ContextYour AI support bot isn't stupidPeer-reviewed research shows the same LLM swings from 50% to 87% accuracy based solely on retrieval pipeline design. Yet 95% of enterprise AI pilots deliver zero P&L impact. The model was never the bottleneck.
ImplementationThe Real AI Chatbot Implementation TimelineGartner found 85% of CS leaders will pilot AI chatbots in 2025 but only 5% have deployed one. The bottleneck isn't the platform, it's the knowledge infrastructure underneath it.
LawAI in legal practice is brokenLegal AI tools hallucinate 17-33% of the time on verified legal databases. 486 documented fake citations are in court filings. The fix is your data pipeline, not your model.
ContextAI Slop is the New SpamAI responses without the right information return the same things as SPAM. Generic, vague and formulaic. It is called SLOP for a reason. Learn how SLOP happens and how to fix it.
