Product-Level Profitability Analysis

Product-Level Profitability Analysis

Overview

Decomposes banking product profitability to the unit economics level using funds transfer pricing (FTP), activity-based costing (ABC), credit cost allocation, and risk-adjusted return metrics. Enables management to identify value-creating vs. value-destroying products, optimize the product mix, calibrate pricing, and allocate capital efficiently across business lines.

When to Use

• Evaluating the economic contribution of individual banking products
• Performing product rationalization or product line simplification reviews
• Calibrating product pricing against FTP-adjusted breakeven
• Supporting ALCO capital allocation decisions across business lines
• Analyzing cross-subsidy dynamics between products and customer segments
• Benchmarking product economics against peers or market rates

Required Inputs

Methodology

Step 1 — Calculate FTP-Adjusted Net Interest Margin by Product

For each product, compute the FTP spread:

Asset products (loans, investments): FTP Spread = Customer Rate − FTP Rate

• The FTP rate represents the internal cost of funding the asset at its maturity/​repricing profile
• Positive FTP spread = product contributes positively to NII after funding cost

Liability products (deposits): FTP Spread = FTP Rate − Customer Rate

• The FTP rate represents the internal value of the funding provided to treasury
• Positive FTP spread = product provides funding at a cost below its internal value

FTP-adjusted NII per product: NII_product = FTP Spread × Average Balance

Decompose FTP into components:

• Base rate (risk-free benchmark at the product's repricing tenor)
• Liquidity premium (compensation for LCR/​NSFR impact of the product)
• Credit spread (for asset products, the funding spread above risk-free)
• Option cost (for products with embedded options: prepayment, early withdrawal)

Step 2 — Allocate Non-Interest Income

Assign fee and non-interest income directly to products where possible:

• Direct fees: Origination fees, annual fees, transaction fees, late fees, interchange
• Indirect fees: Wealth management referral fees, cross-sell revenue attributable to the relationship
• Ancillary income: Insurance premiums, brokerage commissions linked to the product relationship

Apply the revenue attribution principle: Revenue is attributed to the product that generates the customer interaction, not the product where it is booked. Cross-sell revenue should be shared using a defined attribution model.

Step 3 — Allocate Operating Costs Using Activity-Based Costing

Apply ABC methodology to allocate costs accurately:

Direct costs (fully traceable):

• Origination/​underwriting costs per unit originated
• Servicing costs per account per month
• Collections costs per delinquent account
• Technology costs directly attributable (product-specific platforms)

Indirect costs (allocated):

• Branch network costs: Allocate based on transaction volumes or customer visits by product
• Technology infrastructure: Allocate based on system usage, data storage, or processing volumes
• Compliance and regulatory: Allocate based on regulatory intensity (AML monitoring costs higher for transaction accounts)
• Management and overhead: Allocate using a cost driver hierarchy (headcount, revenue, or balance-based)

Cost allocation hierarchy:

1. Direct assignment (preferred — highest accuracy)
2. Activity-based allocation (where direct assignment not possible)
3. Balance-based or revenue-based allocation (last resort — lowest accuracy)

Clearly identify the allocation methodology tier used for each cost category.

Step 4 — Compute Credit Costs and Expected Losses

Allocate credit-related costs to asset products:

• Expected credit loss (ECL): PD × LGD × EAD for the product portfolio, reflecting through-the-cycle loss expectations
• Provision expense: Actual provision charges recorded in the period (may differ from ECL due to IFRS 9 staging, macro scenario weights)
• Net charge-offs: Actual losses realized, net of recoveries
• ECL cost rate: ECL / Average Balance (expressed in bps annually)

For liability products, credit cost is zero but allocate fraud loss costs where applicable.

Step 5 — Calculate Risk-Adjusted Returns

Compute risk-adjusted profitability metrics for each product:

Product Economic Profit (EP): EP = FTP-Adjusted NII + Fee Income − Operating Costs − Credit Costs − Capital Charge

Where Capital Charge = Allocated RWA × Target CET1 Ratio × Cost of Equity

Key return metrics:

• RAROC: EP / Economic Capital — risk-adjusted return on capital
• RoRWA: Net Income (after all costs) / RWA — return on regulatory capital
• EP per account: EP / Number of accounts — unit economics measure
• EP per dollar of balance: EP / Average Balance — balance sheet efficiency
• Cost-to-income ratio: Operating Costs / (NII + Fees) — operational efficiency

Hurdle rate test:

• Products with RAROC above the cost of equity are value-creating
• Products with RAROC below the cost of equity destroy shareholder value
• Products with negative EP should be examined for cross-subsidy justification or rationalization

Step 6 — Analyze Cross-Subsidy Dynamics

Identify and quantify cross-subsidy flows between products:

• Map which products subsidize others (e.g., low-rate checking accounts funded by high-spread lending)
• Assess whether cross-subsidies are intentional (strategic bundling) or accidental (mispricing)
• Evaluate the customer relationship economics: Does a loss-making product anchor a profitable relationship?
• Compute the relationship-level EP: Sum of all product EPs for multi-product customers

