Your AI Lead. Fractional.

Start with our AI Audit. We map your current workflows, identify bottlenecks costing you time/money, and deliver an actionable roadmap recommendation aligned with with your goals and current strengths. We don't deliver a 50-page strategy deck, but a concrete assessment of where AI makes financial sense for your specific business. No disruption to daily operations, no upfront tech investment required.

Most clients see actionable insights within a week (Audit phase), and pilot projects typically deliver measurable efficiency gains within 60-90 days. We structure everything in phases so you can validate ROI before committing to larger investments.

We provide ROI Estimates before you spend. This includes precise cost-benefit modeling, payback period timelines, and vendor financial vetting. You'll know what a project costs, when it pays for itself, and what risks to mitigate, giving you the confidence to invest (or decline) based on hard numbers, not hype. If you are not comfortable with a time-and-materials approach, we can tailor a project-based offer for you, providing that the scope is sufficiently defined.

Security and compliance requirements vary significantly for each industry and use case. As we prioritize initiatives we carefully consider security and compliance implications and offer guidance in implementing AI responsibly.

This is where most digitalization fails, which is why we include Employee Adoption & Change Management in every implementation. We redesign workflows so new tools make employees' lives easier (not harder), provide hands-on training, and establish feedback loops. Our clients typically see high adoption rates because we focus on user experience, not just software deployment.

Certainly! While we bring Swiss operational discipline and quality standards, we work with global clients across Europe, North America, and beyond. Our methodologies (lean sprints, phased pilots, vendor-agnostic recommendations) translate across markets. We adapt to your time zone and local compliance requirements while maintaining the rigorous project standards we're known for.

We offer flexible engagement models. Many clients use our Fractional Product Management services, we act as your senior AI/product lead without shying away from the hands-on delivery work. We integrate with your internal teams, manage external vendors on your behalf, and ensure quality delivery while your staff focuses on daily operations. Think of us as an embedded resource without the burden and cost of a full-time hire.

Both. We provide strategic advisory (audits, ROI analysis, vendor selection) and hands-on delivery. For implementation, we either work with your internal team or leverage our vetted partner network while maintaining strict oversight through our Vendor Management & Quality Assurance service. This gives you access to top-tier execution without managing multiple contractors yourself.

Absolutely! AI isn't just for tech startups, it's for any business with operational complexity. We've built AI Agents and automations for retailers, coaching practices, travel services and more. The common thread? They all had repetitive manual processes, customer data to leverage, or outdated user experiences that AI could streamline. Whether you're in manufacturing, professional services, hospitality, or somewhere else, we identify where AI removes friction from your specific workflows, not where it adds complexity.

Three key differences: (1) Pragmatism over theory, we deliver actionable plans, not PowerPoints; (2) Senior hands-on execution, you work directly with experienced product leaders, not junior analysts; (3) SME focus, we understand the resource constraints and operational realities of mid-sized businesses, unlike firms designed for Fortune 500 budgets. Swiss quality, lean execution, measurable results.

Yes. Our Valuation & Growth Strategy service assesses your current value, benchmarks you against peers, and identifies where AI and operational improvements will have the highest impact on valuation. Whether you're preparing for investment, sale, or family succession, we provide the financial clarity and concrete growth plan you need to maximize value.

Through our Strategic Development & Valuation services, we provide buy-side M&A due diligence, business valuation using industry-standard methods, and technology resilience assessments. We help you understand what drives value in your business, identify risks in potential acquisitions, and create data-backed growth roadmaps that secure your company's longevity, whether you're planning a sale, succession, or next-phase expansion.