Baseline: definition and value
Baseline Updated
Definition
A baseline is the measured starting line of a process before a change. It records how long a flow takes today, how many cases it covers and what effort each case involves. Without this reference point, it is impossible to prove later whether an automation really brought value. In the mid-market, the baseline is the foundation for any honest ROI proof in weeks.
Why the Term Matters
Value that nobody measured stays a claim. A baseline anchors the current state in numbers before software intervenes and makes the later improvement comparable. It guards against automation for its own sake, because it shows whether a flow is even worth the effort. Who starts with a baseline can prove the ROI instead of promising it.
When It Is Relevant
- Before any automation whose value should be proven later.
- When a pilot must be measured against the previous state.
- When several flows should be prioritised by ROI.
- When an improvement must be shown to management.
When Not
When a change is tiny anyway and the measurement effort would exceed the possible value, a formal baseline is overkill. And when the needed data is not captured today, you must first enable the measurement instead of passing off an estimated number as a baseline that nobody can verify.
Industries That Use It
- Automotive suppliers: record the cycle time of an order or complaint process before automation.
- Law and tax firms: measure today's effort per document processed to assess the DATEV connection.
- E-commerce and retail: capture handling time of returns or orders as a reference for later optimisation.
- Staffing providers: document the manual effort in candidate onboarding as a starting line.
Typical Use Cases
- Measure a process cycle time over a representative period.
- Record effort per case in minutes or processing steps.
- Capture the error or rework rate before automation.
- Compare several flows with baselines and sort them by ROI.
- After rollout, re-measure against the baseline to prove the value.
Decision Guide
| Signal | Baseline fits | Alternative |
|---|---|---|
| Value should be provable | measure the current state | estimate without proof |
| Pilot before rollout | baseline as reference | rollout without comparison |
| Several candidates | prioritise by ROI | gut-feel selection |
| No data available | enable measurement first | avoid an invented number |
Example
A mid-market company wants to automate its incoming invoices and first measures over four weeks how long manual processing takes per document and how many documents arrive. This baseline serves as a reference. After building with RPA, an AI step for unstructured receipts and an ERP connection, it re-measures against the same metric. This describes the method, not an asserted client metric.
Service Connection
A baseline stands at the start of any process automation for the mid-market and is recorded in process automation consulting, before an RPA build follows.
Sources
This framing describes common mid-market baseline measurement practice. Concrete metrics, periods and data collection depend on the case, the systems and the tools and must be checked case by case.