AI for Modern Data Center Operations
Operational intelligence delivered through specialized AI Agents, grounded in infrastructure context and coordinated by the DAIX Platform.
The DAIX Platform
The cognitive intelligence layer that coordinates Agentic AI across infrastructure, operations, and hardware data.
DAIX is not another management system. It is a cognitive operating layer designed for modern data center environments.
It continuously reasons across live telemetry, operational procedures, and hardware intelligence to understand not only what is happening, but why it matters and what action should follow—with full awareness of system-wide impact.
Cognitive Infrastructure & Operations Management (CIOM), delivered in practice…
Sits Above Existing Systems
DAIX does not replace DCIM, BMS, or ITSM platforms. It sits above them, transforming fragmented data and documentation into coordinated, asset-aware operational intelligence.
How DAIX Operates
DAIX establishes a closed-loop operating cycle that enables continuous optimization across the data center lifecycle:
- 1
Ingest
Telemetry, SOPs, manuals, configurations, maintenance records, and workflows.
- 2
Contextualize
Hardware-specific and domain-aware intelligence grounds insights in real infrastructure conditions.
- 3
Reason
Cross-domain correlations connect power, compute, hardware lifecycle, and procedures.
- 4
Act
Agentic AI delivers guided recommendations and controlled operational actions.
- 5
Learn
Outcomes continuously refine future decisions across sites and portfolios.
Agentic AI Solutions
Specialized intelligence, synchronized to solve real operational problems across power, procedures, and infrastructure.
Power
Optimize electrical loads and reduce stranded capacity
Procedures
Transform static SOPs into living intelligence
Infrastructure
Hardware-aware decisions grounded in reality
Data center challenges are not isolated.
Power decisions affect cooling. Hardware choices affect efficiency. Procedures affect uptime.
DAIX delivers Cognitive Infrastructure & Operations Management through a growing suite of Agentic AI Solutions—each focused on a high-impact operational domain yet designed to work together as a unified system.
Power Efficiency Agent
Power Optimization that Increases Capacity and Efficiency
Three-Phase Power Imbalance is one of the largest hidden costs in modern data centers. Even minor phase imbalance results in stranded capacity, excess heat, equipment stress, and unnecessary OPEX.
The DAIX Power Agent continuously analyzes per-phase electrical loads, correlates power input to actual compute output, and identifies imbalance before it becomes risk.
What it delivers:
- ±5–7% phase balance targets across PDUs and circuits
- 10–20% recovery of stranded power capacity
- Reduced transformer, breaker, and UPS stress
- Measurable energy savings and deferred capital spend
Impact:
Power decisions shift from reactive firefighting to predictive, guided optimization.
SOP Automation Agent
Operational Accuracy and Consistency
Most downtime is not caused by hardware failure—it's caused by procedural deviation, outdated documentation, and inconsistent execution.
The DAIX SOP Automation Agent transforms static SOPs into living operational intelligence. It detects changes in infrastructure, firmware, or configuration and automatically drafts updated procedures for review and approval.
What it delivers:
- 75% reduction in procedural deviation and task errors
- 35–40% faster technician onboarding
- Executive-approved, version-controlled SOPs
- Built-in compliance and audit readiness
Impact:
Operational knowledge is captured, standardized, and enforced—without increasing administrative burden.
Infra-IQ Research Agent
Hardware intelligence that grounds every operational decision.
Infra-IQ is a vendor-neutral, spec-aware data driven intelligence Agent that helps data center teams understand the real power and cooling impact of servers, GPUs, and liquid-cooled systems—before installation.
FEATURES:
- Access normalized hardware intelligence across power, cooling, compute, and infrastructure—without navigating dozens of OEM portals.
- Ground AI recommendations in asset-level reality, including model, generation, firmware dependencies, and lifecycle stage.
- Compare hardware objectively and vendor-neutrally, using performance, efficiency, compatibility, and lifecycle data rather than sales-driven specifications.
- Accelerate troubleshooting and root-cause analysis, with instant access to manuals, specifications, and known behavior patterns tied to deployed assets.
- Enable accurate ROI modeling for upgrades, replacements, and optimizations—before capital is committed.
Impact:
- More accurate power and efficiency recommendations
- Smarter procurement and lifecycle planning
- Higher-confidence ROI modeling
- Compounding data that improves over time
From Monitoring to Intelligence
By combining the DAIX Platform, Agentic AI, and Infra-IQ, NoesisAI enables data centers to:
- Reduce energy waste and stranded capacity
- Minimize human error and operational risk
- Scale expertise across sites without scaling headcount
- Continuously improve performance, uptime, and efficiency
CIOM is the new operating model, DAIX is the platform that delivers it...