Comuvia's own Company AI System — the internal reference build
Comuvia runs its own event-driven, verification-centric AI operating system internally — the working reference behind the advisory. Model proposes, owned verifiers decide, humans gate by tier, spend is capped. The proof that the AI-value-creation-and-governance method is something Comuvia lives, not just sells.
Outcome metrics
- Event-driven pipeline (Docker workers)
- ingest → classify → synthesize → forecast → notify
- Cost rebalance on the classifier
- ~98% workload cut (recency + source-priority gating)
- Operating principle
- L0 swappable proposers → L3 owned verifiers → human tier-gate
- Spend discipline
- hard daily cap, soft-throttle, no LLM auto-refill
What it is
Comuvia operates an internal Company AI System: a stack that turns frontier models into governed, auditable work. It is the reference implementation for the same AI value-creation and governance work Comuvia advises on — built and run on owned infrastructure first.
How it works
- An event-driven reaction pipeline. A chain of Docker workers ingests source feeds, classifies them, synthesizes briefs, produces forecasts grounded in an owned corpus, and notifies the operator — moving from see to understand to (under human approval) act.
- Verification-centric by design. Proposer models (L0) are commodity and swappable; the owned verifiers (L3) — simulators, fact-checks against a cited corpus, calibrated forecast scoring — are the moat. Nothing is promoted on self-report; it has to pass a gate.
- Humans gate by tier. Every loop declares an autonomy tier; anything outward-facing stays draft-then-approve. No silent escalation from "recommend" to "execute."
- Cost as a control surface. A cost rebalance cut classifier workload ~98% (skip stale items, prioritise high-signal sources); a hard daily spend cap and a no-auto-refill rule keep an agent loop from ever running away.
What it proves
The advisory promise — help an organization create value with AI and govern it safely — is not a slide. Comuvia has a running internal version: provenance on every accepted change, owned verifiers, tier-gated autonomy, and FinOps discipline. Buyers can walk the real system.
Honest framing
This is an internal proof of concept, not a product sold as-is. It de-risks engagements (the patterns are tested on Comuvia first) and grounds the governance work in a system that actually runs.