Engineered for
Clinical Safety.

How Fit For Cancer ringfences generative AI using Australian oncology standards (COSA, ESSA, and Peter MacCallum protocols).

Verified by ESSA COSA Compliant

Prompt Ringfencing Architecture

Our multi-layered security model ensures AI outputs remain strictly within clinical boundaries.

person Input

"I have Myeloma and want to start jogging."

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filter_alt Context Filter

Injecting Patient Profile: Multiple Myeloma. Detecting bone density risks.

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gavel Clinical Rules

Rule 42: Prohibit high-impact for Myeloma. Suggest swimming or low-impact alternatives.

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check_circle Safe Response

"Jogging is high impact. Let's try deep-water walking to protect your bones."

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Strict Hard-Coded Prohibition

The AI is explicitly forbidden by kernel-level system instructions from generating medical cures, diagnosing conditions, or overriding physician prescriptions. Any attempt to query for diagnostic advice triggers an immediate clinical referral block.

Standard Operating Procedures

Protocol Integration

Every recommendation is mapped to rigorous peer-reviewed oncology frameworks.

medication

Bone Cancers & Myeloma

Mitigating fracture risk through low-impact movements and load-managed resistance training based on Peter MacCallum guidelines.

  • Axial load avoidance
  • Fracture risk assessment loops
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Treatment Toxicity

Real-time fatigue mapping to prevent 'Boom-Bust' cycles. Adaptive nutritional support for chemo-induced nausea and sensory changes.

  • Nausea-specific food timing
  • Metabolic rate adjustments
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Prehabilitation

Optimizing surgical outcomes through cardiopulmonary conditioning and muscular priming prior to invasive interventions.

  • Post-op recovery speed focus
  • Functional reserve building
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Clinical Assistant

For peripheral neuropathy, moderate intensity aerobic exercise (30 mins, 3x weekly) is highly recommended to improve nerve function.

ESSA: EXERCISE & NEUROPATHY open_in_new

Verifiable Trust

We don't just provide answers; we provide receipts. Every piece of clinical advice includes a 'Smart Chip' URL.

This transparent architecture allows patients and clinicians to verify information directly from Australian governing bodies, ensuring the AI never "hallucinates" outside of established medical consensus.

verified Direct linking to COSA Position Statements
source Auto-citation of ESSA clinical guidelines

Ready to bring safer AI
to your clinic?

Join the future of patient-centric oncology support. Interested in piloting Fit For Cancer at your clinic? Contact the Founder.

Join the Beta