Instead of sending all data to a distant cloud data center, edge computing processes it on or near the device that creates it.

Why it exists

– Speed: local processing reduces delay (latency)

– Bandwidth: less data needs to cross the network

– Resilience: systems keep working if the internet connection drops

– Privacy and control: sensitive data can stay on-site

– AI at the source: running AI models locally, such as on PCs with NPUs or on in-store cameras

Where it shows up

– Manufacturing: machine monitoring and quality inspection

– Retail: in-store analytics, self-checkout, and inventory sensing

– Healthcare: devices that analyze data at the bedside

– Logistics and transportation: vehicle and warehouse systems

– Smart buildings and energy: local control systems

– Branch offices: local services for speed and reliability

– Remote sites with limited connectivity

Edge and cloud work together

Edge handles immediate, local decisions. The cloud handles heavy analysis, long-term storage, and central management. Gartner expects hybrid computing, mixing different processing environments, to become common in critical workflows by 2028.

Challenges

– Many small devices to secure and update

– Physical security of equipment in unsupervised locations

– Management at scale: consistent configuration and monitoring

– Skills and complexity

– Cost: hardware at each site

Is it relevant for a small business?

Often indirectly: through smart devices, in-store systems, AI-enabled PCs, and cloud services that use edge locations. Direct edge projects make sense when you have latency-sensitive operations, unreliable connectivity, or large volumes of local data.

If you’re considering it

1. Define the problem clearly

2. Check whether a cloud solution is good enough

3. Plan device management, patching, and monitoring from day one

4. Secure devices physically and digitally

5. Start with a pilot

Sources: Gartner Top Strategic Technology Trends for 2027.

DBR Soft can help you evaluate whether edge solutions fit your operations. Contact us for more information.