AI Case Processing vs. Case Management Software for Personal Injury Law Firms (2026)

CASEpeer, Filevine, and Litify store your cases. None of them chase a missing medical record or flag a stalling file. Here's how AI case processing compares, with real 2026 pricing.

Short answer: Case management software like CASEpeer, Filevine, and Litify gives a personal injury firm a system of record — contacts, notes, documents, billing. It does not chase down a missing medical record, flag a file that's gone quiet three weeks before a statute-of-limitations deadline, or triage a new referral call at 9 p.m. That active layer — AI case processing — is a different thing entirely, and it typically runs alongside whatever case management software you already pay for, not instead of it.

What's the difference between case management software and AI case processing?

Case management software is built to store and organize what your team already knows about a case: client info, notes, calendar, document storage, trust accounting. It's a filing cabinet with a good interface. Someone on your team still has to notice a file is incomplete, remember to email opposing counsel's adjuster, or catch that a client hasn't returned a signed medical authorization.

AI case processing is the layer that does the noticing and the chasing:

• Intake — a guided digital flow captures the incident, injury, insurance, and prior-treatment details once, instead of a paper form someone re-keys later
• Document processing — medical records, bills, police reports, and insurance correspondence get auto-classified and key fields extracted as they arrive, instead of sitting in a scanned-PDF pile for a paralegal to read line by line

• Case chase — automatic follow-up on outstanding medical records, liens, and signatures, plus alerts when a file hasn't moved and a statute-of-limitations or discovery deadline is approaching
• Referral lead qualification — new calls from past clients, referring attorneys, and marketing leads get triaged so a warm case doesn't sit in a general inbox

What do CASEpeer, Filevine, and Litify actually cost in 2026?

These three are the names most PI firms already evaluate, alongside general-purpose legal software that isn't PI-specific:

Every one of these is a place to store and manage cases. None of them proactively chases a missing document or tells you a file has stalled — that has to be built in as automation, added on top, or done by a human who remembers to check.

Where do AI point tools like EvenUp fit in?

EvenUp (and competitors like Precedent) are single-purpose tools, not case management systems. They ingest medical records and generate a demand letter or medical chronology — one job, done well. EvenUp moved to per-case pricing in 2025, with public estimates suggesting roughly $300–$800+ per case depending on complexity and review tier (instant AI draft vs. attorney-reviewed); Precedent advertises a $275 cap per demand with unlimited revisions. Either way, these tools sit downstream of intake — they need the records already collected before they can do anything, which means the chase-and-collect problem still has to be solved separately.

:::cta Curious what an AI case-processing build would look like for your firm's case mix? The free strategy brief maps the highest-leverage piece to build first — no call required. Get my free strategy brief → :::

What does the full stack cost a PI firm in 2026?

Stack it up and a mid-size PI firm is often paying for three separate things: case management software (per seat, every month, regardless of case volume), a point AI tool like EvenUp for demand letters (per case), and the paralegal hours spent manually chasing medical records, liens, and signatures that neither of the first two tools touches. That labor cost is the one that doesn't show up on an invoice but caps how many active files a paralegal can actually carry.

An installed AI case-processing system is priced differently — one build, one fixed price, sized to your firm's case volume and document types, layered on top of whatever case management software you keep using. It's not a per-seat subscription that grows every time you hire a paralegal.

Where does this leave attorney judgment?

Nowhere near it, by design. Case processing is operational: intake capture, document extraction, chase, and lead triage. It doesn't evaluate liability, value a claim, negotiate a settlement, or make any legal decision — those calls stay entirely with your attorneys. The system's job is making sure the file is complete and organized, and that nothing goes quiet near a deadline, before an attorney needs to act on it.

How does this fit with StoryDrips' AI Operating Partner approach?

This is the same idea behind an AI Operating Partner: one system, built around how your firm already intakes and works cases, steerable from one chat instead of a case management tool, a separate demand-letter vendor, and a spreadsheet tracking outstanding records. For firms handling similarly document-heavy, deadline-driven work, see how the same approach plays out for bankruptcy law firms tracking filing deadlines or more broadly across law firms.

None of these compare — StoryDrips is an AI Operating Partner that runs case processing as one engine of many.

FAQ

Does AI case processing replace CASEpeer, Filevine, or Litify? No. Those remain the system of record for case files, billing, and calendar. An installed AI system handles the intake, document extraction, and chase work that feeds clean, complete files into whichever case management software you already use.

Does it replace EvenUp or Precedent for demand letters? Not necessarily — those are specialized drafting tools. Case processing can work alongside them by making sure the medical records and bills those tools need are already collected and organized before a demand ever gets drafted.

Will it make any decision about a case's value or strategy? No. It's operational only — intake, document extraction, deadline flagging, lead triage. Liability evaluation, case valuation, and settlement strategy stay entirely with your attorneys.

How much does an installed system cost compared to per-seat software? It depends on case volume and document types. Unlike per-user subscriptions that grow every time you hire, it's typically one fixed price scoped to your firm — the free strategy brief gives a specific number before you commit to anything.

Is client medical and financial data safe in a system like this? Any system touching medical records, insurance data, or client PII needs strict access controls as a baseline requirement — that's a first design decision, not an afterthought.

Do we need to switch off our current case management software to use this? Usually not. It's typically built to run alongside what you already use, feeding organized data into your existing system rather than replacing it.