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Home > Global Trends> Achieve End-to-End Planning: Lessons from Ping Case Study
Global Trends 01/28/2026

Achieve End-to-End Planning: Lessons from Ping Case Study

Watch: Achieving End-to-End Planning at Ping: A Case Study

Introduction: The “Black Box” of Warehouse Operations

For many warehouse managers, the supply chain feels less like a chain and more like a series of disconnected islands. You operate in a reactive state. Sales teams close deals without checking stock levels, procurement orders materials based on outdated spreadsheets, and finance sets budget targets that don’t align with operational realities.

The result? The warehouse becomes the “shock absorber” for the entire company’s planning failures.

Common Operational Pains:

  • The Bullwhip Effect: Small fluctuations in customer demand cause massive chaotic waves by the time they reach the warehouse floor.
  • Inventory Imbalance: You are simultaneously overstocked on obsolete items and stocking out on high-demand SKUs.
  • Labor Inefficiency: You are constantly paying for overtime to handle “emergency” rush orders, or paying staff to stand idle during lulls.

This chaos stems from a lack of End-to-End (E2E) planning. The solution is not just working harder; it is about fundamentally changing how data flows through your organization.

In this guide, we will explore the methodology behind Watch: Achieving End-to-End Planning at Ping: A Case Study. By analyzing the successful transformation at Ping Identity, we will extract actionable steps that warehouse managers can use to dismantle silos and build a resilient, transparent operation.

As we discuss bridging these gaps, it is crucial to understand the foundational processes involved. For a deeper dive into the collaborative aspect, see our guide on 5 Steps to Build an S&OP Process That Actually Works.

Solution: What is the “Ping” Approach to End-to-End Planning?

Ping Identity, a leader in intelligent identity solutions, faced a classic challenge: rapid growth, complex product lines (blending software and physical hardware tokens), and data scattered across disjointed spreadsheets. Their story, highlighted in Watch: Achieving End-to-End Planning at Ping: A Case Study, demonstrates the shift from “Excel chaos” to “Connected Planning.”

For a warehouse manager, the “Ping Approach” means moving away from viewing the warehouse as a storage facility and viewing it as a critical data node in a unified network.

The Core Philosophy: Connected Planning

The central thesis of the case study is that planning cannot happen in isolation. Financial planning, supply chain planning, and sales planning must be continuous and interconnected.

Transformation: Traditional vs. Connected Approach

Feature Traditional Warehouse Planning The “Ping” E2E Approach
Data Source Multiple, conflicting spreadsheets (Excel hell). Single Source of Truth (Centralized Data).
Visibility Historical (looking at last month’s reports). Real-time (looking at current pipeline).
Communication Linear (Sales -> Ops -> Warehouse). Circular/Networked (Everyone sees the same data).
Response Reactive (Firefighting). Proactive (Scenario Planning).
Focus Cost minimization per unit. Margin maximization and Service Level.

By adopting this mindset, warehouse managers stop asking “What happened yesterday?” and start asking “What does the sales pipeline look like for next month, and do we have the capacity?”

Process: Implementing E2E Planning in Your Warehouse

You might not have the budget for enterprise-grade software immediately, but you can implement the principles of the Ping case study today. Here is a step-by-step guide to achieving E2E planning from a logistics perspective.

Step 1: Unify the Data (Establish the Single Source of Truth)

The biggest hurdle Ping faced was data latency and inaccuracy caused by manual spreadsheets.

Actionable Steps:

  1. Audit Your Data: Identify every spreadsheet used to make warehouse decisions. Who owns them? How often are they updated?
  2. Centralize Inventory Visibility: Ensure your WMS (Warehouse Management System) is the absolute authority on inventory levels.
  3. Integrate Systems: Push for API connections between your ERP, WMS, and CRM. If automated integration isn’t possible yet, establish a strict “One Sheet” policy where all departments reference a single, cloud-hosted master file rather than emailing versions back and forth.

