By now, the industry context is clear. According to IDC research (US54428526-IS, Ananda Chakravarty, Research Vice President, Retail Merchandising and Marketing Analytics Strategies, IDC, April 2026), 55% of grocery retailers say insufficient CPG collaboration is their number one supply chain gap. The collaboration problem is real, it is widespread, and it is costing margin on both sides of the retailer-supplier relationship.
But knowing the industry has a problem is different from knowing where your organization stands within it. That is the question this piece is designed to answer.
IDC’s research identifies four benchmarks that define best-in-class trade fund collaboration: visibility, automation, shared intelligence, and lifecycle pricing integration. What follows is an honest self-assessment against each one. By the end, you will have a clearer picture of where your operation is strong, where the gaps are, and what closing them is worth.
Visibility: Are Both Sides Working From the Same Data?
The first benchmark is the most foundational. Do both sides of your trade relationship, retailer and CPG partner, operate from the same real-time view of fund commitments, deal status, and promotional performance? Or is your team making fund decisions based on information your CPG partners cannot see, and vice versa?
In most grocery organizations, the honest answer is the latter. Deal terms are confirmed in email threads. Status updates travel through account manager calls. The CPG side is working from a version of the agreement that may not reflect the most recent adjustments made on the retailer side. When both parties cannot see the same data at the same point in time, every subsequent decision in the trade fund lifecycle is built on an unstable foundation.
Automation: Is It the Floor, or Is It Still the Gap?
IDC is direct on this point. According to the research, automated workflows and integrated forecasting are required to achieve the control, stability, and execution needed to strike effective, intelligence-driven trade fund deals. Automation is not a future-state aspiration. It is the prerequisite for everything that follows, including AI.
The diagnostic question here is not whether your organization has invested in technology. It is whether your trade fund workflows are actually automated end to end, or whether manual steps still sit at the handoffs. Deal terms manually re-entered into a promotional planning system. Accrual calculations managed in spreadsheets. Reconciliation triggered by a calendar event rather than a connected workflow. Each manual step is a gap where leakage enters the process and where automation’s promise remains unfulfilled.
Shared Intelligence: Are You Negotiating From the Same Forecast?
The third benchmark moves from process to decision quality. When your team is evaluating a supplier deal, are both sides working from shared forecast and margin assumptions? Or are the retailer’s volume projections and the CPG partner’s funding expectations built independently, against competing versions of the truth?
The cost of misaligned forecasts is not abstract. It surfaces in missed accruals when volume comes in below what the supplier modeled. It surfaces in disputed claims when the retailer’s performance data does not match the CPG’s reconciliation records. It surfaces in promotions that lose money because the deal was approved against a forecast that neither side had formally agreed to. Shared intelligence means shared forecast and margin assumptions before any commitment is made, not a reconstruction of assumptions after the event has already run.
Lifecycle Pricing Integration: Are Trade Decisions Informed by Pricing and Promotion Performance?
The fourth benchmark is where the most material margin opportunity typically sits, and where most organizations have the widest gap. Are your trade fund decisions made with full visibility into base pricing and promotional performance? Or are they committed in isolation from the pricing and promotions engine?
Trade funds disconnected from lifecycle pricing are not optimized. They are committed blind. A supplier deal approved without knowing the base price trajectory of the items it funds, or without visibility into the other promotional commitments already on the calendar for the same event, is a trade investment made without the information required to evaluate it. The closed-loop model that IDC’s research validates is not a feature. It is the structural requirement for trade fund decisions to produce the margin outcomes they are designed to produce.
Where Does Your Organization Actually Stand?
Most organizations score well on one or two of these benchmarks and have a genuine gap on at least one more. That pattern is one of the most consistent findings in the diagnostic conversations DemandTec runs with Merchandising and Finance leaders across grocery, convenience, and mass retail. The gap between perceived maturity and actual maturity on trade fund collaboration is real, it is common, and it is measurable.
The Executive Lifecycle Pricing Health Check maps your current state against each of these four benchmarks and gives you a concrete view of where the gaps are. It takes 30 minutes. Eric Odens, DemandTec Solutions Architect, runs it personally.
Take the Executive Lifecycle Pricing Health Check: demandtec.com/health-check
Want to start with the IDC research first? Download the full Snapshot at demandtec.com/idc-trade-funds.
Key Takeaways / TL;DR
Knowing the industry has a collaboration problem is different from knowing where your organization sits. IDC’s four benchmarks provide a concrete self-assessment framework.
Visibility requires both sides of the trade relationship to operate from the same real-time data. Most organizations are not there yet.
Automation is the foundation, not an enhancement. Per IDC, automated workflows and integrated forecasting are required before AI can deliver value on trade fund decisions.
Shared intelligence means shared forecast and margin assumptions before commitment, not a post-event reconstruction.
Lifecycle pricing integration is where the most material margin opportunity sits. Trade funds committed without visibility into pricing and promotion performance are not optimized.
FAQ
According to IDC research (US54428526-IS, Ananda Chakravarty, Research Vice President, Retail Merchandising and Marketing Analytics Strategies, IDC, April 2026), the four benchmarks are visibility, automation, shared intelligence, and lifecycle pricing integration. Together they define what best-in-class retailer-CPG trade fund collaboration looks like in practice.
IDC's research is explicit that automated workflows and integrated forecasting are required to achieve the control, stability, and execution needed to strike effective, intelligence-driven trade fund deals. Without that automation foundation in place, AI recommendations cannot compensate for the gaps that manual workflows introduce. Automation creates the conditions AI requires to function effectively.
The Health Check is a 30-minute structured diagnostic run personally by Eric Odens, DemandTec Solutions Architect. It maps your current operation against the four IDC benchmarks and produces a concrete view of where your gaps are largest and where closing the loop would have the most material impact on margin performance.
