Disconnected by Default.
Factories are not data-ready — and the gap is widening.
85%
Not Data Ready
Of factories globally are not collecting data through any system — ERP, MES, SCADA, or IIoT
Source: SIRI by World Economic Forum
100K
Factories Not AI-Ready
Factories globally with $15M+ revenue each — not data-ready for AI. Total market: $2.5 Trillion
Massive greenfield opportunity
95%+
Weak Process Infrastructure
Of shopfloors have weak process infrastructure — largely legacy, manual, and shadow IT-based
Excel, WhatsApp, paper-based SOPs
The Diagnostic
Siloed organizations with poor cross-discipline use cases
Manual/paper processes and shadow IT (Excel, Word, phone)
Lack of integration and discontinuity of data across systems
Poor shopfloor connectivity and weak external collaboration
Core Insight
“Factories run on processes, not machines. The process layer remains untouched.”
0
Process-layer solutions at scale
∞
Market opportunity remaining