Why Now
Section 2 of 9The enterprise stack has reached an inflection point.
AI, connected assets, APIs and cloud have matured — but the coordination layer is still missing.
1
AI embedded everywhere
Models can reason over complex signals, but they need trusted context and orchestration.
2
Cloud + hybrid scale
Compute, storage and data services are available at scale across hyperscalers.
3
Connected operational assets
Sensors, devices and systems generate real-time operational signals.
4
Enterprise APIs exposed
Business processes are increasingly digital and addressable through APIs.
The world is becoming increasingly intelligent — it is not becoming increasingly coordinated.
Every era of computing solved the layer beneath it
Hardware, operating systems, the internet, cloud and AI each unlocked the next layer of value. Operational coordination is the layer that remains unsolved.
Hardware
1960s
The foundation of computing.
Operating Systems
1980s
Making hardware usable and programmable.
Internet
1990s
Connecting the world and enabling information flow.
Cloud
2000s
Scalable infrastructure on demand.
Artificial Intelligence
2010s
Machines that learn, predict and adapt.
UFIS · Operational Intelligence
2020s+
The intelligence layer that connects, understands and coordinates every system, signal and decision.
The macro drivers behind the timing
8–10% CAGR through 2030
Rising enterprise software spend
Source: Gartner
Exceeds $800B+ annually
Cloud spend
Source: Gartner
$300B+ by 2030
AI software market
Source: IDC
30B+ by 2030
Connected devices
Source: Statista
$100B+ by 2032
Digital twin market
Source: Fortune Business Insights
70%+
Enterprises running GenAI pilots or projects
Source: McKinsey