AIready

Works

Works

A selection of data readiness projects across manufacturing, wholesale, services, and more. Many engagements cannot be published for confidentiality reasons — ask us about projects close to your industry or scale.

Wholesale / Master data

Wholesale: Customer Master Deduplication & Integration

Integrated customer master data managed separately across five business systems. We resolved naming inconsistencies and duplicates, and assigned shared IDs across the company.

Manufacturing / Form digitization

Manufacturing: From Paper Inspection Records to Structured Data

Replaced handwritten inspection sheets with iPad entry and OCR, accumulating structured data — through to automated quality monitoring and monthly reporting.

Services / AI readiness

Services: Customer Master Cleanup & Recommendation Platform

Cleaned and integrated customer data riddled with naming inconsistencies, building a foundation ready for AI-powered product recommendations.

* Details are abstracted to respect confidentiality obligations.