Legacy flow audit and risk scoring
Less operational fragility
Service
Modernize fragile file, email and SharePoint flows without waiting for a full enterprise platform replacement.
What we solve
Less operational fragility
Safer incremental change
Visible ROI before a large rebuild
What you get
Every file, email, reminder and manual validation in the current workflow, mapped and scored.
Which fragile steps can break the brand promise first, and what each one costs to fix.
The highest-value slice automated first, proving the pattern on real files within weeks.
Old and new flows run in parallel until the numbers prove the new one, then the old one retires.
Where it sits
Every engagement plugs into the same governed pipeline. This service strengthens its part of the flow without breaking the rest.
Onix x Duscholux
Automated factory warranty and serial number data from four European factories into a PIM-ready operational pipeline.
Very precise and well documented. Documents were ready to be turned into code. AI support in development is the part that matters. An in-depth process design is key to achieve it.
Client-side project review, Duscholux
How we deliver
Diagnosis first, scoped delivery second, measurable operation third. That order keeps automation precise instead of decorative.
Identify systems, owners, file flows, exceptions and the business cost of manual work.
Define data contracts, validation rules, enrichment logic, roles and acceptance criteria.
Implement the workflow layer, integrations, admin panel and notifications.
Test with actual factory exports, edge cases and stakeholder reviews.
Monitor results, improve quality and scale the pattern to more factories and processes.
Service FAQ
More general questions live in the full FAQ.
Rescue first. Most gaps live between systems and respond to a controlled automation layer. Rebuild only when the audit proves the core model itself is wrong.
No big-bang cutover. Flows run in parallel, results are compared on real data, and the switch happens only after the numbers agree.
Other services
Add operational analytics, anomaly detection and AI-supported development workflows on top of trusted manufacturing data.
Turn factory-specific warranty exports into a governed pipeline that validates, transforms, enriches and publishes clean data to PIM, ERP and service teams.
Connect production data, product data and customer service workflows without forcing a heavy ERP customization project.
Project triage
Share the workflow, systems and data sources. We turn it into a clear next step: rescue, integration, admin panel, or a fuller automation build.