What Is Revenue Management?

Revenue management means optimizing revenue and profitability by making smarter decisions across price, volume, and product mix. In hotels and airlines, it means dynamically adjusting prices based on demand. In consumer goods, it means something broader: coordinating pricing strategy, trade promotion investment, assortment decisions, and commercial planning across every channel and customer to grow both revenue and margin simultaneously. 

This discipline is known as Revenue Growth Management (RGM). o9 structures RGM as an initiative-based planning system that connects Strategic P&L targets to the specific commercial levers that will close gaps: pricing decisions, promotional investments, assortment changes, and marketing spend, all tracked in a single integrated plan that feeds directly into Integrated Business Planning and supply chain execution. Without that integration, commercial plans sit in isolation from the operational and financial systems that determine whether they actually deliver.

Why Is Revenue Management a Strategic Priority for Consumer Goods Companies?

The economics of consumer goods make revenue management urgent. CPG companies spend approximately 20% of annual revenue on trade promotions, and McKinsey estimates that 59% of those promotions lose money. With trade spend often the second largest line on the P&L after cost of goods sold, the margin risk of poor commercial planning is enormous.

The pricing environment is compounding that risk. According to analysis cited in o9's pricing research, CPG prices increased on average by 32.3% from 2019 to the first half of 2024 while volumes grew by only 3.4% (Frederic Fernandez Associates, Company Analysis). 33% of top CPG companies saw volume declines in Q3 2024, with food, beverage, and alcoholic drinks sectors particularly exposed, with around 60% of organizations in those sectors registering volume declines in the same period. The era of price-led growth is closing. Recovering volume through smarter commercial execution has become the central growth challenge, placing RGM at the top of every commercial agenda.

What that challenge looks like in practice is visible in Molson Coors Beverage Company's transformation. With $11.7 billion in annual revenue across more than 100 countries, MCBC operates in markets where promotions drive more than 80% of off-trade retail sales, creating enormous complexity for commercial planning. Before partnering with o9 in 2022, MCBC relied on SAP APO for Demand Planning and a legacy system called Capture for Commercial and Financial Planning, two disconnected platforms that required constant manual reconciliation, complicated compliance audits, and offered no way to run scenario analysis on promotional ROI or pricing decisions in real time.

What Are the Core Levers of Revenue Management?

o9 organizes revenue management around four commercial levers: pricing strategy, trade promotion management, assortment planning, and marketing investment. o9's initiative-based framework connects each lever to a shared P&L target, tracking every promotional event, pricing decision, and assortment change as a named initiative with a measurable financial impact, so the contribution of each lever to gap closure is visible in real time.

Commercial teams build plans that connect Strategic P&L targets to the specific Revenue Initiatives and Spend Management decisions that will close gaps. Every promotional event, pricing decision, assortment change, and marketing investment is tracked as an initiative with a measurable P&L impact. The full plan connects to Integrated Business Planning (IBP) and Demand Planning, so commercial commitments flow directly into supply chain and financial forecasts rather than sitting in a separate silo.

What Is Trade Promotion Management and Why Does It Matter?

o9 treats trade promotion planning as a modeling exercise before it is an execution challenge. The platform evaluates each promotional plan on projected uplift, ROI, and margin impact, using built-in logic for halo effects, cannibalization, and price elasticity. Guardrails and automated approval workflows route exceptions to the right approvers, so every promotion that reaches execution is already aligned with commercial strategy.

For Molson Coors, this transformed how the commercial team managed promotional complexity. o9's RGM capability replaced the legacy Capture system, merging promotional data across channels and enabling scenario evaluations of ROI, margin impact, and competitor pricing. Automated thresholds trigger an in-system approval workflow whenever a proposed promotion falls outside agreed cost or margin guidelines, eliminating the email-based approval chains that previously created compliance risk and audit exposure. All promotions, price changes, and plan adjustments are recorded in o9, fulfilling SoX requirements and creating clear accountability for auditors: who approved each decision, when, and against which thresholds.

McKinsey research shows that analytics-driven trade promotion management can increase promotional ROI by 15-25%. For companies spending 20% of revenue on trade, that improvement is a material margin opportunity.

How Does Pricing Strategy Fit into Revenue Management?

o9's pricing capability models the full P&L consequence of a price change before any decision is committed, including halo effects, cannibalization, stockpiling, and volume shifts. Recommendations are built on elasticity, margin impact, competitive signals, and cost dynamics, delivered through configurable guardrails and approval workflows that keep decisions aligned with commercial strategy and risk thresholds.

Pricing in consumer goods is a multi-variable problem that most organizations still manage with manual processes. A PwC survey cited in o9's pricing research found that 60% of RGM leaders cite a lack of tools as a key challenge, while 40% point to a lack of data and operating agility as holding their organization back. o9's price strategy and optimization capability addresses both: pricing recommendations surface within the planning workflow itself, covering elasticity, competitive signals, and cost changes simultaneously, with scenario testing that shows the full P&L impact before a decision goes live. Guardrails prevent reactive discounting or unsanctioned price moves. Approval workflows ensure pricing decisions reach the right level of sign-off before execution.

What Role Does Assortment Play in Revenue Management?

o9 treats assortment as a full P&L decision, evaluating every listing, delisting, or substitution for its impact on total volume, margin, and portfolio mix through consumer decision trees and built-in transference models. Every assortment decision is tracked as an initiative, connecting the commercial choice directly to financial and operational plans.

