EvenUp

EvenUp sits at the intersection of legal tech and autonomous document generation, and it does one thing exceptionally well: turning sprawling medical records into coherent demand letters and chronologies without a paralegal spending forty hours on it. The autonomy here is real. You upload case files and medical records, point it at the task, and it returns a structured demand letter or medical chronology that reads like a junior associate drafted it, not a chatbot. I've seen it handle a moderate whiplash case with three treating physicians and two years of records, producing a fifteen-page demand that cited specific treatment dates, linked injuries to the accident timeline, and calculated damages with footnoted references to the medical bills. That's not just summarisation, it's synthesis. The agent shines when you have voluminous records and a straightforward liability story. It parses handwritten notes, pulls relevant treatment details, and organises them chronologically without you babysitting each step. The medical chronology feature is particularly strong: it flags gaps in treatment, highlights contradictory provider notes, and surfaces red flags that might hurt your case. For a solo practitioner or small firm handling ten to twenty PI cases at once, this is the difference between hiring another paralegal and not. Failure modes: it struggles with complex causation arguments. If you need to argue that a pre-existing condition was aggravated, or that a delayed diagnosis was malpractice, the agent will give you a workmanlike draft but won't craft the nuanced legal argument. You'll still need a lawyer to edit and sharpen. It also can't handle cases with disputed liability well, the output assumes your client's version of events is gospel. And the per-demand pricing model means you can't experiment cheaply, you're committing to a billable output each time. Compared to CaseText's Compose or Harvey AI, EvenUp is more narrowly focused and more autonomous. Harvey requires more prompt engineering and oversight; EvenUp is closer to a junior associate you can delegate to. But Harvey's flexibility means it can tackle a wider range of legal writing. If you're a PI firm and this is your bread and butter, EvenUp is purpose-built. If you're a general practice, you'll outgrow its niche quickly. The enterprise pricing is opaque, which is frustrating. You'll need to talk to sales, and I suspect smaller firms will find the per-demand cost steep unless they're closing cases fast enough to justify it.