SIBYL is AINORIA’s quant research engine: it ingests multichannel signals (behavior pattern, content performance, cadence, network effects, audience quality, monetization patterns) and produces forward-looking scores and growth trajectories for individuals. It surfaces leading indicators, benchmarks against peer cohorts, and flags risks—so you can spot breakout potential early, price opportunity accurately, and measure uplift from interventions.

MERLIN is our algorithmic incubator for people: an LLM agent that turns growth into a game. It designs personalized “quests,” funds rapid experiments with micro-advances, and closes the loop with A/B feedback, playbooks, and automated tooling. Creators get a 24/7 mentor and capital-steered incentives to try–test–learn; operators get dashboards showing skill gains, funnel lift, and ROI per intervention.

AIX is a compliant marketplace where anyone can invest in people backed by AINORIA. Qualified individuals list revenue-share contracts, run “IPOs,” and access short-term financing against future earnings. Investors get transparent pricing, standardized disclosures, and liquidity via a secondary market; creators get fair funding, reputation rails, and smart covenants tied to real performance.