YaoVector / Evidence

Mobile Accessories SME: From Process Redesign to Intelligent Operations

An end-to-end redesign spanning planning, production, orders, delivery and sales reduced production cost by 40%, improved on-time delivery by 30% and increased sales by 50%.

Anonymous, authorised caseConsumer Electronics & AccessoriesEvidence reviewed · Aug 2026

01 / Context

Client context and business domain

Consumer electronics accessories · integrated manufacturing and sales operations

A small-to-medium business combining mobile-accessory manufacturing and sales. Published anonymously with authorisation; results use project-baseline indices.

02 / Baseline

Record the starting point before the result

Orders, planning, procurement, production, inventory, delivery and sales data were fragmented and manually coordinated, delaying exception discovery and disconnecting commercial promises from execution.

03 / Implementation

Solution and implementation

  1. 01

    Mapped the order-to-value flow

    Traced opportunities, quotes and orders to locate waiting, rework, information breaks and unclear accountability.

  2. 02

    Redesigned planning, production and delivery

    Aligned material, capacity, scheduling, inventory, quality and delivery commitments with explicit exception escalation.

  3. 03

    Introduced intelligent end-to-end operations

    Used rules and agents to support forecasting, scheduling, risk alerts, order follow-up and operating reviews while keeping people accountable for material decisions.

04 / Operating change

How workflow, organisation and systems changed

Workflow

Orders drove planning, production, inventory and delivery, with exceptions surfaced before customer commitments were affected.

Organisation

Sales, planning, procurement and production aligned around shared order priorities and delivery accountability.

Systems

Core operating data formed a traceable view of orders, cost, capacity, inventory and sales.

05 / Verified outcomes

Before-and-after evidence with definitions, periods and sources

Unit production costUnit production-cost index under the comparable product mix and cost method agreed by both teams.
100 → 60客户授权的项目复盘周期（具体日期未公开） / Client-authorised review period (dates withheld) · 客户授权的项目复盘数据 / Client-authorised project review data
On-time order deliveryIndex of orders delivered by the customer-confirmed due date.
100 → 130客户授权的项目复盘周期（具体日期未公开） / Client-authorised review period (dates withheld) · 客户授权的项目复盘数据 / Client-authorised project review data
Sales revenueSales-revenue index within the business scope agreed for the review.
100 → 150客户授权的项目复盘周期（具体日期未公开） / Client-authorised review period (dates withheld) · 客户授权的项目复盘数据 / Client-authorised project review data

07 / Reusable learning

What others can reuse

  1. 01

    For manufacturing SMEs, intelligence should begin with the order-to-delivery chain, not isolated tool purchases.

  2. 02

    Cost, on-time delivery and growth must share the same order and capacity facts.

  3. 03

    Automate frequent judgements while keeping named people accountable for commitments and exceptions.

Next step

Start with your own operating baseline

We first confirm metric definitions, data sources and accountability before deciding whether focused validation is warranted.

Book a focused diagnostic
Read the Cookie Notice