Big Data & Analytics

Catastrophe seasons, rate filings, and partner launches do not slow down for release calendars, and that harsh timing has put property and casualty platforms under pressure that exposes brittle testing habits while rewarding carriers that treat quality as a continuous capability rather than a

Every claim that zips through a digital workflow on the strength of photos and forms now travels alongside adversaries who can fabricate scenes, polish narratives, and slip synthetic artifacts past casual checks unless the journey is designed to challenge them. That reality has not dampened the

A chorus of class-action lawyers, claims executives, and consumer advocates framed this case as a referendum on how insurers translate messy market data into the dollars paid for totaled cars, and on whether a single disputed input in a vendor model can shoulder classwide liability. Defense counsel

Relentless premium spikes have forced homeowners to budget for insurance like a second mortgage, with Colorado’s costs rising faster than almost anywhere and availability anxieties creeping into day-to-day decisions about where families can safely live and invest. That pressure set the stage for a

Escalating premiums, shrinking carrier appetites, and sharpened underwriting have turned homeowners insurance from a back-end checkbox into a front-line variable that nudges interest rates, shifts debt-to-income math, and can collapse an otherwise sound purchase minutes before a closing is set to

When a pet is hurt, the difference between an insurer that reacts in minutes and one that hesitates for days defines trust, affordability, and whether care proceeds without delay. That is the crucible in which ManyPets rebuilt its operating backbone with data and AI, turning abstract promises into