Small and Large Purchases Can't Be Processed the Same Way. How Does AI Determine Approval?

Why Can Purchase Value Determine Approval Path?

AI Automationcan help companies determine approval paths based on purchase value, transaction type, department, or other procurement rules.

• Purchase≤ Rp. 50 millioncan be directed to Manager.

• PurchaseRp. 50–250 millionmay require Manager and Finance.

• Purchase>Rp. 250 millioncan be forwarded to the Director or additional approver.

• Requests that do not meet the rules may be automatically returned for review.

• Every decision can be recorded in an audit trail.

The concept is simple:transaction value becomes a parameter to determine workflow. The higher the value or risk, the more controls that can be applied.

How Does the System Determine the Right Approver?

In a procurement workflow, approval decisions typically don't stand alone. Several pieces of data need to be analyzed before determining the appropriate path.

With AI Automation, the flow can be made like this:

Purchase Request → Validate Data → Read Purchase Value → Check Rules → Determine Approver → Approval → Procurement Process

This means that the system doesn't just ask “how much is it?”, but can also take into account the context of the transaction.

1. Reading Purchase Request Values

For example, an employee makes a request worthRp. 180 million.

The system takes these values ​​from the procurement form or ERP.

With AI Automation, the value is then compared with the approval matrix that has been determined by the company.

If the Manager's limit is IDR 50 million, the IDR 180 million request cannot stop at the Manager alone.

2. Using the Approval Matrix

Approval matrix can be created in the form of rules.

Example:

≤ Rp. 50 million → Manager

Rp50–250 million → Manager + Finance

Rp250–500 juta → Manager + Finance + Head of Procurement

>Rp500 million → Manager + Finance + Director

With AI Automation, the rule can become a conditional workflow.

If the transaction value changes from IDR 200 million to IDR 300 million, the approval path can also change automatically.

3. Value Is Not The Only Parameter

In practice, using values ​​alone is not necessarily sufficient.

For example, purchasingRp. 30 millionFor normal operational needs, Manager approval may be sufficient.

However, purchasing software that has access to company data may require additional review, even if the cost is smaller.

With AI Automation, workflow can add parameters such as:

• Department.

• Purchase category.

• Vendor.

• Contract duration.

• Data sensitivity.

• Budget availability.

So, workflow can be made more contextual.

4. What if the budget is not available?

Purchase value can also be compared with budget.

For example:

Request Rp100 million → Available budget Rp120 million → Continue

Whereas:

Request Rp100 million → Available budget Rp70 million → Need Review

With AI Automation, the condition can be a branch before the request is forwarded to approval.

This helps prevent requests that appear valid in value but actually don't have sufficient budget.

5. What If the Approver Doesn't Respond?

Approval workflow should have an SLA.

For example, the approver is given time24 hours.

If no action has been taken:

24 hours → Reminder

48 jam → Escalation

With AI Automation, reminders and escalations can run based on time without procurement having to follow up one by one.

How to Create a Secure Approval Workflow?

• Create an approval matrix based on transaction value.

• Determine who the approvers are for each level.

• Add category and department parameters.

• Separate budget and compliance approvals if necessary.

• Define an SLA, for example 24 or 48 hours.

• Create escalation if approval is late.

• Avoid hard-coding approver names if the organizational structure changes frequently.

• Use the employee directory as the approver data source.

• Keep an audit trail of every decision.

• Test the workflow using several transaction value scenarios.

• Use legal software for companies and officially licensed software.

Before full use, please test with requestRp. 25 million, Rp. 75 million, Rp. 200 million, Rp. 300 million, and Rp. 600 million. The goal is to ensure that each value goes through the correct approval path.

FAQ

1. Can AI determine approvers based on purchase value?

Can. AI Automationcan use transaction values ​​as conditional workflow parameters.

2. Can approval have multiple levels?

Yes. Workflows can have multiple levels based on threshold values ​​or other parameters.

3. Can only transaction values ​​be used?

No. Department, purchasing category, vendor, budget, and risk level can also be used as conditions.

4. What if the purchase request value changes?

Workflow can re-evaluate the approval matrix so that the approval path adjusts to the latest values.

5. Can a reminder be given for late approval?

Yes. Reminders can be triggered based on an SLA, for example, after 24 hours of inaction.

6. Can escalation be automated?

Yes. If an approver doesn't respond within a certain period, the request can be forwarded to the next approver or procurement.

7. Can the workflow be connected to ERP?

Yes, as long as the ERP provides an API, webhook, database integration, or appropriate integration mechanism.

8. Do approval decisions still require humans?

For important transactions, yes. Automation determines the path and executes the process, while the final decision remains with the authorized party.