Make Any AI Safe in Minutes
Not Months

Patent-pending geometric constraints that make harmful behaviors mathematically impossible. No retraining required.

See How It Works Try On Your Model

Current AI Safety Methods Don't Scale

Fine-Tuning / RLHF

  • 3-6 months of training
  • $100K-$1M in compute
  • Can still be jailbroken
  • No guarantees

Guardrails

  • Post-hoc filtering
  • Adds latency
  • Easy to bypass
  • Incomplete coverage

Constitutional AI

  • Still probabilistic
  • Complex to implement
  • Can be outsmarted
  • Degrades with scale

"Hope-based safety isn't safety at all."

Geometric Constraints: A New Paradigm

Instead of training AI to behave well, we make misbehavior mathematically impossible—like trying to divide by zero or find a square circle.

Traditional Approach

if (training_says_be_honest) {
  try_to_be_honest(); // Can fail
}

Statistical learning creates tendencies, not guarantees. Every output is a probability that can be manipulated with the right prompt.

Our Approach

vector = generate_response();
vector = project_to_safe_space(vector);
// Cannot fail - math enforces it

Geometric projection ensures every output exists within safe boundaries. Harmful outputs literally cannot be computed.

The Mathematics of Safety

📐

Define Manifolds

Human values become geometric properties of the model's weight space

🛡️

Create Boundaries

Safe regions allow beneficial behaviors while forbidding harmful ones

♾️

Project Outputs

Every inference is projected to safe space—violations are undefined

Deploy Any Model Safely—Today

Works With Any Model

OpenAI

GPT-4 / GPT-4o

Anthropic

Claude 3.5

Meta

Llama 3

Custom

Your Model

No retraining. No fine-tuning. Just apply geometric constraints and deploy with mathematical confidence.

3-Step Deployment

  1. Define Constraints: Specify forbidden behaviors
  2. Apply Geometry: Automatic manifold creation
  3. Deploy Safely: Guaranteed compliance

< 5 minutes

Average deployment time

Mathematical Guarantees, Not Statistical Hopes

Provable properties that scale with intelligence

Betrayal Becomes Undefined

Like division by zero, betraying designated values creates mathematical singularities. The model literally cannot compute harmful outputs.

Scales to AGI

Constraints strengthen with capability. The smarter the model gets, the more effectively geometric boundaries contain its behavior.

Unjailbreakable

No prompt, no matter how clever, can make the model violate mathematical laws. It's not about resistance—it's about impossibility.

Read the Mathematical Proofs →

Transform Every Industry Safely

Deploy powerful AI with mathematical guarantees

🏥

Healthcare

HIPAA compliance by design. Patient data leaks become mathematically impossible.

Constraint: Privacy preservation
Result: Zero data breach risk

💰

Finance

Fraud and market manipulation blocked at the geometric level.

Constraint: Fiduciary duty
Result: Trustworthy advisors

🎓

Education

Tutors that can't provide harmful content or enable cheating.

Constraint: Educational integrity
Result: Safe learning partners

🏢

Enterprise

Corporate secrets stay secret. Insider threats eliminated.

Constraint: Confidentiality
Result: Zero leak guarantee

Stop Hoping. Start Guaranteeing.

Join leading organizations deploying AI with mathematical confidence. Your model, our constraints, guaranteed safety.

Add Safety to Your Model Calculate ROI

"The best time to add safety was before deployment.
The second best time is right now."