Edge Computing
and Machine Learning

We offer services in edge computing, leveraging Distributed Computing, AI, and Machine Learning to optimize performance. Our expertise includes advanced operating systems, software-defined networks, and tailored software solutions for enhanced efficiency and security.

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Illustration of the globe composed of embedded systems components
data center

Advanced Operating Systems
for Data Centers

We specialize in developing and optimizing advanced operating systems, custom drivers, and tailored software solutions for data centers. Our expertise ensures efficient, stable, and secure operations, enabling us to work across the entire software stack—from hardware and drivers to L7 load balancers—to maximize hardware resource utilization.

Custom Software Solutions
for Data Centers

We deliver customized software applications that meet specific client needs, ranging from data management tools to complex automation frameworks, all designed to enhance performance and reliability. 

Tailored Advanced Networking Solutions
for Enhanced Efficiency and Security

Our advanced networking solutions are tailored to meet unique client requirements. We design bespoke network architectures focused on efficiency, security, and scalability, and implement Software Defined Networking (SDN) for flexible and programmable network management. When necessary, our advanced hardware lab allows us to analyze both hardware and software layers.

We have extensive experience debugging TCP/IP/UDP software, including Linux/BSD networking daemons. Our solutions integrate robust security features, such as encryption, firewalls, and intrusion detection systems, ensuring comprehensive protection and data integrity.

SPARX networking switch SoM
Cryptocurrency mining farm

Extensive In-House GPU Capability
for AI, Machine Learning, and Data Processing

We have an extensive in-house GPU capability with over 100 industry-grade GPUs, providing unmatched computational power for mining, AI, machine learning, and high-performance data processing.

Our farms allow us to perform custom experiments on-demand. When not in use, the GPU resources are deployed to crypto-mining.

Service scope

Our full-service approach offers flexibility, on-site support, transparent project tracking, and time-saving benefits. Stay ahead with our trusted and future-proof Edge Computing and Machine Learning services.

Distributed Systems

Distributed systems can self load-balance and provide service redundancy unmatched by any centralized system.

Edge Computing

Edge computing enables clients to push computation further to the frontier and fully harness the benefits of infrastructure decentralization.

Data Loss Prevention

Data resilience and redundancy in extremely distributed systems is possible thanks to advancements like ETCD.

Software Defined Networks

Software Defined Networks allow you to roll out changes to your networking infrastructure without the need of interacting with the hardware. Higher upfront cost significantly reduces service and maintenance costs, while increasing disaster resistance.

AI and ML

Edge Computing yields well to Artificial Intelligence and Machine Learning, both in terms of data collection, data preprocessing, preparation and conditioning, and by leveraging the power of neural networks on resource-constrained devices to deliver amazing performance and scalability.

Other Benefits

Other benefits, such as dynamic service distribution, service redundancy, optimal saturation of available infrastructure with compute tasks, disaster resistance, and adaptive node scaling.


Let's work on your project together! We can seamlessly integrate with your teams or existing subcontractors, bring in our own management and consulting, supervision, planning, and more! Our flexible forms of cooperation include fixed-price and time-and-material-billing agreements. Hybrid or custom forms of cooperation are available as well.

Over 50+ customers entrusted us
with their projects

Let’s talk about your project and how Conclusive Engineering can help

We would like to understand your problem better before we start.