Pilot Trap
87% of AI projects never make it from pilot to production. Without a scaling strategy, results remain one-off effects.
Strategic AI Consulting
AI Strategy: The Roadmap to Measurable Success
Only 13% of AI projects reach production. We build a pragmatic roadmap with you, grounded in academic evidence and practical experience, delivering measurable business impact within 6-18 months.
AI Strategy by the Numbers
Academic studies consistently show that companies with a formal AI strategy achieve significantly better outcomes than those without one.
14-32%Productivity increase depending on domain (NBER/arXiv)
2→6 monthsOnboarding acceleration with AI support
87%of AI projects fail without a formal strategy
Strategic Framework
What Makes a Good AI Strategy?
Most companies launch AI initiatives without a clear roadmap. The result: isolated pilot projects that never scale, rising costs, and frustrated teams. A well-designed AI strategy connects business goals with technological capabilities.
Our approach is based on the three-pillar ROI model: productivity gains (14-32% depending on domain), onboarding acceleration (from 6 to 2 months), and reduced employee turnover (-8.6%). These three levers align CFO, HR, and COO priorities at the same time and provide the business case your leadership team needs.
We apply proven frameworks such as the Value-Feasibility Matrix for use-case prioritization and the 5Rs framework (Roles, Responsibilities, Rituals, Resources, Results) for sustainable execution across the organization.
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Challenges
Common Pitfalls in AI Transformation
These mistakes affect most companies, but they are avoidable with the right strategy.
People and Processes Ignored
70% of AI challenges are organizational, only 10% are technical. Change management is chronically underestimated.
Poor Data Quality
43% of AI projects fail due to data quality issues. Only 29% of executives confirm their data is AI-ready.
Too Many Projects at Once
AI leaders run 50% fewer projects than laggards, yet achieve 2x higher ROI. Focus beats quantity.
Compliance Uncertainty
EU AI Act Article 4 has required AI competency across employees since February 2025. Penalties can reach €35M or 7% of annual revenue.
Companies with a formal strategy reach an 80% success rate, compared to 37% without one.
Solutions
Our Strategic Toolkit
Proven methods for sustainable AI transformation.
AI Readiness Assessment
Structured six-pillar assessment: data, infrastructure, governance, talent, culture, and strategy, based on the Cisco AI Readiness Index.
Value-Feasibility Matrix
Systematic prioritization of all use cases by business value and technical feasibility for maximum ROI with minimal risk.
AI Governance Framework
Compliance-ready governance aligned with NIST AI RMF 2.0 and the EU AI Act. Roles, responsibilities, and audit processes from day one.
Three-Pillar ROI Model
Measurable business case backed by academic evidence: productivity (+14-32%), onboarding (2→6 months), retention (-8.6%).
Change Management Program
Structured support throughout transformation. 70% of AI challenges are organizational, and we address them from the start.
Scaling Roadmap
From quick wins (3-6 months) to enterprise-wide transformation using the 5Rs framework: Roles, Responsibilities, Rituals, Resources, Results.
The hypescale Framework
From Vision to Execution: The 5Rs Framework
Based on HBR's 5Rs framework and academic ROI evidence.
Book Strategy Workshop
Free 60-minute initial consultation
Book Strategy Workshop
Free 60-minute initial consultation
Our Approach
Why hypescale for Your AI Strategy
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Academically Grounded
Our recommendations are based on peer-reviewed research from NBER, arXiv, and McKinsey, not vendor marketing claims. Every recommendation is backed by concrete numbers.
+14-32%Productivity (NBER/arXiv)
2→6 monthsOnboarding acceleration
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Boutique and Hands-on
Hyper-focused on AI for mid-sized companies. No 200-slide decks, but pragmatic execution with measurable outcomes. Direct collaboration with senior consultants, not junior teams.
100%Implementation support
<18 monthsUntil full ROI
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EU AI Act Ready
The AI competency requirement has been active since February 2025. We embed compliance from day one: GDPR, EU AI Act, and NIST AI RMF 2.0. Regulation becomes an advantage, not a blocker.
Art. 4AI competency requirement active
€35MMaximum penalty for violations
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Proven Results
Only 13% of AI projects reach production. Our structured approach with the Value-Feasibility Matrix and 5Rs framework significantly increases your success rate.
13%Market average reaching production
80%Success rate with strategy
Target Audience
Who Our AI Strategy Consulting Is For
Whether you are just starting or already running initial AI projects, we meet you where you are.
Executive Leadership and Board
You want to know where AI creates the greatest business impact and how strategy can transform the whole company, not just IT.
CDOs and CIOs
You need a roadmap that combines technical feasibility with business value, including data architecture, governance, and team enablement.
Innovation Managers
You have pilots that do not scale. You need a framework for prioritization and a clear path from POC to production.
Mid-sized Companies
You want the upside of major AI investments without DAX-level resources. Pragmatic strategies with quick wins.
HR and Organizational Development
You need to implement the AI competency requirement (EU AI Act Art. 4) and need a plan for upskilling, change management, and new roles.
Every AI strategy starts with a free, no-obligation 60-minute assessment conversation.
Our Promise
Why Companies Trust Us
We combine academic evidence with pragmatic execution for strategies that deliver measurable results.
Only 13% of AI projects reach production. Our structured approach with an academically grounded ROI model and proven frameworks significantly increases your success rate.
No vendor lock-in: our strategies are built on open standards and frameworks, so you stay independent in technology decisions.
Boutique consulting instead of enterprise overhead: direct collaboration with experienced AI strategy consultants, not junior teams.
Proven in German mid-market contexts: we understand the realities of 50-500 employee organizations, not oversized enterprise-only solutions.
Productivity gains of 14-32%, measurable and scientifically validated. The question is not whether, but how quickly you start.
FAQ
Frequently Asked Questions About AI Strategy
GDPR-compliant Made in Germany On-Premise EU AI Act Ready
German Values, Global Technology
GDPR compliance and EU AI Act alignment are integral parts of every strategy. Data sovereignty is not a compromise, it is a prerequisite for sustainable AI adoption.
On-Premise Deployment
Full control with deployment in your own infrastructure. Your data never leaves your systems.
End-to-End Encryption
Maximum security through full encryption in transit and at rest.
German Data Centers
Hosting exclusively in certified German data centers with high security standards.
GDPR Compliance
Full compliance with the EU GDPR and German data protection requirements.
EU AI Act Ready
Our AI solutions are already prepared for the requirements of the European AI Act.
Audit Trail and Compliance
Complete logging of all access for compliance evidence and audits.