TalaStar Digital — Operating System

Healthcare AI
built from
bedside up.

VitalisOS runs the operations behind TalaStar Digital — the independent healthcare AI company attacking the Clay Mathematics Institute $1M Millennium Prize while building clinical-grade AI systems for real patient care.

$1M Millennium Prize
4 AI Products
88 yrs Unsolved Problem
1 Independent Founder
Flagship Product

Vitalis AI™

Real-time patient monitoring with NEWS2 scoring, auto-titration algorithms, and intervention audit trails — designed from years of frontline respiratory nursing experience, not engineering lab assumptions.

NEWS2 Scoring

National Early Warning Score 2 integration — calibrated to UK NHS clinical pathways. Continuous risk stratification from real-time vital sign streams.

Auto-Titration

Dynamic intervention recommendations that adapt to patient trajectory. Audit trail of every AI recommendation and clinical override for full accountability.

Intervention Audit

Every decision logged and traceable. Clinician-in-the-loop architecture — AI supports, the human decides. Built to meet MHRA, NICE, and DCB0160 requirements.

Patent Pending

Clinical Intelligence

Currently a research concept — moving toward NHS DTAC pathway and UKCA marking. Designed from bedside experience that no competitor has.

Research Proof

Attacking the $1M
Millennium Prize

The Navier-Stokes existence and smoothness problem — one of seven unsolved Millennium Prize problems designated by the Clay Mathematics Institute in 2000 — has resisted resolution for over 180 years of mathematical effort.

TalaStar's research applies a depletion-based reduction of the 3D regularity problem, targeting the single frequency gain condition that blocks global regularity proof.

Core equation: ∂u/∂t + (u·∇)u + ∇p = νΔu ∇·u = 0

Named for Claude-Louis Navier (1822) and Sir George Gabriel Stokes (1845) — the foundation of all modern fluid dynamics.

Sir George Gabriel Stokes

Sir George Gabriel Stokes

13 August 1819 — 1 February 1903

Irish mathematician and physicist; co-formulator of the Navier-Stokes equations

Operating Principles

The HEAL Framework

Every decision at TalaStar is tested against four principles — not as policy, but as a living framework that shapes product architecture, research direction, and partnership criteria.

H

Human-Centricity

Technology exists to serve people — patients, clinicians, and communities. Every feature is designed from the human need outward, not the capability inward.

E

Equity

AI must perform across all patient demographics. Every model is tested for bias against NHS protected characteristics before deployment.

A

Accountability

Audit trails on every decision. Clinician-in-the-loop always. No black-box autonomy — every AI recommendation is traceable to a human reviewer.

L

Longevity

Products built to last — not to chase a funding round. Sustainable architecture, open methodology, and long-term clinical validation over short-term hype cycles.

"I build AI systems that serve humanity first — not shareholders, not hype cycles, not quarterly reports."

Kristal Jane Apurado — Founder & Independent Researcher, TalaStar Digital

Vitalis AI™ Clinical Intelligence
MoneyGuard™ Financial Protection
Flood Resilience AI Climate Defence
GAPS Reactor O&sub2;-N&sub2; Separation

No corporate dependencies. No venture capital compromises. Pure, founder-driven innovation aligned with human need.