Approach 2 (Deterministic‑First, enterprise target)

A replayable pipeline where the semantic layer is governed IP. LLMs are optional usability boosters—not the truth source.

Governance Audit Scalability Developer-friendly

Approach 2 (Deterministic‑First, enterprise target)

A replayable pipeline where the semantic layer is governed IP. LLMs are optional usability boosters—not the truth source.

Enterprise value pillars

Edge-style layout

Auditability by design

Versioned rules/DSL and models with traceable inputs and decisions.

Predictable scale

Stable latency and cost; easy backfills and consistent reprocessing.

Governance as workflow

Approve changes, monitor drift, and roll back safely.

Approach illustration

Custom SVG illustration (original, offline-safe).

How it works

3 steps
1

1. Define contracts

Schemas, identifiers, consent, and storage boundaries.

2

2. Implement engines

Sessionisation + intent mapping via rules/ML; test and version.

3

3. Operationalize

Dashboards, drift checks, release gates, and governance.

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