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Solutions / CDH

Commerce operations,
in one connected flow.

Connect products, orders, inventory and settlements
to reduce daily repetitive work.

Adoption & collaboration ↗Applied workflows ↓

Built in-house and applied in our own operations.

Operational data

Files · API
Field records

Commerce Data Hub

CDH

  • Products · SalesAggregate sales and cancellations
  • Inventory · Stock movementsReconcile and check quantities
  • Purchasing · OrdersPrepare order proposals
  • Costs & settlementReconcile auxiliary ledgers
  • Marketing · ReportsCompare ads and periods
  • Customer service · ReturnsLink inspections and evidence

Next steps

Documents · Reports
Review and processing history

Connecting data for use in daily operations

Workflows in use

From manual copying
to connected workflows.

Illustrative sales and cost ledger with synthetic data; Korean interface
Review sales and costs together.Illustrative screen with synthetic data; Korean interface · Click to enlarge

Auxiliary cost and settlement ledgers · Excludes formal accounting entries and tax filing automation

Collect · Organize

  1. Files · API
  2. Validate
  3. Retain originals
  4. Operations interface

Ad reports

  1. Ad data
  2. Aggregate by period
  3. Compare
  4. Report

Packing · Inbound

  1. Box plan
  2. Worksheet
  3. Inbound file
  4. Check · Print
Operating foundation
  • Retain originals and history
  • Scheduled runs
  • Check failures · Retry
Technical foundation ↗

ReturnCam · Our own operations

Returns processing task

Before20+ min
→
After3min
  1. Inspection assessment
  2. Photo and video evidence
  3. Processing history

Operator-provided figures · One task in our own operations.
Not the total time for collection, refund and settlement.

Illustrative return inspection, evidence and processing history with synthetic data; Korean interface
Inspection and processing records in one place.Illustrative screen with synthetic data; Korean interface · Click to enlarge

Automation for growing workloads

As work grows,
reuse the same flow.

Growing volume

Repetitive work

More orders and data

Reuse connected workflows

Automation

Collection · Reconciliation · Documents · Reports

Work people retain

Review and decisions

Exception checks · Physical tasks

As the same repetitive work grows, so can the total time saved. Results depend on volume and automation scope.

Hypothetical example · Not measured results
Assume 5 people’s workload before − 1–2 after

Assumed workload reduction3–4 people’s work

Illustration based on staffing assumptions, not a maximum effect

Annual labor-cost equivalentKRW 180–240m

3–4 × KRW 5m total monthly labor cost × 12 months

These are not actual headcount reductions or cash savings. System operation and maintenance costs are separate. Future AX effects are excluded.

Calculation and source
Assumed manual workload
5 people’s work
Assumed remaining workload
1–2 people’s work
Arithmetic midpoint
3.5 people’s work · Approx. KRW 210m/year

These staffing inputs are assumptions, not the result of a full workload or time study. Review, exceptions and physical work remain. Actual effects depend on volume and automation scope.

The assumed total monthly labor cost of KRW 5m rounds the approximately KRW 5.01m figure for firms with 10–29 employees in the Ministry of Employment and Labor’s 2025 Corporate Labor Cost Survey (published September 2026, Korean source). This is not a direct statistic for firms with fewer than 10 employees or for individual roles.

Future AX · In development and validation

Technology to prepare
the next decision.

Prepare response drafts

Find document differences

Operational summaries and suggestions

People make the final checks and decisions. Future AX benefits are excluded from the calculation above.

Where can we start
to reduce time-consuming work?

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