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Strategy & Planning · Supply Chain

70% of S&OP Failures Stem from Data Trust Gaps

According to www.supplychainbrain.com, 70% of S&OP failures stem from data mistrust — not process design. The report identifies two top failure drivers: inconsistent data sources and lack of executive buy-in. Experts stress that S&OP requires a single trusted dataset, cross-functional inclusion (sales, operations, finance), and aligned KPIs tied to shared outcomes like service level and margin. Cadence varies by industry complexity — monthly for retail, quarterly for stable sectors — and accountability must extend beyond targets to process ownership and decision velocity.

Original source: supplychainbrain.com

70% of S&OP Failures Stem from Data Trust Gaps

According to www.supplychainbrain.com, 70% of S&OP failures stem from persistent mistrust in underlying data, turning planning sessions into debates over whose numbers are ‘right’ rather than collaborative problem-solving. The source states this is the most common reason S&OP breaks down — second only to lack of executive buy-in, which leads to ‘analysis paralysis’ instead of forward-looking, fact-based decisions.

Why Cross-Functional S&OP Falters

Sales and operations planning (S&OP) serves as a critical alignment tool across demand, supply, and financial goals — yet its success hinges on foundational discipline. As Lori Gipp, vice president of product management for logistics software provider TransImpact, emphasizes:

“I would really advise virtually every supply chain organization to implement S&OP.”

However, the source notes that departments — sales, operations, finance — often operate with divergent goals and metrics, creating friction without a unifying process.

Building a Single Version of the Truth

A core prerequisite is establishing one shared dataset — what the source calls ‘a single, agreed-upon version of the truth.’ According to TransImpact S&OP product owner Lisa Baber:

“It’s about getting everything in one place, so you can spend more time analyzing and less time having internal friction about your data.”

Without visibility into that core data, teams default to squabbling — a key driver of S&OP ineffectiveness, per Gipp.

Operational Cadence & Accountability

The source stresses that cadence must match business complexity: less-disrupted organizations may sustain quarterly reviews, while fast-moving sectors like retail typically require monthly meetings. Initial commitments can be minimal — e.g., fixed time blocks per function — then scaled as S&OP demonstrates value and reduces daily fire drills. Accountability extends beyond hitting targets; it includes owning the process itself, ensuring all voices are heard (e.g., finance for cash flow, sales for demand realism, operations for feasibility), and resolving tensions — such as sales pushing volume versus supply chain managing inventory costs — through quantified tradeoffs.

KPIs That Unify, Not Divide

Effective S&OP does not invent new KPIs but aligns existing functional metrics — service levels, margin, profitability — so they reinforce shared outcomes. The source explains that when KPIs pull teams in opposing directions, S&OP becomes the only forum where those tensions can be surfaced, quantified, and resolved in service of the whole business.

Source: Supply Chain Brain

Compiled from international media by the SCI.AI editorial team.

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