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ACI VAULT

Artificial Capacity Intelligence

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Pioneering Framework Implementation Architecture

AI Safety Frameworks
Deserve Better Than PDFs

We translate bleeding-edge AI safety research into production-ready tools teams deploy immediately. 14 days. Actually used.

85%
Time Savings
75%
Cost Reduction
2-4
Weeks Delivery
🎯 See SCAI Platform Demo View Services & Pricing

Trusted by AI safety teams • Used by researchers • Built for practitioners

The Framework Implementation Gap

Brilliant AI safety frameworks exist. But operational adoption? Near zero.

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Translation Gap

Frameworks written for researchers.
Teams need tools for practitioners.
Nobody bridges this gap.

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Tooling Gap

Frameworks live in PDFs.
Teams need interactive platforms.
20-minute assessments, not 2-week studies.

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Resource Gap

Internal: 3-6 months, $200K-$500K
Available budget: Usually $0
Result: Never gets done.

⭐ Featured Implementation

SCAI Assessment Platform

Mustafa Suleyman's "Seemingly Conscious AI" framework → Working tool in 14 days

From Research to Reality

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.

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9-Component Assessment Concrete HIGH/LOW scoring examples for each component
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Weighted Risk Algorithm Autonomy 2x priority, dangerous combination detection
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Specific Mitigations Actionable recommendations prioritized by severity
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Production Ready WCAG AAA accessible, mobile responsive, <1s load time
Try Live Demo → Request Implementation
Development Timeline
14 Days
vs. 3-6 months internal
Implementation Cost
$25,000
vs. $200K-$500K internal
Assessment Completion
20 Minutes
vs. weeks of manual framework interpretation
ROI
85% Time, 75% Cost
Savings vs. internal development

Framework Implementation Services

Choose the service tier that matches your needs. All tiers deliver production-ready tools.

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Rapid Implementation

$15K - $25K
2-4 weeks delivery
  • ✓ Interactive assessment platform
  • ✓ Concrete scoring examples
  • ✓ Risk calculation algorithm
  • ✓ Basic mitigations
  • ✓ Responsive design
  • ✓ WCAG AA compliance
  • ✓ 2 weeks post-launch support
Get Started →
Best for: Proof of concept, single frameworks, startups
MOST POPULAR
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Enterprise Package

$35K - $50K
4-6 weeks delivery
  • ✓ Everything in Rapid Implementation
  • ✓ API integration capabilities
  • ✓ Team collaboration features
  • ✓ Historical tracking & analytics
  • ✓ Custom white-labeling
  • ✓ Advanced mitigations
  • ✓ WCAG AAA compliance
  • ✓ 30-day support + training
Get Started →
Best for: Established AI companies, investor-grade infrastructure
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Ecosystem Development

$75K - $150K
6-8 weeks delivery
  • ✓ Everything in Enterprise Package
  • ✓ Training program for practitioners
  • ✓ Certification curriculum
  • ✓ 3 pilot company case studies
  • ✓ Azure AI / AWS integration
  • ✓ Community platform
  • ✓ Quarterly updates
  • ✓ Priority support
Get Started →
Best for: Frontier Model Forum, thought leaders, industry-wide adoption

Ongoing Partnership Retainer

$10K - $20K / month

For thought leaders publishing regular frameworks

Includes:
  • → Priority access to pre-publication drafts
  • → 30-day implementation for new frameworks
  • → Ongoing platform maintenance & updates
Perfect for:
  • → Mustafa Suleyman, Dario Amodei, etc.
  • → AI safety organizations with continuous research
  • → Companies with evolving safety standards
Discuss Partnership →

Framework Implementation Library

Explore our portfolio of operational framework implementations

Filter by Framework Type:

All Frameworks AI Safety Frameworks Capacity Planning Governance & Compliance Reliability Monitoring Product Acceleration MLOps & Pipelines Data Engineering Model Training Evaluation & Testing Infrastructure & Scaling Explainability & Fairness Integration & APIs

3 framework implementations available Clear filters

🏛️
AI Safety Frameworks ⭐ Featured

SCAI Assessment Platform

Mustafa Suleyman's "Seemingly Conscious AI" framework operationalized into a production-ready assessment tool. Complete 9-component interactive platform with weighted risk scoring, dangerous combination detection, and specific mitigation recommendations. Delivered in 14 days.

SCAI Mustafa Suleyman AI Consciousness

Implementation starts at

$25,000

View Implementation Details →
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AI Safety Frameworks

Constitutional AI Assessment Platform

Anthropic's Constitutional AI framework operationalized. Systematic evaluation of AI system alignment with specified principles, harm detection, and compliance scoring.

Constitutional AI Anthropic AI Alignment

Implementation starts at

$35,000

View Implementation Details →
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AI Safety Frameworks

MLflow Experiment Tracker Integration

"Quick-start MLflow integration for tracking ML experiments with automated logging of parameters, metrics, and model artifacts."

mlflow experiment-tracking mlops

Implementation starts at

$50

View Implementation Details →

Pioneering Framework Implementation Architecture

I'm John Polhill III, and I created this category because the AI safety industry desperately needs it.

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The Problem I Solve

Brilliant AI safety frameworks are published but never implemented. Teams struggle to operationalize research. The gap between theory and practice widens.

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My Approach

I translate bleeding-edge frameworks into production-ready tools. Not consulting reports—actual working platforms that teams deploy immediately.

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The Results

2-4 weeks delivery (vs. 3-6 months internal). 75%+ cost savings. Production-grade quality. Actually used by teams.

Connect on LinkedIn Work Together

Background

I founded Physical AI Pros—technical recruiting for robotics and autonomous systems. This gives me unique insight into how AI teams actually operationalize research.

I combine:
  • → Deep AI/ML technical knowledge
  • → Product implementation expertise
  • → Understanding of enterprise needs
  • → Talent systems architecture experience

"By 2027, every AI company will have a Framework Implementation Architect. Right now, I'm the only one doing it."

Framework Implementation Consultation

Your Path to
Operationalization

Share your implementation vision. We'll follow up within 24 hours.

Your Information

Implementation Details

Additional Context

Your information will be sent to jp@physicalaipros.com for a personalized follow-up.