Purpose
Choose the workflow and the business question.
How the product works
AI analysis with a human decision at the end.
Shomer compares approved work evidence with company standards to surface workflow friction, competency gaps and practical improvement options. It does not act on its own.
The Shomer decision flow
From approved inputs to a controlled improvement.
The product explains the pattern and presents options. Your organisation remains responsible for the evidence, interpretation and decision.
01Approved inputs
Company standards and permitted work evidence
02Shomer AI analysis
Workflow friction, competency gaps and practical options
03Human review
A named reviewer checks and a decision-maker approves
04Controlled improvement
Test one change, compare the baseline, keep, change or stop
No change happens without a named human decision-maker.
Control points
The organisation sets the boundary at every stage.
Control is a working responsibility, not a disclaimer at the bottom of the page.
Evidence
Agree what work material is permitted and what stays out.
Review
Name the person who checks Shomer's output and missing context.
Decision
Name the leader who approves, changes or stops the proposed test.
Current commercial entry
One narrow pilot. One result leaders can examine.
Today's pilot applies this approach to one browser-based cleaning report assembly workflow. It does not define the broader product.
- 01
Agree the baseline
Record supervisor time and rework for one existing browser-based report assembly workflow.
- 02
Test one approved improvement
Keep the report type, site or small group, reviewer and decision-maker clear.
- 03
Check the output
The named reviewer examines the report before anyone relies on the result.
- 04
Read the result
Compare the agreed measures, state the limits and choose whether to keep, change or stop.
A practical first conversation
Bring one workflow that is slow, inconsistent or too dependent on senior staff.
We will scope the people, permitted material, baseline and result worth testing.