Anytime AI vs Eve: how they compare in 2026

Every published capability is model output: medical chronologies and overviews, standard of care analysis, demand letters, discovery review, deposition and filing summaries, motions and memos, and answers across a matter through the Talk to Teddy assistant. No repository, case management, calendar or billing layer is licensed. Integrations connect to what a firm already runs: two way connections to the case management systems SmartAdvocate and Litify, and to SharePoint, Dropbox, OneDrive, Google Drive and Box for storage. Anytime AI calls itself an all in one agentic AI platform for plaintiff lawyers.

Eve was founded in 2020 to build on AI, with no earlier product to attach models to. The January 2026 relaunch as an AI Workforce is built around three agent roles, Agents, Auditor and Analyst, and the June 2026 EveOS launch positions it as an operating layer for the firm rather than a tool inside one. Every deliverable is generated: intake evaluation, medical overviews, demand letters, complaints and discovery responses in both directions. The system also adapts to a firm's writing style with use, which is model behavior rather than configuration. Without the models nothing remains.

Anytime AI says hallucination is handled by combining information extraction with retrieval augmented generation, and that the assistant is a closed system answering only from the documents in a matter, with every response tied to a cited source in the case file. Its rule is no citation, no answer, and answers come from the medical records, deposition transcripts, discovery responses, photographs and police reports in the matter, not from general training data. Chronologies come in timeline format with citations, and demand letters are described as citation ready. No accuracy figure, error rate, test set or third party evaluation is published, and no failure mode is named. The citations point to the customer's own case file rather than legal authority, and the legal research tool's sources are not identified.

Answers cite sources linked back to the firm's own documents, Eve says, and the system checks its own responses and lets users verify a response in one click. The Auditor agent introduced in January 2026 makes checking a named part of the system. No accuracy figure, extraction recall on medical records, hallucination rate or evaluation is published. Nothing says what the self check tests, what happens when it fails, or how the system behaves when records are incomplete or contradictory.

Anytime AI describes agentic discovery review, agentic workflows across the case, an assistant that thinks through facts, timelines and legal theories, and a platform that lets firms run more matters without adding headcount. On oversight, it says the platform works alongside a firm's attorneys and that output is professional documents attorneys can refine and use immediately. No mode, stopping threshold, approval step, review screen or escalation route is described, and nothing separates tasks the platform completes from ones it proposes. The nearest boundary is the grounding rule that the assistant answers only from the matter file and says when the record has no answer, which limits what it asserts rather than who checks it.

The AI Workforce is three coordinated agents that move cases forward without waiting for attorney prompts, and EveOS extends that to the firm's operations. The Auditor role is a named checking function within the workforce. Section 3.4 of the Master Service Agreement makes the customer configure, authorize, limit and monitor each agentic feature and bars any action with legal effect, including filing, serving or sending a document to a court, opposing party or client, without prior approval by a licensed attorney qualified in the jurisdiction, and section 7.4 treats all output as a draft for attorney review. Those are customer obligations in the contract. Nothing published describes a product control that stops an agent at that point, what triggers Auditor review or what standard it applies, or what happens when Agent and Auditor disagree.

A logo wall shows nine firms: Brown Chiari, Lomurro Law Trial Lawyers, Mandell Boisclair & Mandell, Truck Wreck Justice, Ernst Law Group, Romano Law Group, Tosh Law Firm, Clement Law Group and Garcia & Coman. About eighteen testimonials each carry a named attorney, title and firm, from Stephen Garcia at Garcia & Coman to Blake Dickson at The Dickson Firm and Carma Henson at Henson Fuerst, several describing the work in practitioner terms such as MARs, TARs, ADLs and nursing home flow sheets. Ernest Tosh of Tosh Law Firm describes eighty percent of the time freed on some tasks, and Stephen Garcia describes running the platform on a past case with results consistent with the firm's own work. Neither has a method, period or dated record behind it. Four named attorneys are published as having helped design the product, two of them also customers, and eight state trial lawyer association partnerships are sponsorships, not deployments.

