AI & automation · AI capability
AI design assistance in solar software
Which solar software has ai design assistance?
8 of the 100 products we researched carry this capability. For 2 more we searched the vendor’s own pages and found no statement either way.
A vendor’s explicit claim that machine learning or AI does part of the design work — detecting roof planes, placing modules, or proposing a layout — as opposed to a deterministic automation the vendor markets with the word “smart”.
Verified against the vendor’s own pages.
This page is not indexed
Only 10 products in the dataset carry a value for this capability, below our 12-product floor for indexing a feature page. It is published for readers who follow a link and excluded from search until the evidence base is deep enough to be worth ranking.
Why it matters when you’re buying
This is the most over-claimed capability in solar software and the one where the gap between the marketing page and the product is widest. We count it only where the vendor makes an explicit AI or ML claim, which is why the number here is far smaller than the number of sites using the word.
4 of the 8 products that carry it publish a price you can check before contacting sales.
Products that offer it
Not a ranking — no product on this site is scored. Ordered by the depth we could verify, then alphabetically.
Offered 8
- Arka 360 vendor-claimed Verified
- Aurora Solar vendor-claimed Verified
- EagleView vendor-claimed Verified
- HelioScope vendor-claimed Verified
- Scanifly vendor-claimed Verified
- SolarEdge Designer vendor-claimed Verified
- SubcontractorHub vendor-claimed Verified
- SurgePV ◆ Publisher’s own product — never ranked vendor-claimed Verified
Not established
2 products make no statement either way
We searched these vendors’ own pages and found neither a claim nor a denial. That is recorded as “not found”, which is different from “not offered” — the capability may well exist and simply not be documented. We never convert silence into a no.
Where to go next
Categories these products sit in
Capabilities bought alongside it
- AI agent / copilot 15
- Vendor argues against AI for this task 1
- Automated obstruction detection 1
Frequently asked
Which solar software has ai design assistance?
8 of the 100 products we researched carry ai design assistance. Verified against vendor pages on 28 September 2026.
What is ai design assistance in solar software?
A vendor’s explicit claim that machine learning or AI does part of the design work — detecting roof planes, placing modules, or proposing a layout — as opposed to a deterministic automation the vendor markets with the word “smart”.
What else is ai design assistance called?
We record it under one canonical capability, AI design assistance, so differently worded vendor claims can be compared.