36 Operational Intelligence Tools

Production-ready analysis tools for early warning detection, stability monitoring, risk forecasting, and operational intelligence. Powered by the Δ.72 Coherence Engine.

Early Warning Intelligence Suite

• Margin State Engine™ — Classifies operating state into Stable, Signal Drift, Dysregulation, Collapse Risk, or Recovery.
• Early Warning Risk Score™ — Flags margin erosion risk 2–4 cycles before visible loss.
• Trajectory Slope Monitor™ — Detects deterioration rate even when current performance still appears acceptable.
• Recovery Half-Life™ — Measures how quickly corrective actions propagate through the system.
• Personalized Baseline Engine™ — Compares performance to local operating baselines instead of blunt static thresholds.
• Episode Replay™ — Forensic analysis for operational breakdown events.
• Threshold Optimizer™ — Tunes alert sensitivity based on false-alarm tolerance and risk.
• Coherence Phenotypes™ — Clusters units into resilience archetypes.

Operations Intelligence

• DriftGuard™ — Continuous monitoring for structural drift across operational systems.
• OperatorLoad™ — Measures cognitive and operational load on human operators.
• PhaseState™ — Classifies operational phase and predicts time to collapse.
• EnviroCoherence™ — Environmental entropy scoring and productivity impact analysis.

Risk + Simulation

• Closure Simulator — Model coherence closure paths under varying conditions.
• Closure Forecast — Predict closure probability and intervention timing.
• Regime Drift Detector — Identify structural regime changes in operational data.
• Coherence Atlas — Cross-system coherence heatmap and risk clustering.
• FrameLock™ — Stability scoring and amplification factor analysis.

Infrastructure + Compression

• GLIS Compression — Coherence-guided compression with 40–70% storage reduction.
• Universal Optimization Solver — Route coherence, constraint optimization, and efficiency analysis.
• Fluid Stability Analyzer — Instability risk detection and failure window prediction.
• Cloud Cost Optimizer — Waste hotspot detection and rightsizing recommendations.

All tools are accessible via the platform or API. Upload your data to get started, or request a 30-day pilot.