CONSUMER GOODS · PRIVATE EQUITY
Connecting the plan
to daily operations.
Inside a consumer-goods engagement: how Aperture followed the work from sales to delivery, traced the gaps, and built an agent and dashboard around them.
- Industry
- Consumer goods
- Client
- PE-backed company
- Starting scope
- Four-week diagnosis
- Outputs
- Map, agent & dashboard
The company had a sales plan, purchase orders, production updates, and warehouse records. Getting an operating picture from those pieces depended on people bringing them together.
A private equity sponsor brought Aperture into a consumer-goods company to understand that work end to end. The engagement began as a four-week diagnosis of order-to-delivery: how demand became a purchasing decision, how manufacturers committed supply, and how goods reached customers.
The question was practical. When the plan changed, where did that change need to go? Who had the information, who could act, and what happened between those two points?
01 / THE OPERATING GAP
Planning and execution ran on different clocks.
Production decisions were made well ahead of delivery. Retail promotions could be confirmed only days before they ran. A supply commitment that made sense against one version of the plan could be wrong by the time demand became clear.
That mismatch passed through several teams. Sales held the latest view of demand. Purchasing worked against supply commitments. Logistics reconciled stock across warehouses. Each team held part of the answer, and the meeting was where the pieces were brought back together.
“I want the plan and reality to exchange corrections flexibly. A meeting is too coarse an instrument to tune that.”
The gaps showed up in everyday decisions.
Inventory scattered across warehouses became a single picture in one person’s daily spreadsheet. The file was valuable because someone had done the reconciliation work. It also concentrated the knowledge of how to produce that picture in one person.
Uncertainty affected purchasing as well. A stockout was immediately visible, while excess inventory was easier to overlook. The diagnosis found decisions being biased toward more stock, without a shared view of how those choices accumulated.
The commercial consequence went beyond operating effort. Promotions were being held back because supply could not support them. Understanding the supply constraint mattered to the growth plan as much as it mattered to the cost base.
02 / FOLLOWING THE WORK
Trace the handoff, then trace the record.
Aperture mapped the order-to-delivery workflow across sales, purchasing, outsourced production, logistics, and settlement. The useful unit of analysis was a handoff: the information one team needed from another to make the next decision.
The map connected those steps to their records and owners. Assumptions were tagged to the people who could confirm them. Bottlenecks carried a method for estimating their cost, so the conversation could move from a broad concern to a specific improvement candidate.
- 01SalesSales plan
Channel demand & promotions
- 02PurchasingPurchase orders
Orders & supply commitments
- 03ProductionProduction updates
Manufacturer schedules
- 04LogisticsWarehouse records
Stock & deliveries
- 05SettlementSettlement files
Channel reconciliation
At each handoff: the record, the decision, and the person responsible.
This made the timing problem more concrete. A monthly planning process and a daily stock decision could appear in the same workflow, with the gap between them visible. The team could discuss where an update was missing, who needed it, and which action it should change.
It also gave the sponsor a way to distinguish a reporting problem from an operating problem. A number could be difficult to assemble, a commitment could be out of date, or a decision could be waiting on another team. Those problems call for different fixes.
03 / WHAT WE BUILT
The map became the basis for the next step.
The engagement produced three connected outputs. The process map described the work. A custom internal agent addressed production-forecast imbalance. A dashboard brought operating variables into one view for the sponsor and team.
An operating map
Order-to-delivery across the company and its external partners, with assumptions assigned to the people who could verify them. This gave the improvement discussion a common reference.
Answers: where does the work break down?An agent for forecast imbalance
A custom agent tracked open orders and supply commitments against the live plan. It gave the team a way to see discrepancies between planning meetings and decide what needed attention.
Answers: what changed, and what needs a response?A shared operating dashboard
Sales, inventory, purchasing, and delivery variables appeared together, with alerts routed to the person able to act. The sponsor could return to a consistent operating view.
Answers: what is happening across the workflow?The connection between those outputs mattered. The dashboard showed what needed attention; the map explained the work behind it; the agent supported a recurring task within that work. The team’s knowledge of the process remained part of how the system was designed.
04 / WHAT CHANGED
A picture the team could return to.
The sponsor’s stated goal was ongoing visibility into how the company operated. The diagnosis established the process view, and the agent and dashboard provided a way to keep working with that view after the initial investigation.
“Aperture helped us go from discovery to fixes in weeks: an agent for forecast imbalance, and a dashboard we check every day.”
The practical change was a clearer connection between the operating picture and the next decision. The sponsor could look across the workflow. Operators could trace a problem to the records and handoffs behind it. Improvement work could begin with a defined task and an accountable owner.
This engagement illustrates how Aperture approaches the first workflow: understand the records and decisions it depends on, make the gaps visible, and build around a recurring job the team already needs to do.
Start with the workflow
your team already knows.