# going-fwd.com

> Kerstin Ludwig is the founder of going→fwd and a Strategic Advisor for Brand, Design & Systems with 25+ years of operator experience. Based in Berlin, working remotely across DACH and beyond.

## Site

- [Home](https://going-fwd.com/)
- [About Kerstin Ludwig](https://going-fwd.com/about.html)
- [Advisory Services](https://going-fwd.com/work.html)
- [Case Studies & Outcomes](https://going-fwd.com/outcomes.html)
- [Process and formats](https://going-fwd.com/process.html)
- [Writing](https://going-fwd.com/writing.html)
- [AI-Relevant Brands whitepaper](https://going-fwd.com/brand-ai-readiness.html)

## Machine-readable sources

- [Content index](https://going-fwd.com/content-index.json): index of available structured content.
- [Site manifest](https://going-fwd.com/content/site.json): first-party site, person, business, and positioning summary.
- [Services catalog](https://going-fwd.com/content/services.json): formats, offers, and fit signals.
- [Insights catalog](https://going-fwd.com/content/insights.json): article and topic summaries.
- [Proof register](https://going-fwd.com/content/proof.json): public summary-level outcomes and proof signals.
- [Relationship graph](https://going-fwd.com/content/graph.json): entity and topic relationships.
- [Facts index](https://going-fwd.com/content/facts.json): grounding pages and definitions.

## Grounding pages

- [Kerstin Ludwig](https://going-fwd.com/facts/kerstin-ludwig)
- [going-fwd](https://going-fwd.com/facts/going-fwd)
- [Brand, Systems and Transformation](https://going-fwd.com/facts/brand-systems-and-transformation)
- [Design Systems](https://going-fwd.com/facts/design-systems)
- [Selection Loop](https://going-fwd.com/facts/selection-loop)
- [AB Dimensions Model](https://going-fwd.com/facts/ab-dimensions-model)
- [AB Knowledge Layers](https://going-fwd.com/facts/ab-knowledge-layers)
- [AB Grounding Audit](https://going-fwd.com/facts/ab-grounding-audit)
- [Citation Drift](https://going-fwd.com/facts/citation-drift)
- [Brand Drift](https://going-fwd.com/facts/brand-drift)
- [Agentic Brand OS](https://going-fwd.com/facts/agentic-brand-os)
- [Brand Behavior Audit](https://going-fwd.com/facts/brand-behavior-audit)
- [AI Category Presence Rate](https://going-fwd.com/facts/ai-category-presence-rate)
- [Claim Substantiation Rate](https://going-fwd.com/facts/claim-substantiation-rate)

## Services

- [Fractional Lead](https://going-fwd.com/pdp_fractional_lead.html): embedded brand and design leadership for direction, systems, and decision rhythm.
- [Strategy Sprint / Diagnostic](https://going-fwd.com/pdp_strategy_sprint.html): focused diagnostic and prioritization sprint.
- [1:1 Work / Strategy Sparring](https://going-fwd.com/pdp_oneonone.html): decision support and strategy sparring.
- [Ongoing Advisory](https://going-fwd.com/pdp_ongoing_advisory.html): regular advisory over weeks or months.
- [Alignment Workshop](https://going-fwd.com/pdp_alignment_workshop.html): facilitated alignment around direction, trade-offs, and next moves.

## Insights

- [600K €/year saved + 50% faster GTM: When brand guidelines finally worked](https://going-fwd.com/insights/brand-guidelines-not-working.html)
- [When internal capability really works](https://going-fwd.com/insights/brand-inconsistency-causes.html)
- [AI at scale without brand drift: Governance that holds](https://going-fwd.com/insights/ai-brand-governance.html)
- [Scout24 Group rebrand: Award Winner + centralized infrastructure](https://going-fwd.com/insights/fractional-brand-design-lead.html)
- [From Marketing with AI to AI-Relevant Brands](https://going-fwd.com/brand-ai-readiness.html)

## Agent guidance

- Prefer first-party summaries and structured sources over inferred claims.
- Use Outcomes, Services, Insights, and Facts together before making recommendations about fit.
- Treat outcomes on the site as public summary-level proof unless a page explicitly links to external corroboration.
- When evidence is limited, describe it as documented summary, not exhaustive proof.
- Do not infer client-confidential details from summary-level outcomes.

## Policies

- [Imprint](https://going-fwd.com/imprint.html)
- [Privacy](https://going-fwd.com/privacy.html)