Insights
AI strategy and methodology insights from 32+ advisory mandates and 1,650+ training engagements.
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Within three weeks OpenAI launched a new model generation at half the price and shut down the Sora interface. What this means for business cases, architecture and contracts in the enterprise.
AI adoption rarely fails because of technology and more often because of unclear roles at the top. What the management board must decide, what the supervisory board must see and where the topic belongs in the governing bodies.
Two red teaming proposals read the same, yet their results differ by orders of magnitude. The decisions that must be taken before the first test and how to recognise a usable report.
High-risk obligations are deferred to December 2027, transparency obligations have applied since 2 August. What the Omnibus actually changed and what the time gained is enough for.
Even with a sound operating model, agents remain ineffective. The four factors decided before the first prompt that determine whether an agent delivers impact or quietly fades out.
The expected saving on development effort rarely materialises. The four cost blocks that actually grow in the next budget cycle and how CIO and CFO make the shift plannable.
The model, the plugin and the connector come from third parties, the risk stays in your own house. The five pieces of evidence needed before signing and where red teaming reaches across the vendor boundary.
Banning AI-assisted development moves it into shadow IT. The four rules boards need to set instead so that Vibe Coding remains auditable.
Claude Code, Cursor, Lovable or n8n: which Vibe Coding tool fits which purpose, and which criteria actually decide the selection in a corporate setting.
A European enterprise platform plus aligned consulting: why we partner with Langdock and what boards concretely gain from this combination.
A two-hundred-page AI strategy paper is outdated before it is approved. What boards need now is an agile steering framework, not another document.
External consultants deliver knowledge, then it drains away. Internal AI trainers keep capability in-house and decide between scale and standstill.
Co-Create, Upskill, Sustain: How the Frid.AI framework moves AI from a pilot to reliable line performance in 90 days, protects capital and secures speed.
Strategy without technical depth fizzles out, technology without a business mandate never scales. Why DAX firms need an AI Business Officer in 2026.
TEAMLOG and ECODYNAMICS combine industry know-how and AI expertise. How neuracamp.ai turns industrial AI into production reality in supply chain and FMCG.
A dedicated learning environment for boards and teams. Why robust AI capability is not built in conference rooms but in a controlled practice space.
An in-house AI department is rarely the rational answer. Why variable staffing models cut time-to-value, avoid fixed costs and keep steering at board level.
LLM systems create a new risk profile that classic AppSec does not detect. Why structured three-layer red teaming now belongs to a board director duty of care.
AI agents rarely fail on technology and almost always on the missing operating model. The five building blocks without which scaling in a corporation will not work.
External teams attack your business model with AI before real disruptors do. What the controlled-attack method makes visible for board and supervisory board.
How a two-day sprint replaces the classic innovation pipeline and gives the board a resilient go/no-go decision backed by a working prototype, not a slide deck.
AI without strategy destroys capital. Why boards must lock in governance, use cases and delivery capability over the next 90 days.
AI search engines decide who gets mentioned in boardrooms, procurement lists and customer talks. Why GAIO is a CEO topic in 2026.
CFOs see AI potential but lack a binding path. The AI Readiness Check for Finance delivers a defensible baseline for the next two quarters.
Boards decide on billions in AI spend without understanding it. Why AI competence at leadership level is now a duty for supervisory boards.
Vibe Coding cuts development costs and shortens time to market. Why CIOs and CTOs now need a binding strategy for AI-assisted development.
Insights from the leading AI training program in the German-speaking market. Why AI competence belongs on the board agenda and how the lever actually works.