Cross-subsidy matrix:

Step 7 — Generate Optimization Recommendations

Based on the analysis, recommend specific actions:

Pricing optimization:

• Products priced below FTP-adjusted breakeven: Identify repricing opportunity
• Products with RAROC significantly above hurdle: Assess competitive positioning and market share growth opportunity
• Fee income opportunities: Identify below-market fee schedules

Product rationalization:

• Products with negative EP, no cross-subsidy justification, and declining volumes: Candidates for discontinuation
• Products with low EP but high strategic value (customer acquisition, retention): Re-evaluate pricing and cost structure

Capital reallocation:

• Redirect capital from low-RAROC products to high-RAROC products
• Quantify the incremental EP from reallocation (RAROC differential × capital shifted)

Cost reduction:

• Products with cost-to-income ratios significantly above peers: Target for operational efficiency improvement
• Migration from high-cost channels (branch) to low-cost channels (digital)

Output Specification

# Product Profitability Analysis — [Period]

## Product Economics Summary
| Product | Avg Bal ($M) | FTP Spread (bps) | Fee ($M) | OpEx ($M) | Credit ($M) | EP ($M) | RAROC | RoRWA |
|---------|-------------|------------------|----------|-----------|-------------|---------|-------|-------|

## Product Ranking by RAROC
| Rank | Product | RAROC | Hurdle Rate | Value Creation | Recommendation |
|------|---------|-------|-------------|----------------|----------------|

## FTP Decomposition
| Product | Customer Rate | FTP Rate | Base | Liquidity | Credit | Option | FTP Spread |
|---------|--------------|----------|------|-----------|--------|--------|-----------|

## Cost Allocation Summary
| Product | Direct Cost | Allocated Cost | Total Cost | Cost/​Account | Cost-to-Income |
|---------|------------|----------------|-----------|-------------|---------------|

## Cross-Subsidy Analysis
| Subsidizing Product | Subsidized Product | Subsidy Amount ($M) | Justification |
|--------------------|-------------------|--------------------|----|

## Optimization Recommendations
| # | Action | Product | EP Impact ($M) | Implementation | Priority |
|---|--------|---------|----------------|----------------|----------|

Analysis Framework

Apply the Product Value Chain framework:

1. Originate: What does it cost to acquire the customer and originate the product?
2. Fund: What is the internal cost (FTP) of funding the asset or value of the deposit?
3. Service: What is the ongoing cost to maintain and service the product?
4. Risk: What credit, market, or operational losses does the product generate?
5. Capitalize: What regulatory and economic capital does the product consume?
6. Return: What is the net economic value after accounting for all five prior stages?

Products that fail to generate positive economic value at Stage 6, after accounting for relationship-level cross-subsidies, are candidates for repricing, restructuring, or rationalization.

Examples

Example — Product RAROC Analysis: "Commercial real estate lending generates the highest RAROC at 18.2%, driven by a 285bps FTP spread and strong fee income from origination and unused commitment fees. However, it consumes 34% of total allocated capital at an RWA density of 92%. Residential mortgages, by contrast, earn a RAROC of only 8.4% — below the 12% hurdle rate — reflecting compressed FTP spreads of 95bps and elevated servicing costs of $145/​loan/​year. The mortgage product destroys $12M of shareholder value annually but anchors $3.2B of core deposit relationships with combined positive EP."

Example — Cross-Subsidy Insight: "The free checking account product generates negative EP of -$28M annually (operating cost of $164/​account exceeds the FTP value of $112/​account). However, 72% of checking customers hold at least one additional product with the bank. Relationship-level analysis shows that multi-product households anchored by checking generate average EP of $340/​household, making the cross-subsidy economically rational. Recommendation: Maintain the product but migrate servicing to digital channels to reduce cost-to-serve by $35/​account."

Guidelines

• Always use FTP-adjusted margins, never gross interest margins, for product economics
• Apply ABC costing where possible; clearly flag balance-based allocations as lower accuracy
• Include the capital charge in all EP calculations — products consuming capital must earn above the cost of equity
• Assess cross-subsidies at the relationship level before recommending product rationalization
• Express RAROC, RoRWA, and EP in consistent units for cross-product comparability
• Benchmark product economics against peers and best-in-class to identify improvement potential
• Update product profitability analysis at least quarterly to capture rate and volume changes

Validation Checklist

• FTP rates correctly matched to each product's repricing/​maturity profile
• FTP spreads decomposed into base, liquidity, credit, and option components
• Fee income attributed to originating product with cross-sell allocation documented
• Operating costs allocated using ABC hierarchy with methodology tier identified
• Credit costs reflect through-the-cycle expected losses, not single-period provisions
• Capital charge computed using allocated RWA × target CET1 × cost of equity
• RAROC compared to cost-of-equity hurdle rate for value creation assessment
• Cross-subsidy analysis performed at relationship level before rationalization recommendations
• Optimization recommendations quantified with EP impact
• Peer benchmarking applied to cost ratios and return metrics