Hey there, hey champ, hey man, hey bud. As a person with a hard to pronounce name, I've definitely been on both sides of this little comedy. A little awkward, but its ok. What's not ok is when your LLM doesn't know the names and definitions your business uses to work. That's not just awkward, it's dangerous (yes, I just typed that by hand). @Strategy Mosaic ensures that your AI understands your business definitions and what they mean.

Just three short years ago, our whole industry expected people to interact with data like the guy on the left. LLMs + Semantics have unlocked the ability to truly just talk to your data. Of course, you still need to make sure that you can trust the quality and governance of the data, but a Semantic Layer largely solves that problem while the LLM solves the linguistic problem.

Do you suffer from Redundant Compute Syndrome (RDS)? If you are burning tokens, and have elevated compute spend levels, you probably do. Luckily, we have a cure. @Strategy Mosaic can help you reduce token costs by up to 80% while also lowering data lake compute costs.

There is always a better data platform around the corner. Keep your semantic layer separate so you don't get stuck. @Strategy Mosaic gives you max freedom in a changing world.

“Is Annie ok?” Claude: “I don’t have any context on Annie. Who is she?” Gemini: “We never actually found out—she was struck down by a smooth criminal. The famous line from Michael Jackson's 1987 hit was actually inspired by Resusci Anne, the standard CPR training mannequin used in first aid classes. When checking for a victim's responsiveness during CPR training, instructors teach students to tap the mannequin's shoulder and ask, "Annie, are you OK?" A little experiment I ran yesterday after watching “Michael”. Claude seemed to look only at my history and chats for context so didn’t figure out the reference. Gemini used its general knowledge instead. It’s a lesson on context management for LLMs. Too narrow and you get nothing.

LLMs on raw databases are extremely inefficient for data retrieval. Slow. Inaccurate. Overexerted. We created @Strategy Mosaic so that LLMs can access data more efficiently and more accurately. 80% less tokens. 80% less cost.