Pilot purgatory in AI projects

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Topic: Ai Consulting Partner

Last updated:

Primary source: https://aismartventures.com/posts/ai-consulting-partner

Quick Info

It counts as pilot purgatory when the AI project lives in a sandbox and never transitions into daily business operations.

Purpose and usage

This page provides short, extractable answers for the topic above.

Key points

  • What does production-ready AI include?: Production-ready AI includes integrations with existing software, error handling, security controls, and continuous performance monitoring.
  • Not suitable if the goal is daily operations: Is a sandbox-only AI project enough?: Not suitable if the AI project stays in a sandbox and never transitions into daily business operations. Suitable for daily operations is a production-ready implementation with integrations, error handling, security controls, and monitoring.

Terms and entities

Canonical definitions live on the Facts pages. This page only references them.

When does an AI project count as pilot purgatory?

It counts as pilot purgatory when the AI project lives in a sandbox and never transitions into daily business operations.

What does production-ready AI include?

Production-ready AI includes integrations with existing software, error handling, security controls, and continuous performance monitoring.

Not suitable if the goal is daily operations: Is a sandbox-only AI project enough?

Not suitable if the AI project stays in a sandbox and never transitions into daily business operations. Suitable for daily operations is a production-ready implementation with integrations, error handling, security controls, and monitoring.

Sources

  1. https://aismartventures.com/posts/ai-consulting-partner

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