A funding announcement dated September 2025 reports more than 450 firms, more than 350 added in eight months, more than 200,000 cases a year, and firms recovering more than $3.5 billion in settlements and judgments in total. Named customers report results with attributed comment. Frontier Law Center's managing partner, Manny Starr, quoted by name in a named publication in March 2026, reports intake conversion rising from 10 percent to 35 percent, intake time falling by 50 minutes per call, and average case value rising 90 percent. James Scott Farrin attorneys complete medical chronologies in minutes that used to take weeks. A separate verified user reports case capacity rising up to 2.5 times without new staff. The figures have no method or baseline, and the $3.5 billion is a total of customer outcomes rather than a measure of Eve's contribution.

A home page block headed Attorney Client Privilege says the architecture ensures no third party can access privileged communications or case strategy, and the FAQ describes end to end encryption and firm held encryption keys, stating that only the firm can access and decrypt its data and that Anytime AI cannot view client information, case strategy or communications. Case files, medical records and work product are never used to train any AI model. Access is documented: role based permissions, a need to know rule backed by contractual nondisclosure agreements, audit logging and a closed private environment. Retention and deletion are not stated, and no position is published on what a third party model provider may retain, as none is named. The firm held key claim sits against a platform that analyzes those same documents on its servers.

Eve says the platform is built with attorney client privilege as a first principle, that case data is never used to train shared models, and that data is isolated to the firm at organization, user and workflow levels. Isolation by workflow is aimed at keeping one matter's content from surfacing in another. Eve also claims SOC 2 Type 2 certification, HIPAA compliance for the claimant health information the product takes in, and AES-256 end to end encryption. The isolation design is described but not documented, and no attestation covers privilege.

The platform is sold only to plaintiff law firms and attorneys, not to consumers or claimants, and its practice material presents output as professional documents attorneys refine and use, which frames it as drafting support. Anytime AI's blog notes that bar associations have reminded lawyers that the duty of competence applies to AI tools, and warns that a general purpose chatbot is not safe for substantive legal work. No published statement says that the vendor is not a law firm, that output is not legal advice, or that a lawyer must use independent judgment before filing. Nothing addresses supervision of machine drafted pleadings, and no jurisdictional limit is stated despite research claimed across all fifty states. The Master Software Subscription Agreement, dated 5 February 2026, is published ungated as a PDF.

Section 7.4 of Eve's Master Service Agreement has the customer warrant that it will not use the service, Eve AI or its output as a substitute for legal services or legal advice, that all output is a draft a licensed attorney qualified in the relevant jurisdiction must independently review and verify before it reaches a client, court, opposing party or anyone else, that the service is used only under the oversight of licensed professionals, that it is never used for the unauthorized practice of law, and that the firm follows court rules, standing orders and conduct rules on disclosing AI use. Section 3.4 bars any agentic action with legal effect, such as filing, serving or sending a document to a court, opposing party or client, without prior review and approval by such an attorney, and section 3.5 bars agent outreach that breaches solicitation rules or contacts a represented person. Section 7.7 states that Eve provides no legal services, and no attorney client relationship arises. These duties sit on the firm by contract; nothing describes how the product itself supports an attorney's competence or review, and no bar guidance is named. Agents are stated to advance cases proactively without waiting for attorney prompts, and the product drafts complaints and discovery responses.

The governance on offer is a closed AI architecture contrasted with public tools, a zero data training policy stated repeatedly, encryption and role based access, and a compliance wall naming NIST 800-171 and the Cloud Security Alliance. No AI governance or responsible AI page exists, no AI framework or certification is named, no one is named as accountable for AI decisions, and nothing describes evaluation before release or any testing or red teaming. Bias is not addressed, though the platform reads medical records to find deviations from the standard of care and build damages narratives, and nothing considers whether that works evenly across patient populations, care settings or record quality.

