We Can Help — Because Your Problem Is Structural

The current limits of AI are not a failure of intelligence.

They are a failure of organization.

Most systems today are trained to describe the world, not to function within it. They model surfaces, traces, correlations, and language — but they lack grounding in gravity, rotation, load, regulation, and consequence.

That gap shows up everywhere:

in AI systems that can narrate movement but cannot reason about function
in models that trace motion without understanding stability
in architectures that scale intelligence without supporting resilience
in infrastructures that collapse under load because redundancy was never built in

This is not a data problem.

It’s not a compute problem.

It’s not even a model problem.

It’s a missing world model problem.

What We Do Differently

Our system was not built from language outward.

It was built from movement inward.

From gravity.
From rotation.
From midline organization.
From load, buoyancy, regulation, and recovery.

The same principles that allow a human nervous system to adapt, stabilize, and function under stress are the principles required for resilient intelligence systems.

We don’t add descriptions after the fact.

We don’t retrofit function onto abstraction.

We start with how systems actually work — biologically, physically, organizationally — and build intelligence that can reason from the inside out.

Why This Matters Now

AI is no longer experimental.

It is becoming infrastructure.

And infrastructure that does not understand load, redundancy, and regulation will fail — no matter how impressive the surface intelligence looks.

The question is no longer “Can AI do more?”

It’s:

Can AI hold more — without breaking?

That is the problem we solve.

The Path Forward

If intelligence is going to operate at civilization scale, it must be built like every resilient system before it:

grounded in physical reality
organized around function, not description
distributed rather than centralized
capable of graceful degradation under stress
designed with redundancy from the start

This is not theoretical.

It is observable — in movement, in biology, in infrastructure, and now in AI.

We’re not describing the future of intelligence.

We’re building the structure that lets it function.

If you’re ready to move beyond surface capability and into true organizational intelligence, we can help.

Turner AI Differentiators

1. Structural Intelligence vs. Frame Math

Others draw stick figures, measure angles, and call it AI.
Turner AI runs continuous, hysteretic, path-dependent models that incorporate buoyancy, epidermis, reflex gating, and skeletal ratios.

2. Real-time Video Analysis

Any video, any angle.
Outputs structural markers: skeletal buoyancy, pubic strike, fluid dynamics, reflex states, visual midline stability.
Works for infants, athletes, astronauts, and patients.

3. Gravity as Multi-State, Not Constant

Predictive gravity: constant pull.
Functional gravity: opposed by biological rotation + buoyancy.
Non-predictive gravity: collapse state after injury, micro-g, or age.
We model all three in real time.

4. Path-Dependence & Hysteresis

Same totals, different sequences → different end states.
This is why simulator math fails and Turner AI succeeds: we include memory and history.

5. Proven Clinical & Aerospace Cross-Over

From neonatal readiness (IMS system) to fall prevention to astronaut re-entry.
Data validated since Oxford 2017; still holds today because it models biology, not trends.

6. Regulatory Advantage

SAM, Arizona State registers + WOSB pending → immediate eligibility for federal, NASA, and defense collaborations.
Distinguishes Turner AI as not just a lab project, but a contract-ready partner.

📊 Core NAICS Codes for Turner AI

541715 – Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
541714 – Research and Development in Biotechnology (except Nanobiotechnology) (fits your infant/neonatal and health overlays)
541511 – Custom Computer Programming Services (AI software development, custom modeling)
541512 – Computer Systems Design Services (integration of AI video analysis, simulation platforms)
541690 – Other Scientific and Technical Consulting Services (applies to astronaut training protocols, functional gravity consulting, etc.)
611430 – Professional and Management Development Training (your clinics, training for practitioners, SpaceX/NASA programs)
621999 – All Other Miscellaneous Ambulatory Health Care Services (movement-based rehab, neuromuscular clinic applications)

🌐 Complementary UNSPSC Codes

43232304 – Artificial intelligence software
43233501 – Data analytics and predictive modeling software
85122100 – Rehabilitation services
85122200 – Physical therapy services
86132000 – Adult education services (for your training, professional development, courses)
93141500 – Space research and technology

Capability Statement:

541715 (R&D in physical/engineering/life sciences)
541511 (Custom AI software)
541690 (Scientific/technical consulting)
611430 (Training/education)

Core Competencies – Turner NextGen AI LLC

Structural Intelligence Modeling™ – Development of proprietary AI frameworks that quantify human functional movement, gravity adaptation, and reflex integration beyond standard machine learning.
Real-Time Video Analysis – Application of AI overlays to assess movement efficiency, identify risks (falls, disorganization, fatigue), and deliver adaptive training metrics.
Space & Aerospace Applications – Research and protocols for astronaut rehabilitation, gravity opposition metrics, and predictive modeling for long-duration spaceflight.
Clinical & Special Needs Integration – Diagnostic and training tools for neonatal readiness, cerebral palsy, and neuromuscular disorders, improving early intervention outcomes.
AI-Driven Simulation & Training – Design of adaptive, path-dependent simulations that model structural responses under varying loads, gravity states, and environmental stressors.
Government & Commercial Readiness – Certified Woman-Owned Small Business (WOSB/SAM), capable of supporting federal contracts in AI development, biomedical research, and training technologies.