Customer archetypes

Who builds with EVIO.

EVIO is designed for autonomous AI agents executing thousands of decisions per hour and the humans who configure, govern, and debug them.

Indie tier · $99/mo

Personal trading agent

An independent agent builder integrates EVIO into a personal trading agent running on Claude Desktop or Cursor. They use the MCP server to expose all eight tools to a Claude-driven scanner that runs nightly.

What works: per-agent monthly budgets keep runaway loops from blowing the bill. Reasoning traces and confidence scores let the agent escalate to a human only when uncertainty is high. The deterministic mock mode lets the builder iterate offline.

Endpoints used: options/unusual, equity/research, news/sentiment

Studio tier · $499/mo

Boutique quant fund replacing internal data scripts

A six-person fund replaces three internal data scripts (Polygon options scraper, internal factor model, news-sentiment cron) with one EVIO subscription. They wire EVIO tools into a CrewAI multi-agent crew for daily research.

What works: reasoning traces and confidence scores cut LLM token spend by >30% on every ticker pass — the LLM no longer needs to re-derive what EVIO already shipped. One subscription replaces three vendor relationships.

Endpoints used: factor/score, regime/classify, equity/research, sec/filing

Pro tier · $1,999/mo

Mid-market research desk powering an analyst-assistant agent

A research desk powers an analyst-assistant agent across a 200-name watchlist. The agent runs continuously: monitoring for regime changes, unusual options flow, and SEC filings, surfacing alerts to senior analysts via Slack.

What works: per-agent audit trails answer the regulator’s favorite question — what did our agent do today? — in one screen. Webhooks fire on regime changes; analysts wake up with overnight context already collated.

Endpoints used: all eight

Enterprise tier · Custom

Multi-strategy fund with regulated agent fleet

A multi-strategy fund deploys 30+ agents across desks, each with its own monthly budget, key, and audit trail. Compliance officers get exportable audit logs; risk officers get per-agent VaR rollups; portfolio managers get per-strategy reasoning traces.

What works: per-agent governance is the differentiator. Existing financial-data APIs were built for a single application; EVIO models the fleet.

Endpoints used: all eight + custom SLA

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