# VOLO (flyvolo.ai)

Scores each occupation's tasks for automation, showing whether machines take them over or people do them faster with tools.

- Atlas card: https://inite.ai/en/atlas/flyvolo.ai
- Site: https://flyvolo.ai
- For: people choosing a degree or job who are worried about how AI and automation will change their work
- Categories: automation
- Use 0/100 · alive 100/100

## Used for

- check how automation is changing tasks within a specific occupation
- weigh whether finishing a degree still makes sense
- compare automation risk across many occupations on one map

## Price

Not read yet.

## For developers

- MCP server: ai.flyvolo/knowledge (namespace; open on 2026-10-17, 19 tools)
- Read 2026-10-17

## MCP server, measured daily

Server: https://mcp.flyvolo.ai/mcp, checked every day since 2026-10-19 (3 checks).

- Answered: measuring, 3 daily checks so far
- Median first answer: 2153 ms
- Sign-in: none
- Context its tool definitions take: about 2231 tokens (19 tools)
- Tool definitions: C, 67/100
- Failing "params_described": 19 of 19 tools
- Failing "annotations": 19 of 19 tools
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: gdpr
- Read 2026-10-17

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Source: INITE Atlas, https://inite.ai/en/atlas/flyvolo.ai. JSON: https://inite.ai/api/atlas/flyvolo.ai. MCP: https://inite.ai/api/mcp (atlas_lookup).