← External Forces: Digital & Technology (all topics)
Generative AI - BPO substitution
What it is
Business process outsourcing bills for transactional work - claims processing, reconciliation, customer support - priced per seat or per transaction. Generative AI performs a growing share of exactly that work
Knowledge process outsourcing sits above it, selling analysis and judgement rather than throughput
Impact on industries
- Transactional volume is the most automatable work in the services economy, and seat-based pricing shrinks directly as AI absorbs it
- Clients expect productivity gains passed back as lower prices, so the provider captures little of the efficiency it delivers
- KPO mix shift moves revenue toward analytical work, and outcome-based contracting decouples revenue from headcount
- Captive GCC insourcing removes work entirely, while voice attrition and wage inflation raise cost in the segment AI has not yet reached