We’ve spent millions of years evolving. AI is the shortcut.
But is your organization actually ready to deploy it?
Conduct an independent strategic assessment to make the best use of AI.
Billions in "Innovation Budget" are wasted annually out of the fear of missing out.
I provide the realistic assessment needed to maximize the value of your CAPEX and to make sure
your workforce aligns with the shift to next generation technologies
I have repeatedly led technical adoption and training for workforces across the US, Canada, Mexico, Brazil, EU, China, Japan, Korea, Singapore, India, Australia, and New Zealand. I understand the cultural and technical friction points that determine if a global rollout succeeds or dies in the pilot phase.
From a Fortune 200 like Baker Hughes to the German Aerospace and research centers in tech innovation hubs like South Korea, I have spent a career at the cutting edge of technology and its relationship with humans. I famously advised my own multi-billion dollar employer to halt AR/VR spending because the ROI wasn't there. My loyalty is to your balance sheet, not your enthusiastic tech vendors.
Strategy doesn't require a boardroom presence. Leveraging years of global management experience, I conduct grass root level audits across 6 front criteria: Alignment, Value, Friction, Governance, Infrastructure and Economics
Six point criteria to determine the value of your technical investments.
Does this technology solve a verified operational bottleneck, or is it a solution looking for a problem? I map tech capabilities directly to your core business objectives.
Quantifying the "Time-to-Competence." I evaluate the tangible efficiency gains, safety improvements, and data accuracy benefits against the cost of implementation.
Identifying the "Human Hurdle." I assess workforce digital literacy, user interface barriers, and the likelihood of floor-level rejection before you deploy.
Navigating the "German Works Council" (Betriebsrat), global HR policies, and data privacy laws. I ensure your tech rollout isn't halted by legal or regulatory friction.
Deep-dive analysis of your 3D data pipelines, Edge Computing, and network latency. If your pipes can't handle the data, the technology will fail.
The brutal reality of TCO (Total Cost of Ownership). From hardware lifecycles to subscription bloat, I tell you if the investment is a financial win or a sinkhole.
Get in touch to extract the maximum out of your investments.