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.

Live streams were a data blind spot. Gemini now analyzes real-time video to spark engagement and predict technical incidents.

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.

Rigid phone menus struggled to engage patients. Voice AI now handles screening reminders with native fluency in English and Spanish.