT HIDE THE ECONOMICS
Profit reported by organization and account tells you the total. It cannot tell you which customers, products, or channels produced it. Pricing, mix, and retention decisions get made on a blended number that describes no actual customer in the portfolio.
THREE VERSIONS OF THE SAME NUMBER
Without one governed source, every stakeholder builds their own. Operations, the business lines, and the executive team arrive at the same meeting defending different analyses — and the conversation becomes whose number is right instead of what to do about it.
REVENUE IS THE EASY HALF
Revenue and volumes come out of the systems of record. What it costs to serve, support, and fund that revenue does not — it has to be assembled. Most profitability efforts stall exactly here and settle for allocations that make the P&L balance without making it true.
FROM DATA TO DECISIONS
Multidimensional Profitability Framework
Profitability does not exist in any one system you own. Every system holds a piece of it. This is how the pieces get assembled into one number a leader can act on.
ONE GOVERNED SOURCE
Financial and operational data captured at the lowest common element of the business, unified and centrally governed. Without it, every stakeholder generates their own version of the truth and defends it monthly. Everything above this layer reconciles because everything above it starts here.
DIMENSIONAL ARCHITECTURE
The dimensions the business is actually run on — customer, product, channel, segment, geography, organization — each with its own hierarchy, each rolling up from the same atomic detail. Defined once, governed centrally, so any dimension can be compared to any other on the same set of metrics.
PERFORMANCE LEDGER
The Performance Management Ledger sits between the accounting and the business economics, assembling revenue, cost to serve, cost of funding, and cost of capital into economic truth for management rather than accounting. The general ledger stays authoritative for what was booked. This answers how it was earned.
Decision Intelligence
What the model leaves behind is granular analytics carrying the real economics of the business — and economics is something AI can finally process. At that resolution it surfaces concentration, margin drift, and opportunities an army of analysts would not reach in years. The analysis is no longer the constraint.
ACCELERATED
Hindsight
Credible, automated performance reporting with the consistency to support rapid course corrections across every dimension of profitability.
ACTIONABLE
Insight
Analytics that measure the economics of the business, revealing where margin is created, where it is destroyed, and where it is concentrated.
ACCURATE
Foresight
Scenario modeling across changing market conditions to test pricing, mix, and capital decisions before they are committed.
We Wrote the Book on Profitability Analytics. Literally.
Actionable Profitability Analytics — free digital download from Armada's founder.
GET THE FREE BOOK ➔WHAT WE DELIVER
Three Core Service Capabilities
Engaged individually, as a connected project, or as a managed service — depending on where your profitability intelligence stands today.
Multidimensional Modeling
- Profitability modeled at the lowest common element and rolled up through governed hierarchies
- Every component of margin the systems of record don't produce — cost to serve, transfer pricing, capital charges — modeled causally rather than estimated
- A standardized P&L that compares any dimension on the same metrics and reconciles to the financials
- Guiding principles agreed before methodology, so the debates surface early rather than at the reveal
Advanced Analytics
- Margin concentration and dilution exposed by customer, product, channel, and segment
- Pricing and portfolio decisions supported with marginal economics, not average cost
- Return on the capital deployed behind each dimension, so growth gets funded where it earns
- Self-service drill-through, so the business can answer its own "why" without a Finance translator in the room
AI INTEGRATION
- Weeks of manual data preparation compressed into days of validation
- Anomaly and margin drift detection running continuously, so the model stays current between cycles rather than between studies
- Institutional and personal knowledge curated alongside the model — the intersection where the advantage actually sits
- Every result traceable to the model that produced it, and defensible under audit — not a black box
ARMADA's PREFERRED SOLUTION PARTNER
Built on IBM Planning Analytics
Multidimensional profitability is a calculation problem before it is a reporting problem. IBM Planning Analytics, powered by the TM1 engine, holds detail at the lowest common element and consolidates every hierarchy on demand — so the question you didn't anticipate still gets answered, at any dimension, and still reconciles.
"Every Dollar Is a Decision." Create the Clarity to Make Them Count.
HOW WE ENGAGE
Meet You Where You Are — Start From Proven, Not From Scratch.
Proven methods, standard solution accelerators, and your team — iterating toward your future state rather than building it from a blank page.
Discovery Workshop
An immersive session on leading practice and the art of the possible — aligning your team on where better intelligence changes decisions, and what that's worth.
- Leading practice workshop on use cases and value realization targets
- Use case prioritization aligned to your strategic and financial priorities
- Executive alignment on decision intelligence objectives
Readiness Assessment
A structured evaluation of data, technology, process, and people — producing a clear blueprint for what deployment actually requires.
- Information - desired decision analytics
- Data - availability and quality
- Technology - platform fit analysis
- Process – integration opportunities
- People – capability and change impacts
Rapid Deployment
We start from proven solution models, tailored to your business, not a blank page — then iterate toward the future state your team defines.
- Accelerated build on standard solution accelerators
- Iterative model refinement with your team, not a single handoff
- Managed operations with embedded advisory, for as long as it's useful