State of the field
Production deployment across F500. The Wharton meeting-attendant study is the most-cited reference for internal twin-policy committees.
Use cases
Executive meeting clones
Executive twins attend low-stakes meetings, deliver short briefings, and route decisions to the human.
Analyst research clones
Analyst clones do first-pass literature reviews, draft memos, and surface anomalies. Humans review before publication.
Customer-support knowledge clones
Tier-1 support runs through clones of top-performing agents, with escalation to humans on edge cases.
Watch outs
- !Twin-attended meetings corrode trust unless transparency is built in.
- !Clones built on employee work raise IP and post-departure questions.
- !Productivity gains should be shared with workers to avoid attrition.