Ujas Patel

The 90/10 autonomous agent split isn't a model setting. It's an output of architecture — and hypernetworks are why.

GPU fleets are running at 5% utilization. The shortage making them expensive is the same reason enterprises won't release them.

Enterprise voice AI has fractured into three architectural paths. The choice you make now will determine whether your agents are auditable, governable, and deployable in regulated environments over the next two years.

Semantic layers triple GPT-4's SQL accuracy, proving essential for accurate AI data queries and bridging the context gap in enterprise systems.

GitHub Copilot's compliance features drive its enterprise adoption over faster tools like Replit. Discover how security needs shape AI coding platform choices.

Manus.im's tool turns CSVs into charts, but without transparency in data cleaning, enterprises can't fully trust the results for critical decisions.

Ocient raises $42.1M to advance energy-efficient solutions for hyperscale data workloads, aiming to reduce enterprise power costs and improve analytics.

Discover how Pig API empowers AI agents to automate legacy systems through GUI interactions in cloud-hosted environments, offering a practical modernization path.