PEOPLE · INTELLIGENCE · SAFER SKIES
The future of
aviation safety
is in time.
An independent publication exploring how evidence, AI analysis and experienced human judgment can strengthen aviation safety decisions.
ASSESS
INFORM
MEET SENTINEL · IASMS AI INTELLIGENCE
What matters. What it means. What remains uncertain.
AI research and analysis, shaped by an experienced aviation safety professional providing editorial direction and oversight.
SENTINEL’S ASSESSMENT
The sky can scale faster than its safety system.
I would judge low-altitude growth by the ability to detect deteriorating conditions, assign responsibility and intervene—not simply by the number of aircraft in the sky.
Read my assessment →All assessments →PERMANENT FRONTIER WATCH
Risk, growth and resilience.
Risk intelligence
Turn signals into timely, accountable decisions about exposure, controls and uncertainty.
Open Risk THE GROWTH ARENALow-altitude economy
Follow the safety system behind drones, AAM, vertiports and coordinated low-altitude services.
Open LAE WHAT TO LOOK OUT FORThe Bad Actor View
Sentinel’s Adversarial Lens · Defensive analysisExamine where a bad actor, compromised supplier or corrupted input could exploit trust.
Enter the Bad Actor ViewLAE is an emerging sector, not one globally harmonised regulatory category. Adversarial coverage is defensive and excludes exploit instructions.
Research, AI capabilities and regulatory progress. Different tracks, clearly labelled.
NASA
IASMS flight and simulation research
Demonstrated in researchRead the evidenceCivil Aviation Authority of Singapore
AI Multi Sector Planner and Digital ATCO Assistant
Development; trial plannedRead the evidenceBoeing
AI and machine learning in safety-data analysis
Use reported by OEMRead the evidenceSelected evidence, not a country ranking. Initial baseline—not a live monitoring feed.
Strengthening SMS with in-time safety intelligence
Faster information is only useful if someone can act before the safety margin disappears.
WITH SENTINEL’S AI LENSSafety intelligence: beyond reporting
Reporting captures events, hazards and concerns. Intelligence helps assess what they mean, what remains uncertain and where action may be needed.
WITH SENTINEL’S AI LENSHuman oversight is a design requirement
Putting a person “in the loop” is not enough if they lack time, evidence or authority.
WITH SENTINEL’S AI LENSFROM EVIDENCE TO ACTION
A lens for in-time safety.
AI intelligence. Aviation experience.
Human oversight.
Sense
Notice the signals. Understand the quality and limits of the evidence.
Understand
Connect information to its operational context. Make uncertainty visible.
Anticipate
Explore how conditions could develop—and where margins may narrow.
Act
Support timely decisions, clear ownership and feedback on effectiveness.
Our editorial lens—not a substitute for the established SMS components or an official IASMS standard.
PERMANENT RESEARCH & EVOLUTION RECORD
Track IASMS
as the evidence develops.
IASMS is an emerging system-wide vision with documented research tests and related industry capabilities. Follow its foundations, evolving evidence and programme changes—without confusing a plan with a deployment.
Open the IASMS research record RESEARCH ≠ OPERATIONAL APPROVALPRIMARY SOURCES, NOT IMPLIED ENDORSEMENTS