No AI policy, model card, bias or fairness testing, evaluation method or result, accuracy monitoring, drift statement, named governance body or ISO 42001 is published. The product performs case evaluation and identifies missed case value, so it makes judgments about what a claim is worth, inside an agent architecture that advances cases proactively across 200,000 cases annually. The Auditor agent checks output within the system and is not an independent evaluation of the models.

AES 256 encryption at rest, TLS 1.2 or later in transit, role based access controls, a need to know rule backed by contractual nondisclosure agreements, audit logging, encrypted backups, continuous monitoring and a closed private cloud make up Anytime AI's published safeguards. No retention period is stated for case files, prompts or generated documents, no deletion or export on termination is published, no subprocessor is named, and no breach notification commitment is published. An eighteen page Data Privacy and Security Policy is published as an ungated PDF.

Case data is encrypted with AES-256 end to end, never used to train shared models, and isolated to the firm at organization, user and workflow levels. Eve also says the system learns a firm's tone, language and style and adapts with use, which describes adaptation within each firm with no pooling across customers. No retention period for case content or output is published, no deletion right at matter close is stated, and nothing says whether firm level adaptation can be turned off or what happens to an adapted model when a firm leaves. HIPAA compliance covers protection of claimant health data, not how it is used.

Nothing published says who bears the loss when the system is wrong. No warranty, indemnity, liability cap, exclusion, service credit or insurance position appears on the home page, security page, practice pages or FAQs, and nothing covers a missed treatment entry in a chronology, a misstated damages figure in a demand letter, or a wrong discovery response, on a product whose output goes to insurers and courts. Anytime AI publishes a Master Software Subscription Agreement dated 5 February 2026 as an ungated PDF, which would usually carry these terms.

Section 9 of the Master Service Agreement excludes indirect and consequential damages and caps Eve's total liability at the fees paid or payable for the service in the twelve months before the first incident, with only the intellectual property indemnity outside the cap. Under section 8.1 Eve defends infringement claims against the service, while section 8.2 has the customer indemnify Eve for claims arising from customer data, its use of output and agentic features, and its use of the service. The only service warranty, in section 7.1, is conformance with the service level agreement, which sets 99.5 percent monthly uptime, with correction, credits and a refund of prepaid fees as the exclusive remedies. Section 7.5 says output may contain material inaccuracies, section 7.7 disclaims responsibility for any filing or outcome in a matter, and section 3.4 makes Eve not responsible for actions an agentic feature takes within the scope the customer configured. Agents advance cases proactively, and the product drafts pleadings and discovery responses subject to filing deadlines and certification requirements.

SmartAdvocate is described as a two way integration, and Litify is also connected; both are case management systems. Storage connections cover SharePoint, OneDrive, Google Drive, Dropbox and Box. Anytime AI's framing is that a firm connects it to the systems it already uses rather than migrating. Only one integration has its direction stated and none has its contents described: nothing says which objects sync, whether documents are pulled or pushed, whether generated work returns to case management, what a firm must configure, or what permissions connectors need. No API, developer documentation, connector catalog or integration page is published, and no authentication method is described.

No case management, document management, records retrieval or research integration, and no API documentation, appears on the home page, the working with Eve page, the product material, the site navigation or in press coverage of the AI Workforce and EveOS launches. EveOS is described as an operating platform for the firm.

The platform is described as a closed private environment, unlike public AI tools, built on secure private cloud infrastructure with encrypted backups and continuous monitoring, and reached through a hosted application at an enterprise subdomain. No cloud provider, region or data center is named, no residency option is offered or refused, and nothing separates where medical records are stored from where model inference runs. The product processes protected health information at volume and is marketed as HIPAA compliant without saying where processing happens or who runs the infrastructure. No on premises or single tenant option is described.

Secure cloud infrastructure is stated with no provider, region or residency commitment, and no single tenant or dedicated instance option is described. The firm level isolation Eve describes is a logical separation claim, not a statement of which jurisdiction the data sits in. The platform holds claimant protected health information across 200,000 cases annually.

