Find capitalizable development work automatically

Categorizing all of your engineering work for software capitalization now takes a lot less effort. You don’t need to maintain custom fields or go through issues one by one.

Swarmia combines a deep understanding of your engineering work with AI to suggest which projects are capitalizable. It draws on project details from your issue tracker and all the related development activity in version control, and gives you a month-by-month, project-by-project breakdown of capitalizable effort.

AI suggestions work alongside the manual and rule-based categorization you might already have, and they work just as well on their own.

If you’ve set up rules, Swarmia can point out capitalizable work that slipped past them, along with work marked capitalizable that probably shouldn’t be, so you don’t under- or overreport capital expenditure. If you’re starting from scratch, you can go straight to reviewing suggestions.

Either way, you’re in control. Hover over any issue to see why Swarmia suggested its category. In settings, admins can also limit suggestions by fields like issue type, label, or parent issue, and edit the prompt Swarmia uses to make them.

Swarmia’s software capitalization is SOC 1 audited and used by finance teams at companies ranging from startups to regulated enterprises.

To get started, open settings from the software capitalization page and turn on AI suggestions. If you’re new to Swarmia, take a look at how software capitalization works.