Anytime AI 3.0 ships agentic coworkers that finish plaintiff casework

Anytime AI said it released Anytime AI 3.0, moving the platform from task tools to agents that complete multi-step plaintiff casework and return finished work product — medical chronologies, negligence analyses, discovery responses, and demand letters — with built-in agents for the case types firms actually take plus custom agents shaped around each firm’s workflows.

Plaintiff firms drown in medical records and in the handoff between a chat answer and a document the case can use. Shipping agents that return a chronology or a demand letter in the firm’s own template is Anytime AI betting the product is finished casework, not another legal chatbot.

On Thursday, 1 October 2026, Anytime AI said it released Anytime AI 3.0, and called it the largest release in the company’s history. The GlobeNewswire page is titled “Anytime AI 3.0 Launches Agentic Coworkers That Finish Casework for Complex Plaintiff Litigation.” The page stamps October 01, 2026, 07:47 ET. The dateline is White Plains, New York. The source line is Anytime AI. The line under the headline says built-in agents for Nursing Home and Elder Abuse, Medical Malpractice, Trucking, and Traumatic Brain Injury cases, plus custom agents each firm builds around its own workflows, turn a single request into finished work product. The update, the release says, moves Anytime AI from a set of task-specific tools to agents that complete multi-step casework and return finished work product: medical chronologies, negligence analyses, discovery responses, and demand letters. A chronology, here, is a dated timeline drawn from the medical record. A negligence analysis is a write-up of how the care fell short. Discovery is the documents and answers each side has to turn over in a lawsuit. A demand letter is the letter that asks the other side to pay, often before a trial. An agent, in this release, is software that can carry a case task through several steps, not only answer a question in a chat. Those lines are the wire’s.

What the release says the old tools left unfinished. Most AI tools, it says, answer questions. The attorney still has to turn that answer into something the case can use, then type the same case details in again the next time. Anytime AI 3.0, the release says, closes that gap. Attorneys and staff ask for the outcome they need. The platform chooses the agents, puts the steps in order, and keeps the case context from one session to the next. Those lines are Anytime AI’s.

Teddy Wu, co-founder and chief executive, is quoted on the release. “Plaintiff firms don't need AI that answers their questions. They need AI that finishes their casework,” he said. “With 3.0, every output is a work product, not a response: a chronology, a negligence analysis, a discovery response an attorney can put to use. Firms get agents built for the cases they take on day one, plus agents their own firm builds around how it practices.” That quotation is his, in the release. Teddy Wu is the person. Teddy, below, is the name of the software agent. The release does not print a price, a count of firms, or a win rate beside the quotation.

Two kinds of agents. Built-In Agents, which Anytime AI ships and maintains, handle the core plaintiff-litigation workflows. Custom Agents extend the platform to a firm’s own processes. A firm can build its own, or Anytime AI can build them for the firm. The opening says firms get built-in agents for the cases they take, plus custom agents shaped around how their own practice runs. Those lines are the release’s.

How one request gets to the right agent. Teddy, the platform’s master agent, reads what the user asks for and calls the right agent. The release says users no longer pick from a list of features. Plan agents break one request into steps and call the matching sub-agents in sequence. A sub-agent, here, is a narrower agent the plan uses for one step. The release says those plan agents run extended workflows without the user launching each step by hand. Those lines are Anytime AI’s.

The case types, and what the release says each workflow does. Anytime AI 3.0 runs on dedicated domain data banks and practice-area workflows for Personal Injury, Medical Malpractice, Nursing Home and Elder Abuse, Traumatic Brain Injury, and Trucking. A domain data bank, in that sentence, is a store of material for that kind of case. For nursing home and elder abuse, the release says the workflow flags the staffing gap as it shows up in the record and builds that gap into the negligence analysis. A staffing gap is a shortfall in the people on duty, as the records show it. For medical malpractice, it says the workflow catches the vitals trend across long medical records. Vitals are measurements such as heart rate and blood pressure. For trucking, it says the workflow matches discovery to federal regulations, checking discovery responses against federal trucking regulations and the state commercial driver’s license manual. A commercial driver’s license, often shortened to CDL, is the license a truck driver has to hold. For personal injury, it says the workflow builds medical chronologies that users can customize. For every practice area, it says the platform drafts demand letters, discovery responses, and other documents in the firm’s own template. Those lines are Anytime AI’s description of the workflows. The release does not name a case they have already finished.

