Helport AI and QuickCEP Partner on Fully Managed AI Agent Solution for Enterprise Customer Operations

Helport AI (NASDAQ: HPAI) and QuickCEP announced a strategic partnership on April 9 to build what they call a “One-Stop, Fully Managed AI Agent Solution” for global brands and e-commerce enterprises, according to a GlobeNewsWire press release. Initial customers have been onboarded, with Helport projecting approximately 50 enterprise clients through the partnership over the next six months.

The AI Labor System Model

Helport AI’s core product is what the company calls an “AI Labor System,” an infrastructure layer that frames enterprise communication labor as a scalable, outcome-based AI workforce rather than a human headcount cost. Clients pay per measurable outcome: per qualified lead, per appointment, per conversion, or on a revenue-share basis.

QuickCEP brings an omni-channel AI customer service SaaS platform built for cross-border and global brands. The partnership combines QuickCEP’s front-end agent capabilities (customer interaction, multi-channel support) with Helport’s back-end operations infrastructure (agent deployment, knowledge training, commercial models).

CEO Guanghai Li described the positioning in the press release: “We are not selling software. We are selling industrial-grade AI labor capacity.”

Outcome-Based Pricing in Agent Deployments

The pricing model is the more interesting signal. Most agent platforms charge per API call, per seat, or per compute hour. Helport’s outcome-based model, where revenue scales with results rather than usage, shifts risk from the buyer to the vendor. If the agents don’t convert leads or book appointments, the vendor doesn’t get paid.

This mirrors the broader enterprise BPO (Business Process Outsourcing) industry’s shift toward performance-based contracts, but applied to AI agent deployments. The model only works if the agents are reliable enough to produce measurable outcomes consistently.

Scale Targets

Helport expects to onboard approximately 50 enterprise clients through the partnership by end of Q2 2026. The company noted that customer demand “continues to exceed current capacity” and is “actively expanding deployment teams globally to meet market demand,” per the press release.

Early-stage revenue is projected for Q2 2026, suggesting the partnership is pre-revenue but has a live pipeline. The joint solution covers end-to-end services from agent deployment and knowledge training to outcome-based commercial models, targeting global brands and cross-border e-commerce operations.