Foundation · 07

Generating Aptivs.

Every Aptiv reaches the shard library by one of two roads: assimilated from something that already exists, or authored directly as intent. Both roads converge on the same governed artifact.

In Short

Assimilation: any workaround (an agent skill, an API schema, an ERP integration, a workflow node, a standards document, even legacy code) is ingested through an eight-phase pipeline and resolved into an Aptiv Spec. Direct Synergy: a Creator describes intent in plain language and Synergy® resolves it directly, with AI-Proposed, By Industry, Use Case Plan, and Discovery variants along the way.

GenAI proposes. Synergy® resolves. Every Aptiv Spec must trace to a real source: zero fabrication tolerance.

Five artifacts, one grammar

Whatever the source, generation resolves to the same small set of governed artifacts:

The Assimilator pipeline

Eight phases. Thirteen LLM Agents. Two embedded deterministic analyzers that sit inside the pipeline but run no model at all, so they aren't counted toward the agent total.

Phase What runs Output
01 · Source-Grounded Extraction5 LLM Agents, parallelREQ / CON / ACT / DEF / POL findings
02 · Adversarial Critique4 LLM Agents, sequentialCRD / AMB / GAP / OVR findings
03 · Synthesis1 LLM Agentconfirmed_findings + aptiv_candidate_map
04 · NormalizationEmbedded analyzer · deterministicNormalized candidate fields
05 · Validation GatesEmbedded analyzer · deterministicStructural + completeness pass/fail (5 gates)
06 · Aptiv Spec Generation1 LLM AgentDraft Aptiv Spec
07 · Ensemble Construction1 LLM AgentGovernance-coordinated ensemble output
08 · Deduplication1 LLM AgentNEW / MERGE / CONFLICT disposition

The five Validation Gates (Phase 05) are: no hard blockers (some overridable by the Creator), required Spec fields present, no fabrication findings, at least 60% of candidates at confidence threshold, and every finding source-referenced. Anything that fails routes to human review before it can advance.

Assimilator vs. Health Monitor

The eight phases above run once, when a source is first ingested into an Aptiv Spec. The Health Monitor is a separate, continuous workflow: it re-scores Aptivs already living in the shard library against a 100-point rubric and routes anything under 75% to a Repair Agent. It does not run the pipeline above; it audits the pipeline's output after the fact.

Two roads in

Assimilation is the bottom-up road: bulk, source-grounded, built for the backlog of work an organization already has. Paste any workaround and the eight-phase pipeline extracts, critiques, synthesizes, normalizes, validates, generates, ensembles, and deduplicates the Spec. Elevate covers the special case of existing codebases: scanned and wrapped rather than rewritten, as a separate path alongside the pipeline.

Direct Synergy is the top-down road: a Creator expresses intent directly. Synergy® routes it through Direct Synergy, AI-Proposed (Single or Multi-GenAI Composite, Chaperoned Aptiv, or Multi-Aptiv Ensemble), By Industry, the Use Case Plan Builder, Custom Use Cases, or Aptiv Discovery, whichever path fits how bounded, how large, or how likely-to-already-exist the intent is.

Both roads produce the same trust-certified .wv Aptiv. The path shapes how Synergy® gets there, not what it can produce.

Grounding and governance

An Aptiv Spec is marked UNGROUNDED: structural validity only until its cited sources are verified against the underlying system. Generation isn't the finish line: an Aptiv is scanned, re-scored, and re-verified on an ongoing cadence, the same way any Aptiv already in the library can be re-run through the Health Monitor at any time.

Related

See Aptiv Types & Composition for what an Aptiv is once it's generated, Elevate for wrapping existing code specifically, and Trust Certification for how grounding state is verified and maintained over time.