The Triconomic Engine is the audited backbone behind every Triobol that's ever issued, spent, refunded, or expired on Treeova. It's deliberately structured as a single source of truth so that pricing, allowances, and AI-cost markups can never drift between billing, the UI, and the agent runtime.

    Platform

    Triconomic Engine

    The Triconomic Engine is the audited backbone behind every Triobol that's ever issued, spent, refunded, or expired on Treeova. It's deliberately structured as a single source of truth so that pricing, allowances, and AI-cost markups can never drift between billing, the UI, and the agent runtime.

    Quick definition

    Treeova's database-driven economic layer governing the Triobol lifecycle. Single source of truth for every economic constant, with structured governance alerts and an append-only audit trail.

    Why a dedicated engine

    Early in Treeova's life, plan allowances, per-feature costs, and provider markups lived in multiple constant files. That guaranteed eventual drift. The Triconomic Engine consolidates all of it into a small set of database tables that every consumer — Stripe webhooks, the agent executor, the navigator, the admin panel — reads through one resolver with a 60-second cache.

    Live peg to provider costs

    When OpenRouter changes a model's price, a database trigger automatically recomputes the Triobol cost of every feature that uses that model. There are no hardcoded markup numbers in edge functions — the markup multiplier lives in the economic configuration table and flows through to per-feature costs via SQL.

    Governance and audit

    Every economic change writes to an append-only audit log. A quarterly automated review flags rows where the spread between cost and price has drifted outside policy. Refunds, grants, and adjustments all flow through versioned RPCs with advisory locking so concurrent writes can't corrupt a user's balance.

    Go deeper

    The full technical methodology behind Triconomic Engine is documented in the Treeova whitepaper series.

    Read the Triconomic Engine whitepaper →

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