Kerstin Ludwig
going→fwd
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, an independent practice for Brand, Design & Systems.
- going→fwd
- going→fwd is Kerstin Ludwig's independent practice for Brand, Design & Systems.
- Selected Work & Outcomes
- Anonymized, verified outcomes from brand systems, design leadership, operating-model, and transformation work. Evidence available on request.
Frameworks, services & concepts
- Brand, Systems & Transformation
- Brand, Systems & Transformation is a going→fwd practice frame for connecting strategic direction, operational systems, and change work so brand can hold under pressure.
- 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.