WP-06 — Triconomic Engine: Database-Driven Economic Layer

The Triconomic Engine is the economic substrate beneath every resource-bearing action on the Treeova platform. Where the Adaptive Risk Engine governs what an agent is allowed to do, the Triconomic Engine governs at what cost — metering compute, intelligence, and other resource calls in a single internal unit called the Triobol.

The engine has three architectural commitments: a single source of truth for every economic constant, a structured governance alert system that surfaces anomalies, and an append-only audit trail that makes every economic state reconstructible from events.

A Triobol is an internal accounting unit. It is not a security, not a transferable token, and has no value outside the Treeova platform. Triobols meter the consumption of platform resources — agent execution, intelligence calls, advanced tooling — so that usage is accountable and bounded by entitlements.

Every Triobol has a recorded lifecycle: it is issued (through plan entitlement, promotion, or admin grant), consumed against a billable action, and ultimately reconciled against the user's balance and the governance ledger. Each transition is auditable.

The engine's organizing principle is that no economic constant lives inside application code. Plan entitlements, daily caps, governance thresholds, alert ceilings, and tier-scoped limits are stored in dedicated configuration tables and read at runtime by every economic decision point.

The benefit is twofold. First, it is impossible for two code paths to disagree about a constant — there is only one place the value exists. Second, economic policy can be changed by editing configuration, with the change recorded in the audit trail, instead of by deploying code.

The Triconomic Engine continuously evaluates aggregate economic activity against configured governance thresholds. When an aggregate signal crosses a threshold — anomalous spend velocity, tier-level overrun, audit-trail gap, repeated reconciliation failure — the engine emits a structured governance alert into a dedicated alert channel reserved for super-admin review.

Governance alerts are first-class records with their own identifiers, severity, and acknowledgement state. They are not log lines and they do not silently expire. An unresolved alert remains visible until a super-admin acknowledges it.

Every economic mutation produces a structured audit record tied to the user, the actor (human or agent), the originating action, and the resulting balances. Audit records are append-only — corrections are themselves recorded as compensating events rather than as edits to existing records.

The practical consequence: any account's state at any past moment can be reconstructed by replaying its event history. Reconciliation discrepancies surface as audit-trail gaps and trigger governance alerts.

For tiered or rate-limited actions, the engine simulates the economic margin of a proposed action before authorizing it. The simulation consults the same configuration tables used by authoritative billing, so the decision the user sees ahead of time matches the decision applied at execution. This eliminates the class of bugs where pre-flight checks and post-flight billing disagree.

By design, this whitepaper does not disclose:

• The specific Triobol pricing formula.
• Tier-scoped multipliers and plan-level entitlements as numerical values.
• The mapping between underlying model costs and Triobol consumption.
• Names and signatures of internal billing routines.
• Governance threshold values themselves.

These constitute the platform's competitive surface and are managed internally with super-admin oversight. The architecture and the principles documented here are stable; the constants are not.

• The Triconomic Engine is an internal accounting layer. It has no bearing on traded asset prices, broker fills, or external currencies.
• Triobols have no value outside the Treeova platform and are not transferable.
• Governance is centrally administered. The audit trail makes every decision reviewable, but ultimate authority over economic policy rests with Treeova.
• Specific pricing values may change. The architecture documented here is stable; the constants it consumes are not.