Operations & Monitoring
We integrate real-time analytics, autonomous control, and a full spectrum of monitoring tools to deliver the highest standard of performance
The Overview
At Infraag.ai, our operations and monitoring framework is engineered to be the connective tissue between energy production, storage, fiber networks, and smart infrastructure systems. We integrate real-time analytics, autonomous control, and a full spectrum of monitoring tools to deliver the highest standard of performance, reliability, and adaptability in utility-scale, behind-the-meter systems.
This tab explains how we keep every part of the ecosystem functioning seamlessly—across grid, off-grid, and sovereign campus applications.
How We Operate and Optimize
Smart Infrastructure Integration
Infraag.ai is not a passive asset owner—we actively operate and optimize every infrastructure system we deploy. From high-capacity solar generation fields to underground fiber routes, our systems are engineered to be interactive, data-rich, and self-adjusting. Our platform utilizes an open, modular architecture that allows for seamless integration with renewable energy assets (solar, wind, BESS), municipal-scale fiber deployments, and climate-controlled agriculture systems.
All components—power, fiber, water, HVAC, and automation—are embedded into a centralized operations layer, allowing for dynamic load shifting, microgrid resilience, and cross-system feedback loops.
Autonomous SCADA & Controls
We deploy an enterprise-grade SCADA (Supervisory Control and Data Acquisition) platform tailored for hybrid energy and smart infrastructure systems. It’s the nervous system of every site.
Our SCADA solution:
- Monitors real-time conditions across solar, storage, HVAC, fiber, and water treatment assets.
- Controls electrical switchgear, BESS cycle timing, and fiber allocation
- Alerts operators and triggers automated responses to fluctuating loads or outages.
- Provides visual dashboards for operators, investors, and regulators alike.
We leverage edge computing to ensure the lowest-latency decisions are made locally, even if cloud connectivity is temporarily interrupted.
Microgrid Optimization
Infraag.ai doesn’t just build microgrids—we actively manage them. Through smart controls and power electronics, we manage the full lifecycle of each watt produced, stored, and consumed on-site. Our load forecasting algorithms balance CEA grow light timing, processing equipment cycles, and seasonal HVAC demands with available generation and storage.
Load priority hierarchies ensure that mission-critical systems (such as vertical farming cooling towers or smart lighting) are always prioritized, while discretionary loads can be curtailed during high-demand events. This ensures that every megawatt-hour is intelligently managed—improving uptime, energy ROI, and environmental performance.
Resilience & Redundancy
Our infrastructure is built for continuity. Each Infraag.ai site is designed with Tier 4–inspired redundancy—featuring dual power paths, multiple fiber routes, and autonomous failover logic across all control systems. Every site is hardened against utility disruption, cyberattack, and mechanical failure.
Where possible, on-site generation is combined with long-duration storage and backup diesel or biogas turbines to ensure zero downtime for mission-critical operations like food production, water treatment, or emergency communications.
Sensor-to-System Coverage
Infraag.ai integrates hundreds of data points across each site, including:
- Soil and nutrient levels in vertical ag systems
- Real-time pH, turbidity, and flow in water loops
- Power factor and harmonic distortion in microgrids
- Indoor humidity, CO₂ levels, and temperature gradients
- Fiber signal integrity and utilization rates
Our custom-built sensor network feeds into the SCADA platform, which uses AI to tune systems proactively—adjusting irrigation patterns, air handling cycles, or energy storage schedules before issues arise.
Cloud-Connected, Sovereign-Capable
Every Infraag.ai deployment is cloud-optional. While most of our analytics, reporting, and user dashboards are accessible via secure cloud environments, all Tier 4–equivalent systems are independently operable. Our sovereign deployments are designed for zero cloud dependency—with full site control via local SCADA instances, hardened edge compute modules, and private fiber or satellite uplinks
This approach is ideal for defense clients, food security hubs, or municipal utilities requiring air-gapped reliability.
System Commissioning & Lifecycle Monitoring
From day one, we provide full commissioning and lifetime monitoring services. We calibrate each site’s energy and environmental settings, train operational staff, and offer a 24/7 remote monitoring team to oversee performance. All data is stored in compliance with regulatory standards and can be made available for ESG audits, carbon tracking, or grant compliance.
We benchmark performance on:
- Capacity factor
- Uptime and fault rate
- Energy intensity per sq ft
- Environmental efficiency metrics
Our feedback systems continuously adapt—ensuring every dollar spent on infrastructure continues to perform for decades.
Infraag.ai offers more than infrastructure—we offer precision operational control at every layer.
Our SCADA-driven, sensor-optimized approach ensures that every site, from agricultural campus to smart utility node, operates at peak efficiency and uptime. In an era where performance, resilience, and sustainability are non-negotiable, our operations and monitoring platform sets a new industry standard.