Grounding Pages

Public definitions and entity references used across going→fwd writing, proof, systems, and AI brand visibility work.

Entities & proof

Kerstin Ludwig: Kerstin Ludwig is the founder of going→fwd and directs Brand, Design & Systems.
going→fwd: going→fwd is independent brand and design leadership for businesses with ambition.
Selected Work & Outcomes: Anonymized, verified outcomes from brand systems, design leadership, operating-model, and transformation work. Evidence available on request.
Dr. Katharina Buttenberg: Dr. Katharina Buttenberg is a brand, growth, and marketing leader focused on brand strategy, go-to-market, and AI-mediated branding.

Brand and Design Leadership: Brand and design leadership is senior responsibility for a brand’s direction, its creative expression, the teams that make it and the systems that keep it consistent.
Fractional Leadership: Fractional Leadership is going→fwd's model for senior brand, design, and systems leadership delivered part-time, without a permanent hire.
Selection Loop: The Selection Loop explains how brand relevance becomes machine-readable visibility and why substance must come before GEO optimisation.
Citation Drift: Citation Drift describes how the sources behind AI-generated answers change over time and why brands need coherent, citable evidence.
Agentic Brand OS: An Agentic Brand OS turns identity, policies, proof, voice, and decision rights into a system that people and AI can execute consistently.