Remote work trapped data in silos. AI now indexes 138M docs, enabling agents to draft reviews and build incident timelines.

Subjective peer reviews bottlenecked research. AI now pre-screens drafts for clarity, allowing analysts to double their annual output.

Manual checks bottlenecked 4,500 leads/month. AI now qualifies buyers 24/7, capturing €70m in business that used to slip away.

Reps started calls cold, blind to buyer maturity. AI agents now map tech stacks and alert sales, lifting inbound win rates 50%.

Isolating data for 50,000 clients was operationally impossible. Multi-tenancy now serves 6.1M queries from a single instance.

Traditional discovery yields 0.1% success. 310 AI used high-memory GPUs to screen 150k candidates in days, reaching 67% success.