BPX maps 175 processes to target AI spend for German chemicals maker

Business Process Xperts says it used SAP Signavio process discovery to map 175 business processes for a German specialty chemicals company and identify 45 manual activities for automation. The work aimed to show where AI and automation can produce measurable return before money is spent on tools.

Why it matters: - The engagement is a concrete example of how manufacturers can narrow AI spending to the parts of operations most likely to pay off. - BPX says the approach helps avoid broad, unfocused AI programs that fail to produce measurable business value. - The timing matters as manufacturers face pressure to modernize before the SAP ECC maintenance deadline of December 31, 2027.

What happened: - Business Process Xperts, an SAP BTP partner company, worked with a German specialty chemicals manufacturer on process discovery and modeling. - BPX used SAP Signavio and BPMN 2.0 to map 175 business processes end to end. - The exercise identified 45 high-risk manual activities that could be automated. - BPX said the analysis narrowed the company’s AI and automation opportunity set to 15% of processes with tangible value. - The company shared a contact link for more information: Get insights from BPX.

The details: - Each of the 45 flagged activities was tied to a documented process owner. - BPX also linked each activity to a measured risk profile and a specific automation rationale. - The process inventory moved the client from an informal understanding of operations to a documented one. - The selection was evidence-based, not a broad wish list of automation ideas. - BPX described the result as a sequencing discipline that puts discovery before technology selection. - BPX is a Mind-A-Mend Group company focused on SAP Business Transformation Management and integrated toolchain implementation. - The firm works across SAP Signavio, SAP LeanIX, WalkMe and SAP BTP. - BPX says it has live engagements across Germany, the U.S., the U.K., Nigeria and India. - The company says it has modeled more than 1,500 business processes and analyzed more than 90,000 process cases for global clients. - BPX says those projects have produced outcomes including $8.1 million in annual cost avoidance and 40% faster financial close cycles.

Between the lines: - The core message is that process visibility comes before automation ROI. - BPX is framing AI as the result of a disciplined operating model, not the starting point. - The engagement reflects a broader industry shift from AI enthusiasm to proof of value. - BPX cites outside research showing high failure rates for enterprise AI projects, but those statistics are presented as context rather than client-specific results.

What's next: - BPX expects more manufacturers to use process discovery to decide where AI budgets should go. - The company’s pitch suggests future automation work will be aimed at the most measurable, high-risk manual processes first. - As modernization deadlines tighten, manufacturers that map before they automate may have an easier time defending AI spend in budget reviews.

The bottom line: - BPX’s pitch is simple: map the work first, then automate only the parts that can prove value.