Distribution and commerceWorking solution
One workspace for seven commercial tools
A production hub brings price analysis, assortment ABC analysis, order reconciliation, product search, content drafts, and team work into one controlled interface.
01
Before
Repeated operations lived in separate spreadsheets, macros, and disconnected scripts. Employees had to know where every tool was and how to validate it.
02
Automation
Each tool received a clear input contract, a reproducible output, an owner, and an acceptance rule behind shared access and audit.
03
Transformation
The company can now manage commercial capabilities as a portfolio: reuse identity and controls, onboard new tools consistently, and measure adoption per process.
Evidence and current stage
The first release is running in a separate production environment. Authentication, external APIs, the corporate language model, backup, and recovery were tested; business acceptance is the next gate.
Controls
Price, order, customer, and publication outputs remain drafts until a responsible employee approves them.
Which process should become your first case?
We can map the path from today’s manual work to a controlled AI-enabled operating model.