Data In

Live inputs from enterprise systems, market data feeds, sensors, events, and APIs are captured with timestamps and ingested into the runtime. Provenance is preserved from the moment data enters. Nothing is inferred, interpolated, or silently dropped.

Calculation

Logic is expressed as modular, versioned modules: rules, models, workflows, triggers. Multi-language support via WebAssembly means teams write in the language they know; execution happens in a single controlled runtime that guarantees deterministic behaviour. Same inputs, same outputs, regardless of environment or timing.

Data Out

Operational outputs (metrics, decisions, alerts, signals, API calls to downstream systems) are produced with full lineage attached. Every output can be traced to the exact logic version and input set that generated it.

Lineage and audit

Lineage is not a log you reconstruct after the fact. It is a structural property of every execution. Input data, logic version, trigger, and output are linked automatically. Manual evidence gathering is replaced by machine-produced audit evidence, available immediately.

Deterministic replay

Any execution can be replayed with the exact inputs and logic version that produced it. Incident investigation that used to require days of manual reconstruction now takes minutes. Replay is a core primitive, not an add-on.

Governed change control

Logic modules are versioned, promoted, and rolled back through a governed pipeline. Changes go live without stopping production. Every deployment creates an auditable record. Teams move faster because the platform absorbs the risk that used to require manual coordination across three to five teams.