AI for Paralegals in 2026: Dockets, Discovery and Cite-Checks

For a paralegal in 2026, AI can pull deadlines out of a court order, code a first pass of a document production, turn a stack of medical records into a draft chronology, flag citations that don't check out, and draft the follow-up to a records custodian. It can't give a client legal advice, make the privilege call, or sign off on a filing. Your supervising attorney still owns all of that, and you still check every output.

This page is for US litigation, personal injury, corporate and in-house paralegals, and the legal assistants who do the same work under another title. It goes task by task through the work that fills a paralegal's week, names tools whose own pages describe each feature, and sets out the ethics rules that decide where AI stops.

Where a paralegal's week actually goes

Most of a paralegal's hours go to documents, deadlines and chasing other people. The US Labor Department's O*NET profile of paralegals and legal assistants lists preparing and organizing documents, investigating facts in public records, filing pleadings with court clerks, coordinating subpoenas, managing attorneys' calendars, and requesting, reviewing and summarizing records for cases. O*NET counts about 404,900 people in the job in 2025, with a median wage of $62,890 a year.

The Bureau of Labor Statistics is blunt about where AI is heading here. Its Occupational Outlook Handbook projects little or no change in paralegal employment from 2025 to 2035, and says advances in technology, including AI, should make these workers more efficient at research and document preparation, which may reduce demand. The same page notes that in small firms one paralegal may handle every stage of a case, while larger firms split the work by phase. Either way, knowing which parts of the job AI handles well, and how to check it, is now part of the job.

A litigation paralegal's week is mostly made of these jobs:

• Docketing: reading every order, notice and stipulation for a date, counting it under the right rule, and putting it on the attorney's calendar with a reminder in front of it.
• Discovery: drafting requests and responses, tracking what's been served and what's overdue, and running first-pass review on productions measured in gigabytes.
• Records: medical, employment and billing records requested, chased, logged, Bates-numbered and summarized.
• Intake: screening new callers, running conflict checks, and getting engagement letters signed.
• Cite-checking and filing prep: confirming every authority is real and still good law, building the table of authorities, assembling exhibits, and e-filing before the court's cutoff.
• Scheduling: depositions, mediations and hearings that need a court reporter, a room, opposing counsel and a witness free on the same day.

Which paralegal tasks AI can handle now

AI is most useful to a paralegal where the work is reading large volumes of text and pulling out something specific: dates from orders, relevance from productions, events from records, citations from briefs. The table pairs each task with the kind of tool and vendors whose own pages describe the feature.

Docketing: let AI read the order, then count it yourself

Deadline extraction is now built into docketing software. LawToolBox says on its site that its AI extracts deadlines from orders and legal documents, including handwritten ones, and adds them to your calendar, and that its rules engine can calculate more than 80 court-specific deadlines from a single trial date. It runs inside Outlook and Microsoft Teams and syncs to Google and Apple calendars. Pricing isn't published.

Treat the extracted date as a draft entry. A scanned scheduling order that lands at 4:50 on a Friday still needs you to confirm which rule governs the count and whether anything has changed it. Under Federal Rule of Civil Procedure 34, for example, a written response to a document request is due 30 days after service, but for an early request delivered before the parties' Rule 26(f) conference, the 30 days run from that conference, and a stipulation or court order can change either. A tool that reads the request but not the docket will get that wrong.

Document review: AI codes the first pass, a person makes the calls

Review platforms now offer generative AI coding that, Relativity says, works without the upfront training older technology-assisted review needed. Relativity's aiR for Review identifies relevant documents, key issues and confidential business information, gives citations and a rationale reviewers can check, and lets you write your own coding criteria; Relativity says decisions stay with legal practitioners. Everlaw's AI Assistant offers coding suggestions with a justification for each document. Neither page publishes a price.

Privilege is where a paralegal should slow down. Under Federal Rule of Evidence 502(b), an inadvertent disclosure in a federal proceeding avoids waiving privilege only when the holder took reasonable steps to prevent it and promptly tried to fix it. Rule 502(d) lets the court order that disclosure in the case isn't a waiver at all. Before an AI privilege screen goes anywhere near a production, ask the attorney whether a 502(d) order or clawback agreement is in place, and keep a log of how the screen was run and checked.

Records: AI drafts the chase and the chronology

Records requests run on a clock you can cite. Under the HIPAA access rule, 45 CFR 164.524, a provider covered by HIPAA generally has 30 days to act on a patient's request, with one 30-day extension if it explains the delay in writing within the first 30 days. A patient can also direct a copy to a third party, such as your firm, in a signed writing that names where it goes. AI is good at the follow-up letter that quotes those dates, and at a tracking sheet listing each provider, the date served and the date it's due.

Once the records arrive, chronology tools do the first draft. NetDocuments describes its Medical Chronology app as extracting diagnoses, treatments, procedures, test results and physician notes into a date-ordered memo, a first draft for attorney review. EvenUp sells medical chronologies and demand drafting to personal injury firms. Whatever you use, tie each entry back to a page number, so a missed treatment gap shows up before opposing counsel finds it.

