Stack layers
Contested layers: 6 Workflow, agents and orchestration; 7 Business outcomes and value realization
Adjacent layers: 5 Domain platforms
Contest dimensions
- People
- Agents
- Outcome pricing
- Accountability
The lesson
The specialists only get paid when the AI resolves the case. The platforms are betting they can bundle 'good enough' AI into the seats customers already pay for.
Participants
Outsourcers
- Teleperformance (Incumbent): one of the world's largest customer-experience outsourcers (rebranded as TP in 2023); about half a million people, rebuilding around a human-and-agent workforce
- Concentrix (Incumbent): global customer-experience outsourcer facing the same question
AI customer-service specialists
- Sierra (Challenger): paid when its agent resolves the case
- Decagon (Challenger): $250 million raise at a $4.5 billion valuation, Jan 2026
- Parloa (Challenger): AI agents for customer service; Teleperformance is an investor
Service platforms
- Salesforce (Incumbent): Service Cloud, Agentforce Contact Center and Agentforce; owns Fin after the acquisition closed in September 2026
- Zendesk (Incumbent): acquired AI support company Forethought (March 2026) to own the AI layer of its help desk
- ServiceNow (Challenger): customer service management on its workflow platform; part of its push into CRM (see battleground 09)
Ecosystem Moves
How the players are building, buying and partnering to compete in this battleground. Newest first.
0 Build · 2 Buy · 2 Partner · 0 Compete
- Salesforce / Fin
bought the $0.99-per-resolution agent; completed September 2026
- Zendesk / Forethought
acquisition completed
- McKinsey people / McKinsey agents
about 40,000 people working alongside some 20,000 AI agents
- Teleperformance / Parloa
the incumbent outsourcer invests in an agentic-AI challenger