AI-Driven Scotobiology for Earth & Orbit.
Protecting the biological clock from Boston to the Moon.
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Artificial Light at Night (ALAN) — a toxin hiding in plain sight.
99%
of U.S. population affected by light pollution
$95B
annual direct healthcare cost of sleep disorders
+40%
increased risk of cardiovascular disease & metabolic illness
Melatonin suppression caused by ALAN disrupts the circadian master clock, triggering a cascade of metabolic, hormonal, and cognitive dysfunction. This is not a lifestyle issue — it is a public health emergency.
+ $411B lost annually in national productivity
On the ISS, astronauts experience 16 sunrises per day. Without regulation, the biological clock fails.
Cognitive Decline
Sleep fragmentation impairs decision-making, reaction time, and mission-critical judgment during EVAs.
Physiological Drift
Long-duration missions cause metabolic instability, immune suppression, and hormonal dysregulation.
No Natural Light Cycle
Lunar and deep-space habitats have zero natural circadian cues. Lighting must be autonomously managed.
Earth → Moon → Mars
Every long-duration mission amplifies the circadian problem. The further from Earth, the more critical autonomous health regulation becomes.
An autonomous agentic workflow that performs hyper-localized Circadian Efficiency Audits.
Ingest
User uploads night-sky image & sleep metrics via Next.js interface
Vision Agent
Gemini multimodal model analyzes spectral glare & estimates Bortle Scale
Geospatial Fusion
Modal.com backend queries NASA Black Marble (VIIRS) satellite radiance data
Health Audit
AI generates Personal Circadian Score with precise lighting interventions
Offline-First
Runs on-habitat without connectivity
Low-Latency
VIIRS sync verified at 0.4s
Encrypted Sync
Crew health data end-to-end secured
A working command-center interface for Circadian Efficiency Audits.
Local Light Census
Mission Parameters
Location42.36° N
SourceNASA VIIRS
SyncActive
Scotobiology Map Overlay
Live HeatmapBortle Scale
Class 7
Circadian Score
Melatonin:Delayed
Spectral Risk:High
Agent Recommendations
From Boston city halls to commercial space stations — one platform, three revenue streams.
B2G · Municipal
City planners in Boston, Worcester, Cambridge
Service: Circadian Risk Mapping
Value: Dark-Sky streetlight retrofitting
$25k – $100k / audit
B2B · Healthcare Payers
BCBS Massachusetts, biotech wellness programs
Service: AI Wellness Integration
Value: $7,000 saved per member/year
$50 – $150 / employee / yr
Space Sector
SpaceX, Blue Origin, Axiom Space, NASA
Service: Circadian Diagnostic Agent
Value: Autonomous habitat LED regulation
$250k+ / yr licensing
Year 1 Revenue (Pilot)
$225,000
3 MA Municipal Pilots
Year 3 Revenue (Scale)
$3.5M+
National + Aerospace Licensing
From Boston pilot to LEO habitat integration in 18 months.
Q3 2026 — Pilot Launch
Phase 1"Boston Light-Census": deploy with 500-resident cohort across 3 neighborhoods.
Target: 3 MA municipal contracts · $225k ARR
Q1 2027 — Scale
Phase 2Partner with a MA healthcare payer for zip-code health correlation study.
Target: BCBS MA integration · SaaS expansion
Q4 2027 — Space
Phase 3Deliver first prototype "Circadian Diagnostic Agent" to LEO commercial habitat.
Target: Axiom / Blue Origin partnership · $250k+ licensing
Why OSMED, Why Now
Operational efficiency advantage
AI replaces months of manual environmental studies with automated, sub-second intelligence.
Earth
Protecting 330M Americans from the silent circadian crisis
Lumina-Check AI
The intelligence layer for human biological health, anywhere
Orbit & Beyond
Autonomous circadian regulation for the next generation of space habitats
Circadia-Space
Massachusetts · 2026