Insights from real transformation, process and assurance work.
Case studies, white papers and articles on turning SAFe® into a governed operating model that holds up in practice.
What it looked like in practice.
Engagements and implementations, told from the problem the organization arrived with rather than from the capability that solved it.
Leveraging SAFe® in product development at an automotive OEM
A leading German OEM wanted SAFe® as its primary product development process — integrated with the systems engineering practice it already had, not alongside it.
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Lean-agile process implementation at skyguide
Seventeen PI cycles into SAFe®, Switzerland's air navigation service provider still could not show that the safety measures its regulators require were met.
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Lean process transformation at an automotive supplier
SAFe® was running in individual endeavors at a major German supplier, and none of it was connected to the process assets an ASPICE 3.1 assessment would ask about.
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Being agile and regulatory compliant at a large insurance company
A diversified financial institution of 30,000 people had a description of SAFe® nobody could prove complete, unambiguous or free of contradictions.
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Lean process transformation in a MedTech organization
Two Agile Release Trains that worked, a decade of agile behind them, and no way to repeat either at scale or to prove compliance while doing it.
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Instantiation and tailoring across mixed life cycles
Two waterfall projects, four SAFe® endeavors, hardware teams carrying functional safety obligations the software teams did not — all depending on each other.
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Longer pieces on the parts of a SAFe® operating model that are hard to get right — tailoring, compliance coverage, evidence, and governed change.
What we are working on, and thinking about.
Shorter notes from building and running the platform: process engineering, agentic execution, and the operating-model questions underneath both.
“Quality Culture” Is Now Auditable — How Do You Evidence Something That Soft?
ISO 9001:2026 puts quality culture, integrity and ethical behaviour into the requirements — and culture is the one thing a document cannot prove.
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The EU AI Act Just Slipped to 2027 — Here's Why You Shouldn't Slow Down
The AI Act's high-risk obligations were due on 2 August 2026. The simplification package pushed them into late 2027.
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Supplier Audits at Scale: Auditing 200 Suppliers With a Team of Three
The arithmetic of supplier auditing has been broken for years, and most programmes quietly degraded into questionnaire theatre.
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Evidence Decay: Your Records Expire Before Your Certificate Does
Your certificate is valid for three years. The evidence behind it is not.
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Shadow AI in the QMS: Your Team Is Already Pasting SOPs Into Chatbots
Somebody in your quality department pasted a controlled procedure into a consumer chatbot this week.
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Debunking Myths: AI Auditing vs. Human Auditors
As industries explore AI-powered auditing, quality teams are understandably cautious about what a machine should be trusted to conclude.
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Automotive Compliance in the Era of Software and Connectivity
As software becomes the main differentiator for automakers, it is also turning into their biggest regulatory hurdle.
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Quality by Design: AI Ensures Compliance in MedTech Development
Medical devices now run on software, connect to networks, and generate vast data streams.
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ISO 9001 in the Digital Age: Upcoming Changes Embrace AI and IoT
The ISO 9001:2026 revision is set to transform quality management by embracing digitalization, AI, and IoT.
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Inside the Process Knowledge Graph
Knowledge graphs, clustering, hierarchical summaries and specialised agents — the architecture underneath an assessment that reads a whole management system.
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Audit Smarter, Not Harder: The Rise of AI-Driven Audits
How AI-powered auditing turns compliance from a manual, time-consuming burden into a continuous, strategic advantage.
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Everything published here starts as a real constraint in a real organization. If one of them describes yours, the walkthrough is where it stops being a general argument.