Anytime AI's security page shows SOC 2 Type II, HIPAA, GDPR, FedRAMP, FIPS 140-2, NIST 800-171, CSA and PCI, with no auditor, observation period, certificate number, scope or route to a report, and there is no trust center. An eighteen page Data Privacy and Security Policy is published ungated as a PDF. FedRAMP is an authorization for cloud services sold to United States federal agencies, not something a private vendor holds by assertion, and the badge does not say which status is claimed. ISO 27001 appears in a vendor FAQ among standards met but is missing from the security page, so the site is inconsistent.

The security claims are SOC 2 Type 2 certification, HIPAA compliance, AES-256 end to end encryption, secure cloud infrastructure, and policies reviewed annually by independent audits. No auditing firm is named, no examination period, scope or certificate date is published, and there is no trust center, security page or way to request documents. Eve also calls itself the first legal AI to be SOC 2 Type 2 certified, with no published source for the claim.

The only statements are that data is never used to train our models, that the platform is a closed private environment unlike public AI tools, and that hallucination is managed by combining information extraction with retrieval augmented generation. No model, version, third party provider or inference hosting is named, nothing commits to notifying customers of changes, and no subprocessor list exists. The closed environment is offered as the reason a firm can trust the platform with privileged material, without saying whose models sit inside it. The product sends medical records and case strategy to those models.

No foundation model provider, model family or version is named, nothing states whether third party models sit underneath the agent architecture, and no subprocessor list is published. The commitment that case data is never used to train shared models implies a split between shared and firm scoped models, without identifying what either is built on. The chain of processors handling protected health information is not named.

No pricing is published at any level, including the unit of charge. There is no pricing page and no plan, tier, rate, band, minimum or term, and nothing says whether the platform is licensed per seat, firm, matter or page of records. The only commercial route is a demo booking, with a sales address and telephone number. A Fulfillment Policy is published as an ungated PDF in the site footer and may cover billing cadence, refunds and cancellation.

Section 4 of the Master Service Agreement sets out how Eve charges, with rates left to each order: a platform fee tiered by the number of existing matters in the service, per-matter billing with a page allowance for each matter tier, leads counted once, and voice agent minutes billed by the second. Usage beyond the order's entitlements is trued up monthly at the order's overage rates or Eve's list rate, extra pages move a matter to the next tier, and third party integration fees fall on the customer. Fees exclude tax, late amounts carry 1.5 percent a month, orders are non-cancellable, and subscriptions renew for one-year terms unless notice is given 30 days before the end. No price, range or list rate is published. Independent material describes the target segment as small to medium plaintiff firms, without an attorney count, revenue band or case volume threshold. In contingency work, case costs are advanced against a claimant's recovery.

The segment is plaintiff firms only, especially those with larger and more complex matters, and Anytime AI also says it serves plaintiff firms of every size from solo to large. Five practice areas have their own pages: personal injury, nursing home litigation, medical malpractice, trucking accident litigation and traumatic brain injury. Named attorneys describe the work in practice terms, such as medication and treatment administration records, activities of daily living and nursing home flow sheets. Partnerships with eight state trial lawyer associations support the segment but are not deployment evidence. No jurisdictional limit is stated, despite a claim of research across all fifty states; nothing says which matter types or claim values are unsuitable; and defense work is excluded by positioning but never stated as a boundary.

Coverage runs from intake to resolution: intake and case evaluation, medical overviews and chronologies, demand letters, complaints, and discovery in both directions, so it reaches into litigation beyond the demand. Personal injury is the main focus, with medical malpractice, employment and general litigation. Independent reviews show no family, criminal, intellectual property or transactional work. The target of small to medium firms carries no attorney count, revenue band or case volume. Nothing describes which record types or formats are handled, which jurisdictions the drafting covers, or whether discovery covers both state and federal practice.