Planning data integrity for apparel and outdoor brands

Planning data you can trust, before it breaks.

MuraFlow catches errors at entry, flags late styles and colors, tracks every change, and hands your team one clean, consolidated forecast. No more chasing spreadsheets.

Join early access See how it works

The problem

Forecasts run through a fragile chain. Every handoff adds risk.

Multi-season planning moves through people, systems, and spreadsheets. When data breaks along the way, analysts lose days cleaning it, and decisions get made on numbers nobody fully trusts.

01

At the source

Product data is entered incorrectly or after deadlines, so styles and colors get missed when templates roll out.

02

At submission

Planners fill out cumbersome emailed templates. Structures get altered, formulas get overwritten, and garbage in becomes garbage out.

03

Downstream

Errors cascade into reports and buys. Nobody can trace what changed or when, and leadership can’t see where the process breaks.

How it works

Prevent the mess instead of cleaning it up.

MuraFlow sits between the systems you already use and covers the whole chain, from the first product entry to the final consolidated forecast.

  1. 1 · Monitor

    Watches source systems for new, changed, or late style and color entries.

  2. 2 · Cleanse

    Catches impurities before they flow downstream and routes fixes to whoever made them.

  3. 3 · Standardize

    Builds locked templates for each region, with live validation in a web hub or Excel.

  4. 4 · Catch late adds

    Flags anything entered after rollout and pushes it into the right templates.

  5. 5 · Log every change

    Keeps a full audit trail with deadline compliance tracking.

  6. 6 · Consolidate

    Delivers one clean dataset to your dashboards and downstream systems.

  7. 7 · Report data health

    Shows where the planning process breaks and how it improves over time.

Data health insights

See how healthy your planning process really is.

Leaders get a clear view of process accountability and risk. Instead of “the data was messy this season,” you see which teams need support, where deadlines slip, and how much risk was avoided.

Late submissionsBy region, team, or merchandiser
Late adds caughtStyles and colors that would have been missed
Version historyWhat changed, who changed it, and when
Cleanup savedHours recovered and error trends over time
MuraUnevenness, irregularity

In lean operations, mura is the waste of unevenness. Smoothing uneven demand and supply is what planning exists to do. MuraFlow removes the unevenness in your planning data so work can flow.

Early access

Help shape MuraFlow.

We’re talking with merchandisers, demand planners, analysts, and planning leaders now. Join the early access list to share your perspective and be first to try it.

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