Plaintiff attorneys are about to get dramatically better at their jobs, and most companies with physical assets are not ready for what that means.
The friction that protected you is disappearing
For years, plaintiff firms lacked the time and resources to dig deep into every case. That friction was, honestly, a subsidy for companies that were not well prepared. According to the public materials of plaintiff-side AI vendors, that subsidy is going away: tools now trained on hundreds of thousands of verdicts and settlements can identify patterns in how similar claims resolved, surface inconsistencies in documents faster than any human reviewer, predict which cases are worth pushing, and generate demand packages in minutes rather than weeks.
(Figures reflect publicly reported statements by plaintiff-side AI vendors such as EvenUp and are cited for context. Allineate is not affiliated with and does not endorse these vendors.)
The information asymmetry is shrinking
Defense has long relied on an asymmetry: it was simply too expensive for the other side to fully work up every case. As that asymmetry erodes, the companies that will be fine are the ones already operating with discipline — evidence captured and preserved from day one, vendor contracts and compliance documented and accessible, claims handled collaboratively rather than in silos, and a data-driven track record that tells a story about how they operate.
What to do about it
You cannot out-hire this trend, and you cannot wait it out. The response is structural: build the record that lets your defense industrialize too. That is exactly what a Unified Insurance Defense Platform is for. The window to get ahead of the asymmetry is now, while the evidence still exists.