Case studies and use cases

Demonstration systems and operational situations.

The demonstrations shown here run on synthetic data and illustrate systems that are realistic to build.

From order received to validation, without line-by-line re-entry.

  1. 01Receiving an email, PDF or spreadsheet
  2. 02Extracting the information
  3. 03Checking references, quantities and prices
  4. 04Detecting discrepancies
  5. 05Human validation
  6. 06Preparing the data for the ERP
  7. 07Tracking and follow-up

The system does not replace the team. It hands them an already prepared case and the points that genuinely need their attention.

Example of an operational system

Case CMD-2026-2847

Order received

Email · Order_2847.pdf

Extraction completed

37 lines detected

Checks performed

References · quantities · prices

Exceptions flagged

3 discrepancies to review

3

Approval required

Order ready for review

05

Order prepared for human approval

Illustration based on synthetic data. The customer’s business rules, tools and approvals remain in control.

Four families of operational situations.

Sales order processing, orders and quotes

Problem
Orders arrive by email in inconsistent formats and are re-entered line by line.
What the system prepares
Line extraction, consistency checks, flagged discrepancies and data prepared for the ERP.
What stays human
Approving exceptions, commercial trade-offs and confirming with the customer.
Indicators
Time per order · discrepancies caught before entry · share of orders prepared automatically.

Purchasing and supply

Problem
Availability requests, follow-ups and lead-time comparisons are scattered across emails and files.
What the system prepares
Grouped requirements, requests sent and tracked, automatic follow-ups, comparison table.
What stays human
Supplier selection, negotiation and purchase commitment.
Indicators
Supplier response time · manual follow-ups avoided · delays detected.

Internal applications and tools

Problem
A critical process runs on a shared spreadsheet or a tool that no longer fits the business.
What the system prepares
A single interface, explicit statuses, checks at data entry and reliable reporting.
What stays human
Business decisions, priorities and exceptions.
Indicators
Adoption · steps removed · time to process a case.

CRM, inbound requests and follow-ups

Problem
Inbound requests are spread across several channels and some are never answered.
What the system prepares
Centralised requests, initial qualification, assignment and scheduled follow-ups.
What stays human
The commercial response, detailed qualification and the customer relationship.
Indicators
First response time · unanswered requests · follow-up completion rate.

What does manual processing of a workflow really cost today?

per month
minutes
€ / hour

Cost of the current way of working

Hours spent each month
40 h
Hours spent each year
480 h
Estimated annual cost of the current process
€18,240

This estimate measures the cost of the current way of working. How much can actually be automated is determined during the diagnostic and verified during the pilot. Nothing you enter is stored or transmitted: the calculation runs in your browser.

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