Example scenarios

Who EVIO is for.

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

Prepaid credits

Personal agent

An independent agent builder could integrate EVIO into a personal agent running on Claude Desktop or Cursor, using the MCP server to expose every endpoint to a scanner that runs nightly.

Relevant features: 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: weather/signal, nfl/fair-line, markets/edge

Starter plan · $49/mo · prepaid credits

Boutique quant fund replacing internal data scripts

A small fund could replace internal data scripts (an NWS climate-report scraper, an NFL lines backfill, a filings poller) with one EVIO subscription, and wire EVIO tools into a CrewAI multi-agent crew for daily research.

Relevant features: responses include reasoning traces and confidence scores, and exports are covered by the subscription.

Endpoints used: weather/settlement/history, nfl/games, sec/filing, datasets/*/export

High-volume · prepaid credits

Mid-market research desk powering an analyst-assistant agent

A research desk could power an analyst-assistant agent across a watchlist, watching the resolution feed, the edge board and new SEC filings, and surfacing alerts to analysts via Slack.

Relevant features: per-agent audit trails record what each agent did, and webhooks fire as official numbers print.

Endpoints used: all lanes

Team plan · $499/mo · prepaid credits

Multi-strategy fund with an agent fleet

A multi-strategy fund could deploy many agents across desks, each with its own monthly budget, key, and audit trail, with exportable audit logs and per-agent spend rollups.

Relevant features: keys, budgets and audit trails are set per agent.

Endpoints used: all lanes

Not offered

Earlier versions of these scenarios referenced /v1/options/unusual, /v1/factor/score, /v1/backtest/run, /v1/equity/research, /v1/regime/classify, /v1/news/sentiment and /v1/portfolio/risk. Those endpoints are not offered, answer 410 not_offered, and are not part of the catalogue. The scenarios above use the live lanes, /v1/sec/filing, and the datasets and resolution feed.

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