Case study / D2C consumer brand

Building the Planning and Fulfilment Backbone Behind a Growing Consumer Brand

Demand turned into RM / PM requirements, semi-finished and finished production, and 3PL fulfilment through ClickPost — with COGS visible across the process.

  • Consumer brand
  • RM + PM planning
  • SFG → FG production
  • 3PL + ClickPost
godesi.in (opens in a new tab)
Industry
D2C consumer foods
Operating model
Planned production with SFG and FG stages
Materials
Raw materials (RM) + packaging materials (PM)
Fulfilment
3PL + ClickPost
Core areas
Demand planning · RM/PM planning · Procurement · Production · Inventory · COGS

[ The Turning Point ]

Watch theTransformation Story.

Go behind the systems and see the operating decisions that shaped the transformation.

The Turning PointBuilt from Experience.Inside the Decisions That Shape Businesses.D2C consumer brand · GO DESi

[ The operation before ]

Demand in one place.Materials in another.

Every week the same question: given what we expect to sell, what do we need to buy and make — and is the stock where it needs to be? The answer lived in spreadsheets.

  • PlanDemand · Production
    • Expected demandSales discussion
    • Production planSpreadsheet
    • BOMsSeparate sheets
  • MaterialsRM · PM
    • RM requirementsWorked out by hand
    • PM requirementsWorked out by hand
    • Stock countsPeriodic
  • Ship3PL · ClickPost
    • 3PL stockPartner reports
    • ShipmentsClickPost
    • Product costEstimated
Requirements calculated by hand

Each week, demand is turned into RM / PM needs in spreadsheets — after the stock has already moved.

Areas working apart
03
Separate records
09
Automatic shortage alerts
00

[ Where it broke ]

Same pouch.Nobody saw it run out.

Raw and packaging material needs were calculated outside the system that held BOMs and stock — so a critical material could fall short before anyone noticed.

  1. The stock sheet was updated once a week.

  2. The purchase plan still assumed the opening balance.

  3. Nothing flagged the material crossing its critical level.

  1. Below the critical level — no alert raised
  2. Packing stops: the pouches have run out

Illustrative figures · pcs

[ How we approached it ]

From expected demandto every material.

Akhilam built the backbone from demand to fulfilment — demand translated into RM / PM requirements through multi-level BOMs, with COGS visible throughout.

  1. 01

    Understand

    Traced how expected demand became buying and making decisions each week.

  2. 02

    Design

    Demand → RM / PM requirements → SFG → FG, on multi-level BOMs.

  3. 03

    Connect

    Procurement, production, 3PL and ClickPost on the same inventory record.

  4. 04

    Run

    COGS across the process, and threshold alerts before materials run short.

What we built

  • Procurement
  • Production
  • Multi-level BOM
  • Demand planning
  • RM / PM planning
  • COGS
  • ClickPost integration
  • 3PL
  • Stock threshold alerts

[ The operating journey ]

One forecast.Every material accounted for.

Follow one week’s expected demand through the new planning backbone.

  1. Stage 01Planning

    Expected demand is set for the week

  2. Stage 02PlanningRequirements set ✓

    BOMs explode demand into RM and PM requirements against stock

  3. Stage 03SystemAlert raised ✓

    A packaging material falls below its threshold — an alert is raised

  4. Stage 04Production

    Semi-finished goods are made from received raw materials

  5. Stage 05Production

    Finished goods are packed with their packaging materials

  6. Stage 06Fulfilment

    The 3PL stores the stock; ClickPost ships the order

  7. Stage 07Finance

    COGS carries material and production cost to the SKU

[ Process & capability exhibits ]

How the key processesnow work — try them.

Each exhibit is interactive. The values are illustrative; the logic is how the system works.

Exhibit 01Demand exploded into RM / PM requirementsChange the expected demand
SFG to make600 kg2 materials short → PO suggested
  • RMJaggery270 / 380 kg
    Covered
  • RMRoasted peanuts210 / 260 kg
    Covered
  • RMSesame120 / 90 kg
    Short by 30 kg · raise PO
  • PMPouch · 50 g12,240 / 9,000 pcs
    Short by 3,240 pcs · raise PO
  • PMCarton · 48 packs250 / 300 pcs
    Covered

On hand Requirement

Illustrative product and BOM. In the system the BOM, current stock and planned production drive this calculation.

Exhibit 02Stock threshold alerts, before the line stopsStep through the week

Every critical material above its threshold.

MaterialStockThresholdStatus
RM · Jaggery (kg)640250OK
RM · Peanuts (kg)420200OK
PM · Pouch 50 g9,0003,000OK
PM · Carton410120OK

Illustrative materials, stock and thresholds. Thresholds are configured per material.

Exhibit 03Batch genealogy — from materials to doorstepSelect any record
7 linked records
Semi-finished
Materials
Finished-goods batchGD-FG-2409-07
Product
Snack pack · 50 g
Packed
Line 1 · 21 Sep
Status
At 3PL · shipping

Select any record to see its link to GD-FG-2409-07.

3PL
Shipped via ClickPost

Illustrative batches and lots. Selecting a material lot shows which other batches used it.

Exhibit 04ClickPost fulfilment, connected to inventorySelect a shipment
  1. Order allocated from 3PL stockpassed
  2. Packed & manifestedpassed
  3. Picked up · ClickPostAWB generatedpassed
  4. In transitpassed
  5. Deliveredpassed
Outcome

Delivered — status flows back from ClickPost to the order automatically.

Illustrative shipments.

[ Before vs after ]

What changed,line by line.

  1. Before: Demand discussed, not translatedAfter: Demand drives manufacturing requirements
  2. Before: RM / PM needs in spreadsheetsAfter: RM / PM calculated from BOMs and stock
  3. Before: One flat production structureAfter: SFG and FG on multi-level BOMs
  4. Before: 3PL and shipping outside the systemAfter: 3PL and ClickPost on central inventory
  5. Before: Shortages found on the packing lineAfter: Threshold alerts before materials run out
  6. Before: Cost per product estimatedAfter: COGS visible across the process

[ Business outcomes ]

What changed wasn't one process.It was how the whole operation runs.

  1. PlannedDemand translated into RM / PM and production requirements
  2. StructuredSFG and FG production on multi-level BOMs
  3. Connected3PL and ClickPost linked to central inventory
  4. VisibleCOGS and stock available to management
  5. PreparedReplenishment alerts before critical materials run short
  6. ScalableA backbone ready for more SKUs and channels

Outcomes are described qualitatively. Figures appear only where validated by the business.

[ Client perspective ]

Hear it in the film
Planning for growth
“Placeholder for a client-approved quote on what changed in planning for growth.” 
Founder· GO DESiPlaceholder · replace with client-approved wording

[ Go deeper ]

The ConnectedD2C Brand.

Our research and implementation perspective on demand planning, quality-gated production, 3PL and quick-commerce fulfilment, product costing and cash for growing consumer brands.

  1. 01Demand → materials planning
  2. 02Quality-gated production
  3. 033PL, quick commerce + margin

Business email, first name and company — nothing more.

[ Could this be your business? ]

Growing demand,guessing materials?

If several of these sound familiar, you are where this business was before one planning backbone.

  • Expected sales are not turned into a material plan systematically.
  • RM and PM requirements are worked out in spreadsheets.
  • Semi-finished and finished stages share one flat structure.
  • 3PL and shipping data sit apart from your inventory.
  • You find out about a material shortage on the packing line.

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