63%
of Downtime Caused by User Error.
Skilled Labor Shortage
Experienced operators are retiring faster than new talent can be trained—putting uptime, safety, and institutional knowledge at risk.
The Future of Data Center Operations Is Cognitive
Cognitive AI Infrastructure Management
Cognitive Infrastructure & Operations Management (CIOM)—is an AI-native process approach that continuously reason across infrastructure, operations, and workforce data. CIOM predicts, recommends, and standardize best practices before failures occur.
Data Centers Are Being Asked to Do More—with Less
10-20%
of Power Capacity Stranded.
Stranded Power and Efficiency Issues
Phase imbalance, conservative design margins, and reactive operations leave millions of dollars in unused or inaccessible capacity every year.
95%
of Legacy tools lack predictive Analytics.
Tools That Can't Predict
Traditional DCIM systems report after problems occur, offering limited insight across power, cooling, hardware, and procedures. Offer little to no insight, just data.
A New Operating Layer is Necessary for Data Centers to Solve These Problems…
CIOM via the DAIX Platform
A New Operating Layer for Data Centers
Stage 1
Operational & Asset Context
Establishes a complete, site-specific operational baseline.
Systems Telemetry
Assets, Data & OEM specifications
SOPs, Standards & Compliance Frameworks
Historical Data & Records
Stage 2
Agentic AI Reasoning Layer
Transforms raw data into infrastructure-aware intelligence.
Normalize & Correlate Data.
Apply Domain-Trained AI Knowledge.
Evaluate Conditions Against Best Practices
Continuously Adapt.
Stage 3
Standards-Aligned Actions & Insights
Converts intelligence into decisions, actions, and measurable outcomes.
Predictive Analysis.
Optimization Recommendations.
Methodology-Aligned Guidance.
Actionable Tasks & Work Orders.
Not DCIM 2.0 but rather a fundamentally different operational model. DAIX Cognitive Infrastructure & Operations Management (CIOM) is designed for modern data center operations.
- DAIX turns infrastructure and industry data, procedures, and hardware intelligence into continuous, adaptive optimization and intelligence.
- DAIX unifies telemetry, procedures, and hardware data into a continuously learning system that delivers actionable insight—without disrupting existing tools.
An Agentic AI Workforce—Grounded in Data Center Intelligence
The DAIX Platform utilizes a suite of specialized Agentic AI agents that act on data center contextualized intelligence—continuously optimizing operations, enforcing standards, and augmenting human teams without adding operational burden.
Each agent operates autonomously within defined guardrails, learning from telemetry, procedures, and technician interactions to deliver continuous improvement across multiple data center silos.
DAIX Specialized AI agents include:
- Agent
Power Efficiency
Balances real-time electrical loads across phases to reduce stranded capacity and unlock usable power.
- Agent
SOP Automation
Turns procedures into living, adaptive operational intelligence.
- Agent
Infra-IQ Research
Vendor-neutral hardware intelligence to research, compare, and plan.
The Future of Data Center Operations Is Cognitive
DAIX Agents integrate as a lightweight overlay alongside existing DCIM and ITSM systems and are projected to achieve measurable early results:
Reduction in stranded power
- 10–20%
Faster technician onboarding
- 35–40%
Fewer human-error incidents
- 40%
Annual OPEX savings per large sites
- Multi-million