What a user can make inside the platform, besides those legal documents. The release says users can create images, GIFs, Excel spreadsheets, slides, web pages, and redacted PDFs directly in the platform. A GIF is a short looping image. A redacted PDF is a document file with sensitive passages covered. Those formats sit next to the chronologies, negligence analyses, discovery responses, and demand letters in the opening. John Blake’s quotation, below, says the finished work comes back in the firm’s own format. The release does not say a court has already accepted one of those files.

How a firm shapes an agent, and what the platform remembers. A user describes the outcome they want. The Agent Builder recommends the type of agent and writes detailed instructions. Users can also write and revise prompts inside the platform. A prompt is the instruction a person gives the agent. Any Teddy chat session can become a reusable agent, so a workflow that worked once can run again. Anytime AI 3.0 keeps context at the case level and at the user level, so attorneys and staff do not have to repeat the same background. The platform also suggests a next step on its own. Those lines are the release’s.

The connections and the new screen. The release says Anytime AI 3.0 connects to Microsoft email and calendar at launch, so the agents sit next to the firm’s inbox and schedule. It says a redesigned interface makes it easier to move through every case. A new Help Center and a live chatbot answer product questions right away. That chatbot is the in-product helper. It is not the case agent that drafts the chronology. Those lines are Anytime AI’s.

Who stays with the work, as the release states it. Some agents run with little or no supervision on defined, repeatable tasks. Others work under an attorney’s direction, or a staff member’s. The release says that either way, attorneys spend their time on the higher-judgment work. That split is the company’s. The release does not say an attorney can leave every task, and it does not say the software replaces the attorney’s judgment. It does not name which tasks count as defined and repeatable.

The security lines, kept as the company’s statement. The release says Anytime AI 3.0 runs on a secure, closed, enterprise-grade foundation. It says the platform is HIPAA-compliant, uses 256-bit encryption and strict access controls, and never uses client data for model training. HIPAA is the U.S. health-privacy law that covers medical records. 256-bit encryption is a lock that uses a very long key. Those sentences are Anytime AI’s. The release does not attach an outside auditor’s report or a certificate number.

John Blake, co-founder and vice president of revenue, is quoted on the release. “Firms told us they wanted fewer handoffs and more depth on each case,” he said. “Anytime AI 3.0 lets a firm ask for the outcome, whether that's catching the staffing gap in a nursing home case or matching trucking discovery to federal regulations, and get finished work back in the firm's own format.” That quotation is his, in the release.

Who the about box says Anytime AI is. The box says Anytime AI is the number-one choice for complex litigation. The tagline on the page is “Built Beyond Volume. Built for Depth. Built for Verdicts.” The box calls the product an agentic AI platform for plaintiff firms, and says it turns medical records, discovery, drafting, and legal research into strategic, court-ready work product. It repeats that the platform is secure and HIPAA-compliant, and that it gives attorneys depth on complex cases, with precision and control over every output. “Number-one choice” and “court-ready” are the about box’s words. The release does not print a ranking table, a verdict count, or a price. The media contact is admin@anytime-ai.com, phone +1 888-602-7285, at 44 S Broadway, Suite 100, White Plains, NY 10601. The page points readers to www.anytimeai.ai.

The picture is the Anytime AI homepage, a wide frame of the dark launch page. A red banner across the top reads “Anytime AI 3.0 is LIVE,” then “Meet your Agentic Coworker at the launch webinar, Oct 5 at 2 PM ET,” and a Register now control. Under the banner, smaller type says “Introducing: All-in-One Agentic AI for Plaintiff Lawyers.” The large headline reads “Built Beyond Volume. Built for Depth. Built for Verdicts.” A line under it says Anytime AI is the number-one choice for complex litigation. Three labels read Nursing Home, Medical Malpractice, and Personal Injury. A red Book A Demo button sits on the left. On the right, a photograph shows a woman in a dark blazer and a man in a light shirt seated at a table with papers. The Oct 5 line is the webinar printed on the banner. The frame does not show a chronology, a demand letter, or a price.

In plain terms, Anytime AI said on Thursday, from White Plains, that 3.0 is its largest release, and that the product now finishes multi-step plaintiff casework instead of stopping at a chat answer. Built-in agents cover nursing home and elder abuse, medical malpractice, trucking, traumatic brain injury, and personal injury. A firm can build a custom agent, or ask Anytime AI to build one. A master agent named Teddy reads the request, and plan agents break it into steps. The work product the release names includes medical chronologies, negligence analyses, discovery responses, and demand letters in the firm’s template, plus images, spreadsheets, slides, web pages, and redacted PDFs inside the platform. The company says some agents run with little supervision on defined tasks, and that others stay under an attorney’s or a staff member’s direction. It says the platform is HIPAA-compliant, encrypted, and does not train on client data. The release does not print a price or a count of firms.