The bot is only as reliable as its environment
Automation in production is continuous load: concurrent executions, overnight windows, closing peaks. An environment sized for human use during business hours cannot sustain that, and the failure will be blamed on the bot.
What is usually missing in the automation environment
Most failures blamed on the bot start outside it.
Execution competes with the user
A bot running on the same resource as the operation competes for CPU and sessions. On peak days, both degrade together.
There is no isolation between environments
When development, staging and production share resources, a heavy test takes down the real execution.
Certificates and credentials expire without warning
Automation stops because of an expired certificate as often as because of a logic error, and it takes longer to diagnose.
How it works
The environment is sized from the execution profile, not from the number of users.
Load profile survey
How many executions, in which windows, with what concurrency and what peak. That picture defines the resources, not a generic reference.
Model definition
On-premises, cloud or hybrid, according to latency to SAP, data policy and your company’s compliance constraints.
Isolation and security
Separation between environments, role-based access control and credential and certificate management with monitored expiry.
Continuous monitoring
Execution and resource telemetry, using the same data that feeds the ROI calculation. Degradation shows up before the stoppage.
Operating models
The choice follows requirements, not preference.
| Model | When it makes sense | Point of attention |
|---|---|---|
| On-premises | Critical latency to local SAP, restrictive data policy | Capacity must be provisioned before the peak |
| Cloud | Need for elasticity and variable windows | Latency to SAP must be measured, not assumed |
| Hybrid | Execution close to SAP with external orchestration | Requires a clear network and credential design |
Numbers
Real operating data.
- 31.2KExecutions per month sustainedMeasured in the operation of a large customer.
Frequently asked questions
Does it have to be in the cloud?
No. The criteria are latency to SAP, data policy and compliance. Some operations run better on-premises precisely because of proximity.
Do you take over the environment or only size it?
It depends on the contract. The operating scope is defined in the project and recorded in the Customer Portal alongside the schedule.
How do I follow the health of the environment?
Through the Customer Portal, with execution indicators and open tickets, in your company’s area.
See also
Can your environment handle the automation you want to run?
We survey the load profile and point out what must change before the first bot goes in.