Demand Forecasting
Churn Prediction
Price Prediction
Conversion Prediction
Data Pipeline & Model Training
Agentic Coding Coaching
Large Language ModelsInsights
Closing the Last Mile in Language Model Performance
Large language models are brilliant generalists. But they know nothing about your business. The gap is smaller to close than most people think.
Who Has to Be Present for the Work to Move?
The core tradeoff in AI tools is not chat quality. It is how much of the run requires your constant presence.
Large Language Models Are Surprisingly Good Demand Forecasters
The same AI that predicts the next word in a sentence can predict next week's sales. Without ever seeing your data before.
When AI Code Is Fast but Shipping Is Slow
AI made code generation cheap. It may have made comprehension expensive.
The Lock-In Nobody Plans For
Most teams think vendor lock-in is an API problem. In agentic systems, it is usually a workflow and behavior problem.
Unlocking LLM Performance with Inference Compute
Size was the headline. But inference compute now yields greater performance gains than adding parameters.