Research & development
Orbital Intelligence
Stay ahead of a changing orbit.
Connect space weather, upper-atmosphere change and satellite drag to the orbital picture—for one spacecraft or an entire constellation.
Review product scopeHEXAF INNOVATIONS / RESILIONFrom solar storms.
From solar storms.
To stronger decisions.
A connected space environment needs connected intelligence. HexaF is building Resilion—a physics-informed AI/ML platform for orbital awareness, navigation resilience, human-performance research and aurora prediction.
One scientific core. Four intelligence domains.
Platform in development · Product maturity varies.
RESILIONSpace Environment IntelligencePHYSICS-INFORMED AI/ML
OrbitalNavigationHuman PerformanceAurora Prediction
Conceptual system · not to scale · not live data
OUR HOMEUniversity of Illinois
Research ParkEnterpriseWorks · Champaign, Illinois
Research ParkEnterpriseWorks · Champaign, Illinois
IN-HOUSE CAPABILITYAI/ML infrastructure
in placeModel development · testing · deployment preparation
in placeModel development · testing · deployment preparation
Mission Support & Scientific Analysis
HexaF performs mission-related scientific analysis under a direct NASA purchase order.
RESILION / SPACE ENVIRONMENT INTELLIGENCE
AI finds patterns.
Physics gives them meaning.
HexaF is building a comprehensive physics-informed AI/ML framework that connects the Sun, solar wind, magnetosphere, ionosphere, thermosphere and radiation environment.
The core combines observations, physical models and machine learning to develop useful intelligence—with provenance, uncertainty and limits visible.
SCIENTIFIC ENGINEResilion
Space Environment Intelligence
Observe → Understand → Predict → Protect → OperateOrbital Intelligence Navigation Intelligence Human Performance Intelligence Aurora Prediction Intelligence
Shared delivery Dashboards · APIs · Reports · Decision support
ONE CORE / FOUR INTELLIGENCE DOMAINS
One connected environment.
Four focused perspectives.
Resilion turns Space Environment Intelligence into focused products, with a shared path to dashboards, APIs, reports and decision support.
Research & development
Navigation Intelligence
Positioning depends on more than satellites.
Understand how a disturbed ionosphere can affect GNSS/PNT performance across mobility, aviation and precision agriculture.
Review product scope
Research & development
Human Performance Intelligence
Explore farther. Understand the environment.
Connect radiation and environmental conditions to human-spaceflight research—from low Earth orbit to future Moon–Mars exploration.
Review product scope
AuroraAhead AI · beta active
Aurora Prediction Intelligence
Chase the lights. Read the conditions.
Bring the auroral environment into focus for chasers, photographers and researchers, with forecast context and uncertainty kept visible.
Review product scopeConceptual visualizations—not live telemetry, validated forecasts or operational guidance. Product scope and maturity are stated individually.
WHERE THE SCIENCE MATTERS
From space.
Across critical industries.
Space weather can affect the systems people rely on—power, communications, positioning, satellites and exploration. Resilion is being built to connect this changing environment to decisions in those markets.
These are potential applications and research pathways, not claims of deployed customer systems. The product roadmap stays focused on four intelligence domains.
01Power grids & electricity networks
Track geomagnetic disturbance that can drive currents through long conductors.
Potential application: combine environmental-event context with utility-owned exposure and engineering data.
Core research / integration opportunityDiscuss this application02Aviation & polar operations
Understand disturbances affecting HF communications, GNSS and radiation context at high latitudes.
Potential application: environmental scenarios for aerospace resilience studies, not flight dispatch or route authority.
Navigation IntelligenceDiscuss this application03Satellite operators & constellations
Connect thermospheric change with drag variability and spacecraft environmental exposure.
Potential application: constellation-aware orbit assessment, event analysis and planning context.
Orbital IntelligenceDiscuss this application04Precision agriculture
Investigate guidance degradation alongside ionospheric conditions and receiver observations.
Potential application: storm-event context for equipment teams and field-navigation resilience.
Navigation IntelligenceDiscuss this application05Mobility & GNSS/PNT systems
Connect environmental variability with positioning performance for connected and autonomous systems.
Potential application: receiver-data analysis and navigation-risk integration.
Navigation IntelligenceDiscuss this application06Human spaceflight & exploration
Connect radiation conditions with astronaut and mission-performance research.
Potential application: research support for low Earth orbit and future Moon–Mars environments.
Human Performance IntelligenceDiscuss this application07Pipelines & rail infrastructure
Examine geomagnetic conditions alongside long-conductor and infrastructure-system behavior.
Potential application: environmental baselines and event context for specialist engineering studies.
Core research / integration opportunityDiscuss this application08Mineral & resource exploration
Account for external magnetic variability when interpreting sensitive geophysical measurements.
Potential application: survey-event screening and environmental context for magnetic data.
Core research / integration opportunityDiscuss this application09Insurance & risk analysis
Connect space-weather events with asset exposures and documented technical impacts.
Potential application: event reconstruction and exposure research; not insurance pricing or automated claims decisions.
Cross-product research opportunityDiscuss this application10Aurora chasers & photographers
Read the changing auroral environment alongside darkness and local sky conditions.
Available pathway: AuroraAhead AI beta and source-based forecast guidance.
Aurora Prediction IntelligenceDiscuss this application11Research, forecasting & federal programs
Unify observations, physics-informed AI/ML and reproducible scientific analysis.
Engagement: mission-support analysis, data/model workshare and collaborative research.
Core science & mission supportDiscuss this applicationIndustry context: ESA commercial applications · NOAA space-weather impacts · NASA space-weather science. Source background describes environmental mechanisms—not HexaF product validation.
SHARED DELIVERY / ALL FOUR DOMAINS
From intelligence.
To decision support.
The delivery layer makes the science useful. Operational resilience, interfaces and deployment support all four products—they are not disconnected product categories.
Capabilities move from research to operational use through defined validation, integration and accountable human review.
Risk & resilience
Risk scores, risk windows, Resilience Index concepts, degradation context and alerts.
Confidence & uncertainty
Uncertainty estimates, source provenance, assumptions and limitations alongside the output.
Dashboards & reports
Focused interfaces, scientific event reports and documented decision-support products.
APIs & data pipelines
Interfaces that connect models and environmental information with customer workflows.
Cloud & edge
Deployment where technically appropriate, with application-specific validation and integration.
NEWS & INSIGHTSAll milestones & insights
A company in motion.
A mission with direction.
04 / A PRACTICAL WAY TO STARTA defined product direction. A practical path to partnership.
Build resilience
with Resilion.
See the platform.
We lead with the Resilion architecture, physics-informed AI/ML approach and relevant product roadmap.
Connect it to your world.
Together, we identify the right product application, evidence requirements and integration path.
Advance with purpose.
Move into an agreed pilot, research collaboration or scientific-software work package—with clear responsibilities.
Let’s connect the science to your mission.
Meet the team building Resilion. Explore the product direction, see where it fits, and choose the next step together.