Cite-checking: the job AI made more important

Every brief that leaves the firm now needs its citations checked for existence, not just for good law. In Mata v. Avianca, a federal court in the Southern District of New York sanctioned two lawyers and their firm $5,000 in June 2023 for filing an opposition built on nonexistent opinions and fake quotes that ChatGPT had produced. The cite-check that would have caught them is classic paralegal work.

Clearbrief is a Word add-in that links statements in a brief to the evidence behind them, checks and reformats citations, and builds tables of authorities; its Solo plan is listed at $300 per user a month. LexisNexis says Lexis+ with Protégé lets you verify authority with Shepard's inside the AI workspace. Still pull and read every case a brief relies on. A citation that exists can still say something other than what the brief claims.

Supervision, UPL and confidentiality: the lines AI doesn't move

The ethics rules that limit a paralegal also limit any AI the paralegal uses, and the supervising attorney answers for both. The NALA Code of Ethics says a paralegal must not establish attorney-client relationships, set fees, or give legal opinions or advice (Canon 1), may do delegated work while the attorney stays responsible for the work product (Canon 3), must say they're a paralegal at the start of any professional relationship (Canon 5), and must protect client confidences (Canon 7).

• Training and firm policy. ABA Formal Opinion 512, issued July 29, 2024, says managing lawyers should set clear policies on permitted generative AI use and that supervising lawyers should make sure nonlawyer staff are trained in its ethical and practical use (summary of Opinion 512). If your firm has no policy, ask for one before you upload anything.
• Client information in self-learning tools. The same opinion requires the client's informed consent before confidential information goes into a self-learning AI tool, and boilerplate in an engagement letter isn't enough. Check whether a tool trains on your inputs before you paste in a deposition transcript.
• Billing. Opinion 512 says hourly billing must reflect the time actually spent, and that the time it takes to learn a tool generally can't be billed to the client. If AI turns a four-hour summary into forty minutes, your time entry says forty minutes.
• Intake chatbots. Florida Bar Ethics Opinion 24-1, approved in January 2024, warns against website chatbots that give legal advice or fail to say they're a chatbot, and says prospective clients should be told they're talking to an AI program (LawNext's report). An AI intake script should gather facts and route legal questions to an attorney, the same rule you follow on the phone.

Where Merlin fits in a paralegal's day

On a Mac, Merlin takes on the correspondence side of the job: the court reporter who hasn't confirmed Tuesday's deposition, the records custodian who went quiet after your second letter, the opposing paralegal who promised a revised exhibit list. It connects to Gmail and Google Calendar, keeps a record of everyone on your matters, and writes the drafts you request. Setup requires a Google account for mail and calendar, so if your firm runs on Outlook and Microsoft 365, Merlin won't fit your work account.

Merlin doesn't docket, review documents, check citations, build chronologies, answer phones or run conflict checks, and it isn't practice management software. Use it beside the legal tools above, and get your supervising attorney's sign-off before you connect a firm mailbox, the same check on how a tool handles client information that Opinion 512 asks for with any AI tool.

• Replies you owe. The People panel in Merlin flags a person who emailed you directly 2 to 30 days back and is still owed an answer in that thread, so an opposing counsel's meet-and-confer email doesn't sit under a production deadline.
• Drafts you approve. Ask in chat for a polite second request to the records department citing the date you served the first, and the letter appears as a card you can rework. It leaves your outbox only once you confirm that card.
• Prep before a call. For a meeting on your Google Calendar, the built-in Meeting Brief arrives about ten minutes ahead, with background on the attendees and what you've already discussed with them.
• Calls recorded on your Mac. Merlin can record a call such as a team strategy meeting and keep notes; speaker-labeled transcripts need a paid plan. Record only with everyone's consent and within your firm's policy.
• A routine for one matter's inbox. A routine can run when email arrives from opposing counsel's domain and summarize it in your Merlin chat. A routine acts by itself after you switch it on, so make your first one summarize only, with no sending.

For a template to adapt for records follow-ups and letters to the clerk's office, see the formal email guide. If you're comparing recorders for internal meetings, the AI note-taking tools roundup covers the main options.

Five things a paralegal can try this week

Start with one task where a mistake is easy to catch, and get your attorney's approval first.

1. Ask for the firm's AI policy in writing. Which tools are approved, what client data may go into them, and who reviews the output. If there's no policy yet, offer to draft one for the attorney to edit.
2. Run a docketing tool side by side with your own count. For two weeks, let the AI extract deadlines from incoming orders while you calendar them as usual, and note every date where the two disagree.
3. Test a chronology tool on a closed file. Pick a matter you've already summarized by hand and compare the AI draft line by line, checking each entry against its page.
4. Add an existence check to your cite-check. Before tables of authorities and formatting, confirm every case, statute and quote exists and says what the brief says.
5. Log your real time. When AI shortens a task, the time entry gets shorter too. Keep a note of what the tool did and what you checked, in case anyone asks.