Assortment is a commercial lever that most consumer goods companies underuse. The typical approach to SKU management focuses on adding or delisting products based on sales volume alone, without modeling the portfolio-level effect on consumer choice, channel mix, or overall margin. In o9, planners see how a portfolio change affects total volume, margin, and mix before making a decision. Products are prioritized using strategic rules aligned to financial contribution, distribution opportunity, or portfolio role. Each assortment decision connects to operational planning from the start, so the supply chain responds to the new assortment before it reaches shelf.

How Is AI Transforming Revenue Management?

o9 builds AI and machine learning directly into every commercial planning workflow: promotion recommendations, pricing actions, and assortment decisions all carry AI-generated uplift modeling and full P&L projections. The distinction from legacy RGM tools is where the intelligence sits. In o9, it arrives at the point of decision, not in a separate analytics layer that planners must consult after the fact.

McKinsey estimates that generative AI could add $400 billion to $660 billion in annual value to the retail and CPG industry, with a significant share from commercial planning improvements. For o9's customers, AI is already embedded in the platform and operational. In Molson Coors' UK&I deployment, o9's ML-based forecasting replaced Excel-driven statistical models with forecasts that split baseline demand from promotional uplift, eliminating the person-specific accuracy variance that had characterized the previous approach and improving forecast quality across both short- and mid-range planning horizons.

McKinsey's research on companies with mature RGM capabilities found they generate benefits equal to 3-5% of gross profit from commercial investment optimization alone. For large CPG companies, that represents hundreds of millions in recoverable margin.

What Does a Revenue Management Dashboard Show?

o9's revenue management dashboard visualizes the gap between targets and current plans as a waterfall chart of volume and margin contributions, running from last year's baseline through each commercial lever's impact to the current plan and the remaining gap to target. Planners move directly from identifying a gap to the initiative, pricing action, or assortment decision that closes it, without leaving the platform.

The waterfall view lets teams filter by customer, product, investment type, or time period to isolate the drivers behind any movement. Performance tracking covers both sell-in (commitments made to retail customers) and sell-out (movement to consumers), giving commercial teams a real-time read on whether the plan is on track. For Molson Coors, the unified environment means Demand Planning, Revenue Management, Financial Planning, and Commercial Business Managers now collaborate in-system on scenarios to determine the Most Likely Outcome across different plan options, replacing the email-chain alignment process that previously consumed time and created governance exposure.

Revenue Management with o9 Solutions

o9's Revenue Growth Management capability is part of the Digital Brain platform, combining commercial planning with supply chain and financial planning in a single connected environment. Unlike point solutions that require heavy custom integrations between pricing tools, trade promotion systems, and demand planning platforms, o9 connects all commercial levers natively, with real-time alignment across teams and tools from day one.

Molson Coors' experience validates this approach at scale. In the UK&I market, replacing disconnected legacy systems with o9's unified platform delivered improved forecast accuracy, higher promotional ROI, streamlined cross-functional collaboration, and SoX-compliant audit trails for every pricing and promotion decision. The early results led MCBC to expand o9's scope to the Americas in 2024, extending the platform to IBP, Demand Planning, and Supply Chain Planning.

The platform is built around four advantages that matter specifically for consumer goods commercial planning. All capabilities, from pricing to assortment to trade promotion optimization, are built within o9 and work together without integration overhead. Native connection to supply chain and finance means a commercial decision made in the RGM module flows immediately to demand planning, inventory, and financial forecasting. The self-serve model gives all commercial users platform access without the per-user cost structures that limit adoption in legacy systems. AI-driven optimization is built into every commercial workflow, not bolted on afterward.

Learn more about o9's approach to Revenue Growth Management, and explore how o9 connects commercial planning to Integrated Business Planning across the enterprise.

Frequently Asked Questions (FAQ)

What is revenue management?
Revenue management is the practice of optimizing revenue and profitability through smarter decisions on price, volume, and product mix. In consumer goods, it is known as Revenue Growth Management (RGM) and covers pricing strategy, trade promotion planning, assortment decisions, and marketing investment coordination. o9 structures RGM as an initiative-based planning system that connects every commercial decision to a shared P&L target and tracks its contribution to gap closure in real time.

What is the difference between revenue management and revenue growth management?
Revenue management is the broader discipline of maximizing revenue through commercial levers. Revenue Growth Management (RGM) is the consumer goods-specific application, focusing on the coordinated management of price, promotion, assortment, and trade spend to grow both volume and margin. o9's platform is built around RGM as an integrated commercial planning capability, connecting all four levers to supply chain and financial planning in a single environment.

What are the main levers of revenue management in consumer goods?
The four core commercial levers are pricing strategy, trade promotion management, assortment planning, and marketing investment. Managing these levers in an integrated plan is what distinguishes effective RGM from siloed commercial planning. o9's initiative-based framework connects all four levers to a shared P&L target and tracks the contribution of each to gap closure, visible to all commercial, finance, and supply chain teams in the same platform.

What percentage of revenue do CPG companies spend on trade promotions?
CPG companies typically spend between 11% and 27% or more of revenues on trade promotions, making it the second largest P&L line after cost of goods sold. McKinsey estimates that 59% of those promotions lose money, making trade promotion optimization one of the highest-value opportunities in revenue management.

How does AI improve revenue management?
AI improves revenue management by generating recommendations across pricing, promotions, and assortment simultaneously, modeling the full P&L impact of each decision including halo effects, cannibalization, and elasticity. o9 builds AI and machine learning into every commercial workflow, delivering recommendations at the point of decision. Molson Coors saw o9's ML-based forecasting eliminate person-specific accuracy variance and improve forecast quality across short- and mid-range planning horizons.

Revenue Growth Management in an Unpredictable, Tariff-Driven World

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