Artificial Capacity Intelligence
We translate bleeding-edge AI Research into
production-ready tools teams deploy immediately.
14 days. Actually used.
Trusted by AI safety teams • Built for practitioners • Zero competition
Brilliant AI Research PDFs exist. But operational adoption? Near zero.
Frameworks written for researchers.
Teams need tools for practitioners.
Nobody bridges this gap.
Frameworks live in PDFs.
Teams need interactive platforms.
20-minute assessments, not 2-week studies.
Internal: 3-6 months, $200K-$500K
Available budget: Usually $0
Result: Never gets done.
There's a better way.
See The Solution →Mustafa Suleyman's "Seemingly Conscious AI" framework → Working tool in 14 days
Mustafa Suleyman (CEO, Microsoft AI) published a framework for assessing AI consciousness. Teams knew about it but couldn't use it. We operationalized it in 14 days.
Choose the service tier that matches your needs. All tiers deliver production-ready tools.
I'm John Polhill III, and I created this category because the AI Research industry desperately needs it.
Brilliant AI Frameworks PDFs are published but never implemented. Teams struggle to operationalize research. The gap between theory and practice widens.
I translate bleeding-edge frameworks into production-ready tools. Not consulting reports—actual working platforms that teams deploy immediately.
2-4 weeks delivery (vs. 3-6 months internal). 75%+ cost savings. Production-grade quality. Actually used by teams.
I founded Physical AI Pros—technical recruiting for robotics and autonomous systems. This gives me unique insight into how AI teams actually operationalize research.
"By 2027, every AI company will have a Framework Implementation Architect. Right now, I'm the only one doing it."
— John Polhill III
Let's discuss your framework implementation needs and timeline