Grow without losing control
We prepare companies to scale with Prepared for Scale.AI, using AI to accelerate and de-risk transformation. Our approach builds AI into ongoing processes, ensuring agility and sustainable success throughout every growth phase.
Strategic Clarity
Profitable Growth
Scalable Organisations
AI in Processes
When SMEs & Startups involve us
Growth meets unclear structures
The company is developing faster than its organisation, processes and governance.
Customer dependencies limit development
Revenue concentration and weak market diversification increase strategic risk.
Margins and results are under pressure
Costs, profitability drivers and operational priorities require greater transparency.
Transformation programmes lose momentum
Responsibilities, decisions and implementation discipline are not sufficiently clear.
Products and portfolios are too complex
Too many variants and unclear priorities slow down growth and reduce profitability.
AI must create real value
Many companies test AI tools without a link to strategy, costs or customers. We prioritise the use cases that measurably improve growth, margin and scalability.
Prepared for Scale.AI – five dimensions, accelerated by AI.
[01]
Entrepreneurial Clarity
AI in transformation: AI condenses interviews and documents into priorities and scenarios.
AI in processes: decision log, OKR tracking, weekly management briefings.
[02]
Product Strategy
AI in transformation: portfolio and variant analysis from ERP, customer and feedback data.
AI in processes: AI features in products, assistance in development and configuration.
[03]
Customer Strategy
AI in transformation: segment and customer value analysis, screening of new markets.
AI in processes: lead qualification, AI-assisted quotes, sales copilot.
[04]
Financial Steering
AI in transformation: fast contribution margin, cost and liquidity analyses.
AI in processes: forecasting, automated monthly reports, variance alerts.
[05]
Organisation & Governance
AI in transformation: process mapping, automatable tasks, skill gaps.
AI in processes: AI agents in the PMO, knowledge management, AI policy and training.
From AI Readiness Check to embedded AI
[01]
AI Readiness Check (2–3 days)
Review data, processes and compliance across the five dimensions. Result: top 5 AI use cases with business case.
[02]
Prepared for Scale.AI Plan (workshop)
AI-assisted pre-analysis and strategy reset workshop. Result: actions, KPIs and owners.
[03]
90-Day Programme
Pilot per use case, training, AI policy, weekly steering. Result: measured impact against baseline.
[04]
Embedding & Scaling (ongoing)
Handover to operations, rollout, implementation with our partner Cygnet. Result: AI as an integral part of processes.
Experience in technology- and transformation-driven markets
We work with companies across a range of industries — from young technology businesses to established industrial organisations.
Artificial Intelligence
From technological potential to a scalable business model, we support AI-driven startups in navigating complex governance and product-market fit.
Sustainable Mobility
Building new capabilities in changing value chains through portfolio transformation and strategic partnerships in the e-mobility sector.
Aviation & Defense
Governance and execution in complex programmes, supporting industrial processes and quality management in the aviation industry.
Manufacturing
Improving performance and scalability in industrial operations through cost structures and process efficiency analysis.
Sustainability & ESG
From reporting requirements to strategic value creation, we integrate ESG requirements into core business operations and governance.
Agriculture & AgriTech
Connecting technology, established markets and new business models to drive profitable growth in the agricultural sector.
Experience that enables implementation
Dr. Christoph Falk
Managing Director – Prepared for Scale.AI
Transformation, profitable growth, restructuring, organisation and governance. Founder.
Ruth Piacenza
Senior Advisor Sustainability
Sustainability, ESG, CSR, strategy, reporting and materiality assessments.
Martin Tentlewitz
Senior Advisor Agentic PM & AI
PMO, AI project management, agentic project management, AI agents in processes
Transformation with measurable impact
Global Presence
We operate with a strategic footprint across Europe and the UK, supporting our clients with professional relationships and international collaboration.
MUNICH • STUTTGART • BERLIN • VIENNA • LONDON •
Munich
Strategic advisory and transformation support for high-growth technology and engineering firms.
Stuttgart
Deep expertise in industrial transformation and sustainable mobility, backed by our core team.
Berlin
Supporting innovative startups and SMEs in scaling their high tech business.
Vienna
Strategic clarity and structures for companies navigating complex market transitions and international expansion.
Prepared for Scale.AI
A preventive transformation framework for sustainable growth, profitability and enterprise value.
