Automate suitable rule-based processes
MTC automates repetitive work across ERP and other business systems. The delivery records business rules, user approvals, exception routing and the change in cycle time, errors or manual effort after go-live.
Processes suited to automation
MTC assesses the steps, rules, monthly volume, source data, exception rate and current operating effort before recommending automation.
- The process repeats the same steps at sufficient monthly volume to justify automation.
- The operating rules are stable and do not require new human judgement for every transaction.
- The work involves routine data movement between ERP, email, spreadsheets or other systems.
- The expected time, quality or control benefit can be measured against the delivery and support effort.
Automation implementation and measurement
The work covers feasibility, implementation, exception handling and a review of the agreed operating benefit.
- Current process and feasibility: record the steps, volume, cycle time, business rules, exceptions, source systems and expected benefit.
- Build, integration and approval: implement the workflow, connect the existing systems and retain named-user approval for material decisions.
- Exception handling and release: route failed or out-of-rule transactions to the responsible team and confirm production support.
- Benefit review: compare post-go-live cycle time, error rate and manual effort with the agreed baseline.
When automation is not appropriate
Some processes are better improved through clearer rules, better source data or a simpler workflow before automation is considered.
- The work depends on judgement or context that changes for each case.
- The rules change so often that maintenance effort would exceed the operational benefit.
- Transaction volume is too low to justify delivery and support effort.
- The source data is not reliable enough to support consistent automated decisions or transactions.
Common automation opportunities in Singapore operations
- Finance: invoice matching, reconciliations and routine journal preparation.
- Procurement: purchase-order handling, supplier document checks and approvals.
- Orders: order entry, status updates and delivery paperwork.
- Cross-border coordination: routine data hand-offs between the Singapore entity and head office.
Process Automation FAQ
Which process should be assessed first?
The strongest initial candidate is a repetitive process with stable rules, material monthly volume and measurable handling time or rework. The assessment uses representative transactions and input from the people who currently resolve exceptions.
What conditions make automation uneconomic or unsafe?
Do not automate when each case requires new judgement, the rules change frequently, transaction volume is low or the source data is unreliable. In those conditions, maintenance and control risk can exceed the operational benefit.
Where are user approvals retained?
The workflow routes material decisions and exceptions to named users. The request, supporting information, decision and time are recorded for later review.
When does MTC use rules-based automation rather than AI?
MTC uses rule-based automation for stable, repeatable steps and applies AI where language or judgement adds measurable value. The design matches each step to the appropriate method.
Assess a process for automation
Submit the process steps, monthly volume, systems, exceptions, current handling time and rework. MTC will assess feasibility and prepare an initial delivery scope.
Request an automation assessment