What leaders are saying.
Where Octosight stands.

“None of this stuff works if you don’t have context. The AI is very probabilistic. It needs to be grounded in real data and it needs to have that semantic layer. It needs to be locked down into the truth into a single source of truth or it just cannot work well.”

“When building applications with LLMs, we recommend finding the simplest solution possible, and only increasing complexity when needed. This might mean not building agentic systems at all.”

“The biggest blocker to AI automation of companies is no longer the models, they just got so good so quickly. Now the blocker is the domain knowledge. Every company has critical know-how scattered everywhere. Some of it lives in people’s heads. Some of it is buried in old email accounts, Slack threads, support tickets, and databases.”

“The real long-term price war isn’t with your competitors. It’s with your customer’s engineering team.”

“The best AI-native companies we’re seeing have figured out something most haven’t: they’ve made their entire company queryable. Every meeting recorded, every ticket tracked, every customer interaction captured, all legible to an intelligence layer that learns from it.”