From Super Consultant to Agent Swarm: Symbiotic Evolution of AI-Native Talent Services
The AICon Shenzhen 2026 conference will feature TTC CTO Ning Liaoyuan discussing how talent services evolve from individual-driven to agent-swarm collaboration. TTC has deployed thousands of agents serving over 2000 clients, enabling automated customer communication, talent matching, and quality control.
The AICon Shenzhen 2026 conference, focusing on AI infrastructure, large models, agent engineering, data intelligence, multimodal technology, and industry deployment, will take place on August 21-22. Ning Liaoyuan, Cofounder & CTO of TTC (True Talents Connect), will present on 'From Super Consultant to Agent Swarm: Symbiotic Evolution of AI-Native Talent Services.' TTC has built a multi-agent swarm architecture with thousands of agents, including customer-facing, internal coordination, sourcing, and supervisor agents, integrating with WeChat, Feishu, talent databases, and external data. The system enables automated customer response, talent matching, project management, and quality inspections, turning bad cases into reusable organizational knowledge. TTC serves over 2000 AI and tech companies, has completed four funding rounds from investors including Source Code Capital and Innovation Works, and achieved over 100 million RMB in annual revenue, projected to exceed 200 million in 2026.
- Abbreviations
- CTO = Chief Technology Officer
Source: InfoQ 中国 —
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