BPX pushes SAP Signavio agent mining for AI governance

BPX said it is helping clients use SAP Signavio agent mining to govern autonomous AI at the process level, starting with a specialty chemicals customer that identified 45 AI-ready workflows. The move comes as SAP expands its AI Agent Hub and enterprises race to add agents faster than governance controls can keep up.

Why it matters: - BPX is positioning process intelligence as the control plane for autonomous AI. - The approach is meant to help enterprises prove whether AI agents follow business rules before and after deployment. - BPX argues that governance, not model performance, is the main gap as agentic AI moves from pilots into operations.

What happened: - BPX began helping companies implement agent mining technology on SAP Signavio to manage autonomous AI at the process level. - In a specialty chemicals engagement, BPX identified 45 AI-ready workflows for agent deployment. - Each workflow was scored for conformance risk and business value before any agent went live. - BPX said the screening drew on more than 1,500 modeled processes and more than 90,000 analyzed process cases. - SAP expanded the SAP AI Agent Hub at Sapphire 2026 in Orlando as a vendor-agnostic command center for inventorying and governing AI agents. - SAP also extended Signavio agent mining to measure how agents behave in production against the process paths they were designed to follow.

The details: - BPX said its 2026 survey of CIOs found 17% of companies have adopted AI agents so far. - More than 60% of those CIOs expect wider adoption within the next two years. - Gartner expects more than 40% of agentic AI projects to fail by 2027 because of higher costs, weak business value and poor risk management. - BPX said it has tracked up to $8.1 million in annual cost avoidance in comparable programs. - Process-first redesign has reduced financial close cycles by as much as 40%, setting a benchmark for the return agents must beat. - BPX says it runs agent-readiness and process governance work across five continents from offices in Dubai and India. - The company covers nine sectors, including automotive, oil and gas, specialty chemicals, building materials, consumer goods, mining, healthcare and logistics. - BPX said it has modeled more than 1,500 business processes and analyzed more than 90,000 process cases for global clients. - BPX also said its work spans SAP Signavio, SAP LeanIX, WalkMe and SAP BTP. - The company identified live engagements across Germany, the U.S., the U.K., Nigeria and India.

Between the lines: - The push reflects a broader shift from experimenting with AI agents to governing them as part of core enterprise infrastructure. - BPX is betting that companies will need auditable process controls before they can scale autonomous agents safely. - The release suggests many agent projects may stall if companies cannot show business value and risk control together.

What's next: - Enterprises are likely to increase demand for agent governance tools as SAP embeds agent mining across Signavio and the AI Agent Hub. - BPX expects more clients to use process-first analysis to decide which workflows are safe for agent deployment. - The company is directing prospects to its contact page for more information: Get insights from BPX.

The bottom line: - BPX is framing agent mining as a prerequisite for scaled AI automation, not an add-on after deployment.