Swans builds AI and automation systems for the legal sector, with a narrow focus on personal injury and plaintiff law firms. The company designs bespoke automation that covers the entire case lifecycle, from intake to resolution, and deploys AI and operations infrastructure intended to let firms scale without proportionate increases in headcount.
Its custom automation systems are reported to eliminate 50% of administrative work across the case lifecycle. The AI and operations infrastructure that accompanies them is associated with reported outcomes of 10x profit increases and a 300% improvement in revenue per employee for client firms.
Technical work spans AI, workflow automation, and operational systems and process optimization, applied to the specific constraints of legal services. Swans describes its purpose as pushing the legal industry forward, with an emphasis on measurable results, operational excellence, and enabling firms to serve more clients efficiently.






