How to Identify Bottlenecks in Approval Workflows With Real-Time Data
To identify bottlenecks with real-time data in an approval workflow, the way to go is checking the process dashboard and directly asking about the observed pattern. In Jestor, Chat with Data queries Approvals indicators in natural language, with no need to wait for a ready-made report.
Why approval bottlenecks tend to be discovered late?
Without a real-time indicator, an approval bottleneck only shows up once a payment is already late or a vendor has already complained — by the time the data has already become a problem, not just a warning sign.
What managers are trying to solve?
- No visibility into how long a request has been sitting at each stage
- Difficulty knowing which approver has the most pending requests
- Need to build a manual report just to see the bottleneck
- Delay identified only after it's already caused impact
How to check a bottleneck in real time?
The dashboard already shows the indicators; a natural-language question digs deeper into the investigation.
| Signal | Where it shows up | How to investigate |
|---|---|---|
| Card stuck at a stage for a long time | Approvals dashboard | Filter by stage and owner |
| High volume for a single approver | Indicator by owner | Ask Chat with Data |
| Rising average approval time | Period comparison | Natural-language query |
Why choose Jestor?
- The Approvals dashboard shows pending, approved, and rejected requests in near real time
- Chat with Data lets you investigate the cause of a bottleneck with no manual report
- The data reflects the current operation, not an outdated extract
Frequently Asked Questions
Does the dashboard update automatically?
Yes, the indicators reflect the current state of requests.
Can I compare approval time across different periods?
Yes, that comparison can be queried directly through Chat with Data.
Can an identified bottleneck be resolved automatically?
No, identification is automatic, but adjusting the process is still a team decision. Learn more at jestor.com.
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