Overview
IoT engineering spans a wide range of disciplines: device connectivity, edge computing, data pipelines, and the analytics layer that turns raw sensor data into something actionable. XFactr's India-based IoT engineering teams work across this full stack, from industrial gateways through edge-to-cloud AI.
IoT Engineering Across the Full Stack
A functioning IoT deployment depends on reliable connectivity at the edge as much as it does on the analytics layer that gets the attention in a sales pitch. Our teams build industrial IoT gateways and edge connectivity alongside the streaming data pipelines and analytics that turn sensor data into real-time equipment intelligence, rather than treating connectivity as someone else's problem.
This IoT work connects directly into our edge to cloud AI, edge gateway & connectivity, and energy monitoring & analytics practices.
What We Deliver
Edge Gateway & Connectivity
Reliable industrial connectivity between sensors and your data platform.
Edge-to-Cloud AI
Processing sensor data at the edge for use cases that can't wait for a round trip to the cloud.
IoT Data Engineering
Streaming pipelines that turn raw sensor data into a usable, governed data source.
Energy & Industrial IoT Solutions
IoT applications for energy management and industrial communication systems.
Benefits
- Reliable data flow from the edge to your analytics and AI platform.
- Real-time processing for use cases where a delayed signal has little value.
- IoT engineering depth spanning connectivity, data, and analytics together.
- Delivery coordinated between India-based engineering and our Atlanta team.
How We Work
Infrastructure Assessment
Evaluating current sensor connectivity and data flow reliability.
Architecture Design
Designing the edge, connectivity, and data pipeline architecture together.
Build & Deployment
Implementing gateways, pipelines, and analytics for your specific assets.
Monitoring & Support
Ongoing monitoring of both the IoT infrastructure and the data it produces.
Industries We Serve
Technology & Expertise
Why XFactr.AI
This IoT engineering discipline is reflected in our offshore equipment monitoring work with Kongsberg Digital. Explore more in our case studies.
Our Presence in India
Our IoT engineering teams operate out of Bangalore and Mangalore in India, coordinated with delivery leadership from Atlanta, Georgia. This structure supports enterprise IoT deployments for global clients across energy, manufacturing, and industrial operations.
Frequently Asked Questions
What does an IoT company in India typically deliver?
Capability ranges widely, from device connectivity alone to full edge-to-cloud pipelines and analytics. Ask specifically whether a vendor covers connectivity, data engineering, and analytics together, or only one piece.
Do you build the physical sensors and hardware, or just the software?
We focus on the software and integration layer, gateways, connectivity, data pipelines, and analytics, typically working with your existing or partner-provided hardware.
Can IoT data be processed in real time, not just batch?
Yes, for use cases like predictive maintenance where a delayed signal loses most of its value, we build edge and streaming architectures for real-time or near-real-time processing.
What industries does your IoT team typically serve?
Energy and utilities, manufacturing, and critical infrastructure, particularly for equipment monitoring and predictive maintenance use cases.
How does IoT engineering connect to your AI capabilities?
IoT data pipelines are often the foundation for predictive maintenance and industrial AI models, so our IoT and AI teams work closely together on these engagements.
Have sensor data you're not using effectively yet?
We'll assess your current IoT infrastructure and where the gaps are.
Talk to Our IoT Team