Real systems. Real customers. Real numbers.

1.25M+ devices managed across five OSes with one console

Customer: Fortune-500 enterprise (under NDA)

A global enterprise needed unified device management across smartphones, tablets, MacBooks, Windows, and ChromeOS without per-team admin silos. We rolled out WeGuard with zero-touch enrollment on all five platforms and added ViVi as the natural-language admin layer.

Devices under management

1.25M+

Less time on routine ops

70%

Fewer support tickets

45%

Conversational HOS queries and AI-prioritized alerts for a national fleet

Customer: US-based trucking partner

A US-based fleet operator wanted DOT compliance reporting reduced from hours to minutes, plus AI-driven prioritization of fatigue and HOS alerts. We delivered a natural-language data layer over their ELD telemetry and an alert prioritizer trained on historical violation outcomes.

Less manual log review

95%

Fewer HOS violations

40%

DOT-compliant reporting

1-click

Multi-agent RCA + CAPA automation designed for 21 CFR Part 11

Customer: Pharma industry partner (under NDA)

A pharmaceutical partner needed to compress root cause investigation cycle time without sacrificing regulatory rigor. We're designing a multi-agent system that runs the Agentic 6M framework, generates CAPA reports, and routes through human-approval checkpoints aligned with FDA 21 CFR Part 11.

Projected RCA cycle reduction

60%

Architecture target

21 CFR Part 11

Investigation framework

Agentic 6M