01
Reconciliation & data matching
Processes where teams repeatedly compare records across systems, investigate mismatches and resolve exceptions.
COMMERCIAL PROCESS IMPROVEMENT
Find the repetitive work.
Build a better way to handle it.
mCLEAN Commercial helps businesses identify time-heavy operational processes and test practical ways to simplify, automate and improve them.
WHAT WE SOLVE
Four areas where repetitive work can become expensive.
02
Reporting & data preparation
Recurring work that involves collecting, cleaning, combining and rebuilding the same reports every day, week or month.
03
High-volume document processing
Manual reading, extracting, classifying and transferring information from PDFs, forms, emails and other documents.
04
Exception, complaint & case analysis
Large volumes of incidents, complaints or operational cases that need categorisation, pattern detection, prioritisation and reporting.
HOW WE WORK
Start small. Prove the value. Then decide whether to scale.
1. UnderstandWe focus on one clearly defined workflow and where the time is actually being spent.
2. TestWe design a controlled proof of concept using appropriate synthetic, anonymised or approved data.
3. MeasureWe compare the existing process with the proposed approach and measure whether it materially reduces repetitive work.
4. ImplementIf the case is strong, we agree a defined commercial scope before full implementation.
OUR APPROACH
We do not sell “AI” for the sake of it. We look for a commercial process that is costing time, identify what can sensibly be simplified or automated, and test whether the change is worth implementing.
START WITH ONE PROCESS
Got a repetitive workflow that is taking more time than it should?
Tell us what is happening now. We’ll first work out whether there is genuinely something worth improving.