80%
of challenges are integration
The Hard Problems
The hard problems are no longer about model quality.
GPT-4, Claude, Gemini: all produce good results on well-scoped tasks. The model question is largely solved.
The real split
~20% model quality issues
~80% connecting agents to enterprise data and systems reliably
~80% connecting agents to enterprise data and systems reliably