Static designs required manual coding. Now, teams turn pixels into working apps in 5 minutes, testing interactive flows instantly.

Stats were trapped in dropdown menus. Now, AI unifies live data to answer complex questions instantly—no searching required.

Fixed servers slowed parallel biomarker discovery. SageMaker now processes hundreds of images in under an hour, doubling team productivity.

Voice lag created awkward clinical pauses. Caching common queries cut latency 4x and AI costs 70%.

Teams manually monitored 395km of track. Now, AI predicts faults like wire sagging in real time, targeting 20% less downtime.

Manual filming capped output at a few posts a week. The creator replaced cameras with an AI avatar to batch-produce daily videos.

Reps manually calculated variances across three systems. AI now compares statements in seconds, spotting fee changes instantly.

Rigid scripts left complex migrations manual. Now, a background agent turns natural language prompts into verified, merged pull requests.

8-hour data lags delayed decisions. AI agents now serve insights instantly, cutting internal support work by 80%.

Managing access for thousands was a manual drain. AI now predicts usage patterns to automatically lock down dormant data.

Attorneys juggled fragmented tools to search 50,000 cases. An AI orchestrator now routes queries to sub-agents in a single chat.

Simulations were stuck in 2D and took hours. Physics-informed AI now models 3D urban airflow in seconds.