One backbone for
every
device
you run.
XFactr connects, normalizes, and makes sense of the devices running your buildings, data centers, and grids so every meter, breaker, and controller finally speaks one language.
Your devices already work. Your data doesn't yet.
Client-specific edge builds hinder flexibility and scale. Direct device-to-cloud connections cause congestion and security gaps. And as UPS systems, HVAC controls, lighting, and power meters pile up across multi-vendor landscapes, management silos follow close behind.
Protocol sprawl. Modbus, BACnet, SNMP, and OPC UA rarely speak to each other out of the box.
Compliance pressure. ISO 27001 and IEC 62443 demand robust, auditable edge security.
Operational blind spots. Fragmented, device-specific solutions leave no single source of truth.
Four domains. One edge platform.
Same architecture, same intelligence tuned for what each environment actually needs.
Buildings
Centralized panel monitoring, Digital T1S networking, cloud-enabled EV meters, and smart home automation from a single pane of glass.
Datacenter
Hardware-agnostic edge gateways connecting UPS, HVAC, lighting, and power meters with real-time fault detection and predictive maintenance.
Grid Solutions
Edge intelligence for microgrids and industrial grids tracking energy yield, battery health, and load in real time, close to the source.
Cloud & Security
Zero-trust edge-to-cloud architecture, secure bootloaders, and IEC 62443-aligned protection for every connected device you deploy.
The engineering behind the intelligence.
Four platforms doing the heavy lifting quietly, at the edge.
Edge Gateway & Digital Backbone
A single, protocol-agnostic collection point for every device on site — buffering, normalizing, and securing data before it ever leaves the building.
See how it worksDigital T1S Network
An Ethernet-to-T1S overlay that modernizes legacy switchboards — auto-discovery, secure boot, and plug-and-play onboarding, built for a 10-year lifecycle.
Modernize your panelsCentraIQ™ IoT Platform
Hardware-agnostic middleware that unifies device management and analytics — with ONNX-based predictive maintenance built in from day one.
Meet CentraIQSecure Metering & EV Compliance
Classical meters become cloud-enabled, Eichrecht-compliant smart meters — secure bootloaders and a verified chain of trust from meter to cloud.
See secure meteringIntelligence that lives where the equipment does.
Rules and lightweight ML models run directly on the gateway catching a drifting compressor or a fading battery before it becomes a ticket. No round trip to the cloud, built on the same digital engineering that powers XFactr's broader AI & Data practice.
Explore AI & DataPredictive Cooling
Hotspot detection and compressor staging recommendations, before temperatures drift out of band.
Battery Analytics
Remaining-useful-life estimation and proactive maintenance scheduling for every string.
Energy Arbitrage
Demand forecasting and automated load shifting within your policy guardrails.
Safety & Compliance
Drift detection on critical setpoints, with automatic revert to safe profiles.
Trusted by global industrial and energy leaders.
Technologists across AI/ML, embedded & DevOps
Months as a trusted digital innovation partner
Industrial protocols supported natively
Uptime target across deployed edge fleets
Edge & IoT, proven in the field.
A sample of what unified edge intelligence has done for our customers.
Smart Energy & Digital T1S Solutions
Centralized panel monitoring, 10BASE-T1S networking, and Eichrecht-compliant smart meters for a building energy portfolio.
Edge Gateway & Energy Monitoring
Hardware-agnostic gateways connecting UPS, HVAC, lighting, and meters — with real-time fault detection across multi-vendor sites.
Microgrid Edge & Optimization
Edge analytics for solar, storage, EV charging, and grid-tie points — cutting cloud dependency and speeding energy decisions.
AI-Driven Energy Baselining
A Snowflake-based platform automating baseline modeling across a building portfolio — ~90% less manual effort.
From the XFactr blog.
Field notes on edge computing, IoT, and industrial AI.
Edge Computing vs. Cloud Computing: What's the Difference?
A practical breakdown of where edge processing wins over the cloud and when you actually need both.
AI, IoT & IT on the Factory Floor
How AI and IoT are converging to reshape industrial operations.
Visit the Blog
More field notes on edge, IoT, and industrial AI from the XFactr team.
The Enterprise AI & Data Company
What it means to build AI like an enterprise depends on it.
XFactr.ai is an enterprise AI and data engineering company built for organizations that need AI to hold up under real production load not just a demo. We work as an extension of your technology organization: setting AI strategy, engineering the underlying data platform, and shipping Generative AI, Agentic AI, and machine learning applications that are governed, monitored, and accountable to business outcomes.
What Makes XFactr.ai Different
Most AI vendors sell either strategy decks or point-solution pilots. As an enterprise AI consulting company, XFactr.ai does both: business consulting that defines the outcome, and engineering that delivers it. Our teams combine data engineers, ML engineers, solution architects, and industry consultants so that every AI initiative is grounded in a modern data platform from the start because AI is only as reliable as the data underneath it.
How We Deliver AI, End to End
Delivery starts with discovery and AI strategy, moves through data engineering and platform architecture on Azure, AWS, Google Cloud, Snowflake, and Databricks, and continues through AI and ML development, rigorous testing, deployment, and MLOps. As an AI development company, we don't hand off a model and walk away we build the operational muscle (AIOps, monitoring, governance, retraining) that keeps AI systems accurate and compliant long after go-live.
Industries and Global Delivery
XFactr.ai delivers enterprise AI and data engineering services across manufacturing, healthcare, retail, financial services, energy, logistics, and the public sector, supported by a global delivery model that blends onshore strategy with scaled offshore engineering. This lets enterprise customers move faster without compromising on governance, security, or responsible AI practices.
Business Outcomes, Not Just Technology
As an enterprise AI partner, our engagements are measured the way our customers measure their own business: cost reduction, revenue growth, cycle-time improvement, and customer experience. Whether the goal is a modern data platform, an agentic workforce, or predictive operations, XFactr.ai's AI and data services are designed to compound value well beyond the initial deployment.
Let's connect what's disconnected.
Tell us what's running on your site today we'll show you what a unified edge looks like
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