AI-Driven Digital Workplace Reduces Support Tickets by 62%

Teceze deployed an AI-driven digital workspace solution enabling 8,000+ distributed engineering and operations staff across 12 countries to collaborate seamlessly, reducing IT support overhead by 62%, accelerating design cycles by 28% productivity gains, achieving 94% user satisfaction, and saving $4M annually in support costs.

About the Client

GlobalMfg is a multinational manufacturing company headquartered in Frankfurt, Germany, producing precision industrial equipment for automotive, aerospace, and energy sectors. With 22,000 employees and operations in 12 countries, the company employs 8,000+ knowledge workers in engineering and operations roles.

At a glance

Industry
Manufacturing (Precision Equipment)
Headquarters
Frankfurt, Germany
Products & services
AI-Driven Digital Workspace, unified collaboration platform, intelligent IT support automation, desktop virtualization
Challenge
Fragmented collaboration tools with 6+ different platforms, 18% of IT budget consumed by support, high support costs across distributed teams, slow provisioning (3-4 weeks)

Success highlights

  • 62% reduction in IT support tickets through AI-driven troubleshooting
  • 3.2-hour average issue resolution (down from 8.7 hours)
  • 94% user satisfaction with new digital workspace
  • 28% increase in engineering team productivity

The challenge

Corporate meeting

Fragmented Collaboration Tools Creating Friction and Support Burden

The constraint: Tool sprawl, high support costs, cross-timezone delays, slow provisioning

GlobalMfg’s distributed engineering workforce faced significant productivity headwinds from fragmented collaboration infrastructure. Engineers used 6+ different communication and file-sharing tools, creating information silos that made it difficult to find the right file or conversation, let alone reuse past work. High IT support costs compounded the problem, with desktop support and tool troubleshooting consuming 18% of the IT budget. Design reviews spanning Germany, India, and Singapore ran into constant time zone coordination challenges, introducing delays into engineering workflows that depended on tight cross-region collaboration.

New employees took 3-4 weeks to become fully productive, slowed by a fragmented provisioning process that mirrored the same tool sprawl engineers dealt with daily. Across the organization, constant tool switching and collaboration friction were quietly eroding engineering productivity. The organization needed a foundation that could unify collaboration, cut support overhead, and close these gaps simultaneously rather than address them one at a time.

Our approach

Unified Digital Workspace for Global Manufacturing Operations

Teceze deployed a comprehensive digital workspace platform unifying productivity, collaboration, and device management across 52,000 employees in 28 countries. The engagement required deep coordination between manufacturing operations, plant management, HR leadership, and IT infrastructure teams to balance manufacturing floor operations with office productivity and enable hybrid work across diverse employee populations. By implementing cloud-native workspace infrastructure, unified collaboration tools, modern device management, factory floor connectivity, and intelligent automation, we transformed fragmented workplace environments into an integrated, secure digital workspace supporting continuous manufacturing operations and distributed workforce productivity. Video conferencing, instant messaging, file sharing, and design collaboration were brought together in a single contextual interface, replacing the tool-switching that engineers previously fought through daily. An AI chatbot now handles 71% of common IT issues with seamless escalation to human support, cutting support tickets by 62%. Regional endpoints optimized for latency and bandwidth were deployed across all 12 operating regions, enabling synchronous collaboration across time zones spanning Germany, India, and Singapore. New employee setup, once a 3-week process, now takes 2 hours through automated onboarding workflows, letting new engineers become productive almost immediately.

From challenge to transformation, the solution included:

AI-Powered Unified Collaboration Hub

Integrated video conferencing, instant messaging, file sharing, and design collaboration in a single contextual interface, enabling seamless context switching and reducing friction.

Intelligent IT Support Automation

AI chatbot handling 71% of common issues with seamless escalation to human support, enabling a 62% reduction in support tickets.

Global Presence Infrastructure

Regional endpoints optimized for latency and bandwidth across all 12 operating regions, enabling synchronous collaboration across time zones.

Automated Onboarding Workflows

Reduced new employee setup from 3 weeks to 2 hours through automated provisioning, enabling new engineers to be productive immediately.

Governance and Reporting Cadence

Operational transparency and stakeholder alignment are critical to program success. A layered governance model keeps program health and costs visible:

Cadence Forum Focus
Weekly Platform Performance Review Support ticket reduction, user adoption, system reliability
Bi-Weekly AI Chatbot Effectiveness Review Issue resolution rates, escalation patterns, user satisfaction
Monthly Business & Productivity Review Design cycle acceleration, cost savings tracking, user satisfaction
Quarterly Engineering Leadership Forum Productivity impact on project velocity, roadmap implications
The Results

Proven results at scale

62%IT Ticket Reduction
94%User Satisfaction
28%Productivity Increase
3.2 hrsAverage issue resolution time, compressing design cycles to enable 3 additional major iterations
94%User satisfaction with the new digital workspace, validated across all regions and skill levels
28%Increase in engineering team productivity, accelerating three new product lines to market by 6 months

What the client says

“Before Teceze, our teams spent 15-20% of their time managing tools and dealing with connectivity issues. Now that friction is gone. Engineers can focus on designing better products faster.”

— VP Engineering, GlobalMfg

Delivery partnership

How Teceze Executes on This Engagement

Teceze provided end-to-end delivery: platform selection, customization, AI implementation, global infrastructure setup, change management, and ongoing support.

Looking ahead

Post-engagement Value and Ongoing Partnership

The global manufacturer accelerates operational agility through unified intelligent workspace. Teceze established seamless workforce orchestration enabling plant managers to coordinate operations, share best practices, and drive continuous improvement instantly across all 28 countries and 68 facilities. Multi-facility manufacturing collaborations benefit from standardized communications and shared operational intelligence while maintaining production autonomy and regulatory compliance. The organization leverages workspace elasticity to support emerging work modalities, reducing collaboration cycles from days to hours and enabling real-time production optimization.

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