AI Adoption
AI isn’t a magic switch, but when implemented strategically, it can save hours, unlock new capabilities, and give your team freedom to focus on what actually matters.
I don’t just bolt AI onto your existing systems.
With my partner Sebastian Witkowski, we design and implement adoption strategies that are practical, compliant, and resilient, so you get the benefits of AI without putting your business or reputation at risk.
Most Businesses Get AI Wrong
Tools are adopted without strategy, creating more confusion than clarity.
Automations break because they aren’t designed around real workflows.
Leaders hesitate out of fear of compliance risks or disrupting their team.
The result: wasted time, wasted money, and no measurable impact.
AI That Works With Your Business, Not Against It
Practical Integration: AI embedded into your current systems, making daily work faster and lighter.
Custom Automations: Replacing repetitive tasks with pipelines that actually stick.
Compliance-Aware Design: For regulated industries (finance, law, healthcare), adoption strategies that keep you trusted and safe.
Team Training & Change Management: Systems designed so your team can use them without friction or resistance.
Freedom to Focus: More time for relationship-building, fulfillment, and growth while the routine work handles itself.
This isn’t surface-level AI consulting.
My partner Sebastian Witkowski brings advanced expertise in the reliability of semiconductor devices and system-level error mitigation for safety-critical applications. His published research has studied how single-event effects propagate through microcontrollers and microprocessors and how to design systems that prevent catastrophic errors in real-world use.
Together, we combine strategic clarity with technical rigor, delivering AI adoption that scales safely, efficiently, and with measurable impact.
AI is already reshaping how business is done, but most leaders either ignore it out of fear or dive in without a plan. Both paths are dangerous.
Done right, AI adoption:
Saves 10–30+ hours per week across teams.
Shortens sales and fulfillment cycles through automation.
Future-proofs operations by blending human intelligence with machine efficiency.
Creates resilience in a marketplace where ignoring AI isn’t an option.
Every Business Needs Different Levers Pulled
Every business has different levers to pull. For some, it’s simple automations that save hours.
For others, it’s integrating AI into entire workflows, training materials, or compliance dashboards.
That’s why every engagement starts with The Carmichael Audit, a process where we map your business, find the friction points, and identify the levers that will deliver the highest reward with the least effort.
Stay Connected to the Forge
Get occasional insights, open letters, and resources to simplify growth and cut through the noise. No fluff. No spam. Just clarity when it matters.
