Wevolver Research: 2027 Edge AI Report

Every year we build the Edge AI Report around what engineers are actually running into and not what's trending on a roadmap slide. 

The Edge AI Report gets read by engineers who work on all facets of Edge AI projects. But what actually gets coverage in the 2027 edition — which workloads get deep coverage, which reference systems get walked through, which engineering questions get answered — comes directly from surveys like this one.

Nine short questions, grouped around where your project stands, what's slowing it down, and what would actually help. There are no vendor pitches, and the survey is completely anonymous.

Where you are:

• Current stage, from research to scaled production

• The workload or system you're building or evaluating

• What's most limiting your path to the next stage

What you need:

• Engineering decisions you need the most guidance on

• Themes that deserve the deepest 2027 coverage

• The practical resource formats you'd actually use

What to build on:

• Reference systems you'd like the report to cover

• How you used (or didn't use) the 2026 edition

• Your role and industry, for context only

The 2027 Edge AI Report is only as useful as the input behind it. So be a part of the conversation, and start the survey now.