Skip to main content

Retrend AP Views Overview

Updated this week

New OOTB Views specifically related to retrend have been added along with supporting metrics to enable in-season, exception-based reforecasting directly in line planning.

Retrending leverages recent sales performance (typically ~8 weeks of “good week” data), removes outliers, and adjusts forecasts using ML (Triple Exponential Smoothing) — while preserving the sales curve shape and seasonality.


How the views work together

These two views are designed to be used in tandem:

  • Top: Retrend Line List View

    • Provides a high-level summary of retrend impact

    • Shows total lifecycle changes (launch → end date)

    • Enables quick identification of exceptions (e.g., large ±% changes)

  • Bottom: Sales Curve / Retrend View

    • Available in the lower metrics panel

    • Provides a weekly diagnostic view of ACT performance vs. original plan

    • Grouped by cluster, reflecting how retrend is calculated

Top = what changed
Bottom = why it changed


New metrics introduced

To improve transparency into retrend behavior:

  • Retrend Adjustment Rate

    • (Gross Sales Units System – Original Forecast Units) / Original Forecast Units

    • Shows how much the system is planning up or down vs. the original plan

  • Gross Sales ACT vs. Original Plan

    • Core driver of retrend

    • Evaluated week-by-week (not aggregated) to determine adjustments

These align with how Toolio retrending works — analyzing weekly performance, smoothing results, and updating forward forecasts.


Key controls

  • Lock Forecast: When locked, retrend results are written to the system scenario only — your plan (including any manual adjustments) is not overwritten. Use the cycle: unlock → save → rerun → relock to deliberately adopt retrend.

  • Disable Retrend: Turns off retrend for specific choices (e.g., sell-down, low inventory, unstable demand). Note: this is set at the Choice level and affects all offerings within that choice. Pricing, return profiles, and promo causals still recalculate — only the trend rebasing is skipped.

Retrend runs automatically with each forecast refresh, but only updates when there are enough valid ("good") weeks of data. Prior to using these views, a best practice is to ensure the forecast has been run this week.


Recommended workflow

  1. Sort by Gross Sales Plan and/or Retrend Adjustment Rate

  2. Review Retrend Adjustment Rate

  3. Drill into the bottom view to understand weekly drivers

  4. Take action:

    • Partially accept via → disable → adj ROS→ lock→ enable

    • Update inputs (e.g., sales curve) if the root cause is planning inputs

    • Accept retrend (if locked) → unlock → save → rerun → relock

    • Disable retrend if not applicable


Best practices

  • Refresh forecasts weekly to keep retrend current

  • Validate whether changes are driven by:

    • True demand shifts → adopt retrend

    • Input issues (curve, ROS) → adjust inputs instead

Updating forecast inputs will recalculate both the original forecast and retrend.


Summary

This setup provides a single workflow to monitor, understand, and act on retrend, combining:

  • OOTB visibility (Toolio Retrend Line List view)

  • Clear drivers (new metrics)

  • Diagnostic depth (Sales Curve / Retrend View)

Enabling faster, more confident in-season plan adjustments.

Did this answer your question?