The distinction
Two paths to a new operating model.
“AI-native” can describe two very different journeys. A new company can design its processes, systems, and roles together from the beginning. An established enterprise must change live operations while carrying the responsibilities, data, and relationships it already has.
Reserv is the first kind of story: a newer third-party claims administrator built around a modern operating model. It is not an old TPA that converted itself. Acrisure is the more direct example of an incumbent trying to reshape core insurance workflows rather than attach AI to a separate innovation program.
The selected reporting below is a starting point for understanding that difference. It includes company statements, interviews, and industry coverage; none proves that every workflow or outcome described has been independently validated.
The Loresse view
The work is the point.
What makes this shift interesting is not the label. It is whether knowledge from experienced people becomes part of a connected, reviewable process: from the first record through the exception, decision, and handoff.
Our reading is that an AI-native operation should make specialist judgment more available and more accountable, not simply automate whichever task is easiest. That is Loresse’s interpretation of these stories, not a claim of endorsement or a measured outcome for Loresse.
Original reporting
Follow the story at its source.
These articles remain with their original publishers. The notes are brief Loresse summaries, not reproductions or endorsements.
The AI-native entrant
PR Newswire / Reserv · June 4, 2025
Reserv Raises $25M Series B to Support Rapid ScalingReserv describes how its claims administration business combines experienced adjusters with modern technology. This is company-supplied information, not an independent assessment of results.
BeInSure · September 18, 2025
Insurtech Reserv extends Series B to $41 mn with QBE Ventures backing AI claims pushFollow-on coverage of Reserv's AI claims ambitions and its relationship with an established insurer.
InsTech · March 22, 2026
Rethinking claims: from ‘boring but brilliant’ AI to real industry changeA conversation with Reserv co-founder Martha Dreiling about continuous monitoring, decision quality, and the less visible work of changing claims operations.
The incumbent's transition
Acrisure · October 27, 2025
Acrisure Appoints Benjamin Funk as Chief Technology & Chief AI OfficerAcrisure's own announcement frames AI transformation and enterprise automation as responsibilities of its technology leadership.
Insurance Business · April 15, 2026
Acrisure accelerates AI-driven transformation across its core fintech and insurance operationsAn interview describing embedded engineering teams, redesigned quoting workflows, and the effort to translate frontline expertise into auditable processes.
Carrier Management · October 28, 2025
AI Investments Are Top Priority; Hourglass Workforce Structure Takes ShapeAn insurance CEO survey provides broader context for incumbent investment priorities; intention to invest is not evidence that transformation is complete.