Operational resilience, measured
See what remains when the environment is withdrawn.
λ-SPEC turns a table into an auditable coupling profile: global fragility, rolling trajectory, environmental-driver ranking, and a controlled withdrawal stress test.
λ couplingΦ fragilitydλ/dt early signalEvidence-first AIWebMCP · 8 agent tools
Φ(x) = limλ→0 ‖Hlocal(x)‖ / ‖H(x,E)‖Fragility is not only inside the object. It is revealed by the coupling it loses.
λ
Your resilience profile will appear here.
The loaded demo is ready. Run the analysis to produce evidence, stress curves, and an exportable report.
How it works
A narrow, auditable chain from data to decision.
Measure
Estimate λ from the relationship between system and environment variables.
Track
Calculate rolling λ and dλ/dt to expose strengthening or decoupling.
Stress
Withdraw environmental signal progressively and observe the resilience envelope.
Explain
Generate an evidence-bounded interpretation and export the underlying metrics.