Agencies are shifting from generic chatbots to high-value, deeply embedded operational AI agents.
Success now depends on last-mile integration and context-aware agents, not just simple LLM wrappers.
The real agency profit lies in managing complex vector databases rather than one-time setup fees.
Poorly curated source data leads to dangerous hallucinations and potential liability for business owners.
Managing prompt injections, latency, and data drift is essential to prevent client-side business liabilities.
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