Step 2: Bridge the Gap with Sales and Finance (S&OP)

In the Ping case study, success came from aligning finance’s revenue goals with operations’ ability to deliver. As a warehouse manager, you must demand a seat at the planning table.

Actionable Steps:

  1. Attend Sales Meetings: Do not wait for the orders to drop. Understand the promotional calendar. If Sales plans a “Buy One Get One” event, your labor planning needs to adjust weeks in advance.
  2. Share Capacity Constraints: Educate Finance and Sales on physical limitations. “We can hit that revenue target, but our dock doors can only handle 50 trucks a day. We need to spread the shipments.”
  3. Implement S&OP: If your company lacks a formal Sales and Operations Planning process, start one.

See also: 5 Steps to Build an S&OP Process That Actually Works

Step 3: Shift from Static to Rolling Forecasts

Ping Identity moved away from annual budgets that were obsolete by February. They adopted rolling forecasts.

Actionable Steps:

  1. Shorten Planning Cycles: Instead of planning inventory for the year, plan for the next 12 weeks, updating every week.
  2. Analyze Variance: Every week, compare what was forecast vs. what actually shipped.
  3. Feedback Loop: Report this variance back to Sales. If they consistently over-forecast by 20%, adjust your labor planning down by 20% to save costs, regardless of their optimistic numbers.

Step 4: Scenario Planning (The “What-If” Analysis)

The ultimate goal of the methodology found in Watch: Achieving End-to-End Planning at Ping: A Case Study is agility.

Actionable Steps:

  1. Prepare for Volatility: Create three scenarios for the upcoming quarter: Best Case, Worst Case, and Most Likely.
  2. Resource Mapping:
    • If demand spikes 30% (Best Case), do we have the temp agency contacts ready?
    • If demand drops 30% (Worst Case), can we consolidate storage aisles to save energy/maintenance?
  3. Pre-Mortems: Before a peak season, gather your team and ask, “Assume it’s three months from now and we failed. Why did we fail?” Fix those issues now.

Results: The Impact of Connected Planning

When you successfully apply the principles from the Ping case study to your warehouse operations, the metrics shift from “survival” to “growth.”

Quantitative Improvements

Before & After Implementation

Metric Before E2E Planning After E2E Planning
Forecast Accuracy 85% (Reliable planning)
Inventory Holds High safety stock “just in case” Optimized levels aligned with demand
Order Cycle Time Variable (2-5 days) Consistent (24-48 hours)
Overtime Costs High (constant firefighting) Reduced (planned labor usage)
Stockouts Frequent during peaks Rare (proactive replenishment)

Qualitative Improvements

  • Cultural Shift: The warehouse team stops blaming Sales for “dumping” orders, and Sales stops blaming the warehouse for “being slow.” Both sides understand the constraints and goals.
  • Strategic Value: The warehouse manager transitions from a tactical executor to a strategic advisor. You provide data that helps the company decide what to sell based on what can be fulfilled profitably.

Summary: Keys to Success

Implementing the lessons from Watch: Achieving End-to-End Planning at Ping: A Case Study is not about buying the most expensive software suite tomorrow. It is about Digital Transformation (DX) of the mindset.

Three Takeaways for Warehouse Managers:

  1. Data Over Instinct: Stop relying on “gut feeling” or ten-year-old habits. Use data to drive decisions.
  2. Break the Silos: Actively reach out to Sales and Finance. If you are not in the loop, you are the bottleneck.
  3. Agility is King: The plan is nothing; planning is everything. Build a system that allows you to pivot quickly when the market changes.

End-to-End planning turns the lights on in the supply chain. By following the Ping Identity example, you can ensure that your warehouse is not a black box of costs, but a transparent engine of profit.


For more strategies on aligning your teams and reducing operational chaos, read our detailed guide on 5 Steps to Build an S&OP Process That Actually Works.

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