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.

Vague feedback on unrecorded streams slowed fixes. AI now diagnoses live issues instantly, lifting user satisfaction 30%.

Agency fees bottlenecked operations. Now, 50+ custom GPTs handle tasks from turf analysis to invoicing, saving six figures annually.

Search lagged over 1s during homework spikes. Moving to Zilliz Cloud cut latency 70%, delivering answers 5x faster.