Keynote: Encore in Numbers
summary
Encore handles 4 million accounts and about $2.6 billion in annual collections, each account carrying 25–50 documents, and needs to unlock value from data while proving it was never exposed. Rogue agents and business-created prompts break data boundaries; capacity gaps force hiring and reliance on vendors. Legislation is exploding — 191 bills (2023), 635 (2024), 1,208 (2025) and about 1,600 bills so far this year — prompting demand for hardware-signed audit logs, authorized-model enforcement, runtime policies, and vendor solutions such as Opaque to provide verifiable data boundaries at scale.
AI-written summary · about
chapters (8)
- 0:00Encore’s scale
- 2:49Financial crisis parallels and AI
- 5:38Unlocking data value and regulation
- 7:45Agents breaking data boundaries
- 9:50AI regulation and consumer data
- 12:39Modernizing systems and vendors
- 14:03Consumer data security
- 15:49Trust and verifiable AI execution
