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Operations platform lowers agent errors to 2% with QA automation

Unified support model cuts error rate to 2% for this operations company while offshore expansion provides 24/7 coverage and reduces attrition and overhead

Tags
Abstract computer chip with glowing green tubes and translucent circuits
Location Ukraine, Mexico, Philippines
Languages English
Industry Cloud Data Services, Internet of Things, SaaS

The client

Our client is a connected operations platform company that helps businesses manage vehicle fleets, equipment, and physical operations through real-time data and automation. The company serves sectors including logistics, construction, food production, and public safety with its cloud-based dashboard, sensors, and AI-powered insights.

The Helpware environment

Helpware began supporting the client in 2023 with a dedicated team of 30 content security agents based in Ukraine.

The team reviews user-generated content and ensures all published material aligns with company and community standards.

A man wearing a baseball cap is working at a computer in a large, bright office

The challenge: Closing coverage gaps during rapid growth that drives up risk

As the client onboarded new users, demand for content review spiked.

They needed a bigger team fast.

To keep pace, they asked Helpware to expand its FTE footprint rapidly. But ramping fast meant a higher risk of errors, service delays, and communication breakdowns.

Without stable performance, the client faced potential downtime in critical review workflows. That would damage user trust and slow growth.

They needed more agents, better error management, and a more innovative way to scale across geographies without dropping coverage or increasing costs.

A human hand and a robotic hand are both typing on a laptop keyboard

Helping 'Ware' it counts: Fast global scale with consistent SLAs

Helpware proposed a dual-site solution—expanding the content team from Mexico to the Philippines.

The PH recruitment team quickly sourced and onboarded agents while syncing training with the established MX group.

At the same time, Helpware collaborated with the client to redefine KPIs, streamline communication between teams, and align error-rate SLAs.

We implemented:

  • A quality assurance form automation
  • An error rate dashboard
  • A glide path for tracking accuracy as teams scaled

These updates helped manage ramp-up complexity and improve performance at speed.

A friendly, smiling male customer service representative wearing a headset

The results

The team beat its original 25% error rate target, sustaining just 2% errors across both sites.

The dual-region model allowed both teams to work daytime shifts, cutting night shifts in Mexico. This reduced attrition, improved quality, and lowered costs.

The client gained 24/7 coverage—without extra overhead

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