Agents on the Ground: How Partners Are Turning the Autonomous Enterprise into Customer Reality

Execution over announcements. Nicole Berg of valantic on why AI agents fail without data, guardrails, and people-first change management.

What separates companies that actually deploy AI agents from those stuck in proof-of-concept mode? Nicole Berg, Partner and Executive Managing Director at valantic, has seen both sides: 18 years inside SAP across CRM, strategy, and IT leadership, then T-Systems, then one of Europe's fastest-growing SAP consulting firms. Her answer is blunt: execution. Not announcements, not POC portfolios, not agent counts. Execution, grounded in data strategy, compliance readiness, and real change management for every role affected by AI.

In this episode Nicole and the hosts cover the honest case for partner-built AI agents versus SAP-standard ones, why the consulting billing model is broken and what outcome-as-a-service could look like, how valantic built its own orchestration layer for multi-environment agent deployments, what the "Magic Five" skill profile means for the next generation of SAP consultants, and why physical AI and robotics are the next frontier for German engineering companies. The closing leadership question gets a one-word answer worth hearing in context.

Episode Chapters
00:00 Introduction: SAP Autonomous Enterprise Podcast
00:08 Nicole Berg joins from the podcast studio in Walldorf
02:10 valantic as SAP AI focus partner and the 42 percent study question
04:25 Tax agent case: 15 days to 2 hours cycle time reduction
06:37 Partner relationship: eye level, challenge, and trust
07:44 Autonomy needs guardrails: Nicole on her CRN article position
10:02 Three prerequisites: data strategy, compliance, change management
12:53 How AI changes every role, from developers to leaders
16:48 Hiring and upskilling: the "Magic Five" skill profile
20:45 Pricing models: from time-and-material to outcome-as-a-service
24:15 The consulting business model transformation
27:51 Physical AI and robotics partnership
31:20 University partnerships and talent development
32:13 Leadership question: one thing to get right for autonomous enterprise

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