SIMPLEX
SIMPLEX is DataField Intelligence’s deterministic topology engine for detecting structural change in complex data streams. It computes exact low-dimensional persistent homology, packages results as replayable audit artifacts, and supports workflows such as the Swarm Configuration Detector.
Exact topology, fast replay, operational evidence.
Persistent homology converts shape into measurable signals. SIMPLEX turns that mathematics into an operational system: typed run specifications, deterministic kernels, stable simplex handles, pairings, runtime statistics, and audit metadata that can be inspected after a result is produced.
Detect structural change
Monitor when a swarm, graph, or telemetry stream changes shape across analysis windows.
Explain the topological event
Resolve a detected feature back to intervals, handles, vertices, and filtration values.
Replay and govern results
Save machine-readable evidence that supports technical review, comparison, and challenge workflows.