Our AI works from a continuously updated health profile that includes:

• Your biomarker results across time
• Automatically imported past labs and medical records
• Wearable and lifestyle data when available
• Your current protocol, goals, and preferences

That context shapes every answer. Guidance is specific to you, not generic advice.

This system is not built to speculate or give unsafe advice. It operates within:

• Clinical guardrails designed by medical professionals
• Evidence-backed reasoning tied to established research
• Clear boundaries around what it can and cannot recommend

When something falls outside those boundaries, it doesn't guess.

Beyond public medical knowledge, the system is informed by:

• Our internal research frameworks
• Pattern recognition across large-scale biomarker data
• Protocol logic refined through real-world use

Deep testing that goes beyond routine panels and adapts as your protocol evolves. Use diagnostics to:

• Establish baselines
• Confirm whether interventions are working
• Retest when your biology or goals change

Every supplement is curated for dosing that reflects real biomarker data, not label minimums. Curated for:

• Appropriate dosing
• Bioavailable forms
• Necessary cofactors
• Minimal fillers and additives

Prescription medications and peptides are available when clinically appropriate and clinically indicated. These are:

• Integrated into your protocol
• Prescribed only when eligibility criteria are met
• Reviewed in the context of your biomarkers, goals, and history

Many supplements are under-dosed to look cheaper and are not optimized for results. For example:

• Vitamin D products often contain ~500-1,000 IUs
• Most people need closer to 2,000-4,000 IU based on their baseline test results

We only include products with dosages that align with evidence and are adjustable to your actual needs.

Not all ingredients are absorbed the same way. Common issues we screen out:

• Inactive or poorly absorbed forms of B12, folate, and minerals
• Forms chosen for cost, not effectiveness

Products are selected for forms your body can actually use, not just pass through.

Supplements don't work in isolation. We curate products with proper cofactors and recommend combinations that make sense together - so nothing you take works against something else. Examples:

• Vitamin D + Vitamin K2: Vitamin D is more effective when paired with K2, which helpsdirect calcium to bones rather than soft tissue. We recommend them together.
• Zinc + Copper: Zinc and copper compete for absorption. High-dose zinc can deplete copper over time. We account for copper levels when recommending zinc.

Many supplements include:

• Silicon dioxide
• Titanium dioxide
• Magnesium stearate

These additives are often unnecessary and sometimes counterproductive. We favor cleaner formulations with fewer non-functional ingredients.

Products are included because they:

• Solve real problems we see in biomarker data
• Fit into actual health protocols
• Meet quality and formulation standards

Not because of brand deals or trends. You can use the guidance even if you buy elsewhere. The marketplace exists to make the choice easier when you don't want to research every label yourself.