Maximize AI Impact: Multi-Model Migration Audits Needed NowMaximize AI Impact: Multi-Model Migration Audits Needed Now
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The AI market just hit a structural inflection: ChatGPT fell below 50% market share for the first time, with Claude at 10.3% and Gemini at 27.7%. Every company that built their AI product on a single provider now has a fragmentation problem.
The immediate freelance opportunity is multi-model migration audits — cataloguing where a codebase is locked to one provider, then abstracting model calls behind a routing layer compatible with the OpenAI, Anthropic, and Google APIs. Most mid-size product teams do not have the time or cross-API expertise to do this cleanly, and the urgency is real now that the market has visibly split.
LiteLLM abstraction layers, provider-specific prompt tuning, and multi-model evaluation pipelines are all billable work that just became urgent for a large number of clients who are watching their users migrate to competitors' models.
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