Instructor
Aisha Rahman
Former shared-service controller in Kuala Lumpur. Aisha now facilitates Datagrid Tools studios with a bias toward evidence hygiene over flashy automation.
Flagship program
Match & Clear Studio
Design match logic, run exception queues, and ship an audit pack that a reviewer can follow without sitting beside you.
Request a seat
Modules
01
Feed intake & lineage
Validate extracts, tag entities, and reject silent column drops before matching begins.
02
Match grammar
Amount, date, and reference patterns — plus when automation must fail open.
03
Tolerance bands
Separate noise from risk using MYR examples and FX-sensitive cases.
04
Exception ownership
Queue design, ageing rules, and a note template auditors actually read.
05
Audit pack critique
Export bundles, rule versioning, and a live facilitator review of your pack.
Learning outcomes
- Write a match rule with a spoken control rationale
- Configure exception fields that force a next action
- Produce a review pack covering matches, opens, and rule versions
- Brief a manager on residual risk after the close
Informational pricing
Listed under Match Desk at RM 2,450 per learner. Team cohorts may move to Audit Corridor — see Pricing. No checkout on this site.
Learner notes
Module 4’s ownership matrix stopped our juniors from parking everything under “investigate later.” The Studio still assumes you can get a clean extract — when IT delayed ours, we lost a day.
Used the audit pack critique while configuring our reconciliation audit app UAT scripts. Facilitator caught a rule that auto-cleared intercompany timing gaps we still needed to see.
FAQ
Do I need a specific reconciliation product?
No. Exercises use CSV/Excel extracts and conceptual rule sheets. If you already run a financial data reconciliation audit app, bring screenshots of rule screens for richer critique.
What is a real limitation of this program?
We do not implement vendor software or write production SQL. Teams that need connector work still require their IT or implementation partner — Studio makes the control design clear so those tickets are precise.
How long does it take?
About 18 guided hours across two weeks, plus your own extract prep. Evening cohorts are common for Malaysian shared-service desks.