Anytime AI

What Anytime AI does

Anytime AI is a private, seed-stage software company headquartered in White Plains, New York, that builds an agentic AI platform purpose-built for plaintiff-side law firms handling complex litigation. The company serves solo, small, and mid-market plaintiff firms across personal injury, medical malpractice, nursing home neglect, traumatic brain injury, and trucking accident matters, with a stated customer base of more than fifteen named firms including Lomurro Law, Tosh Law Firm, Romano Law Group, Stark & Stark, and Brown Chiari.

The product centers on "Talk to Teddy," a conversational agentic AI interface that powers an integrated suite of litigation modules: Medical Chron & Overview for medical record analysis and timeline construction, Demand Letter Generation, agentic Discovery Response drafting, document Summarization, Document Drafting for motions and briefs, and AI Legal Research with citation-backed outputs across all 50 U.S. states. The platform operates inside a closed enterprise architecture with end-to-end encryption, firm-held encryption keys, and a zero-data-training policy, and is supported by stated compliance with SOC 2 Type II, HIPAA, GDPR, PCI DSS, FedRAMP, and NIST 800-171. Native integrations with SmartAdvocate and Filevine case management systems are positioned as primary distribution and workflow channels.

Anytime AI monetizes through annual SaaS subscriptions sold via a direct enterprise sales motion led by VP of Revenue John Blake, with quote-based pricing, dedicated onboarding, training, and ongoing client success. Demand generation runs through LinkedIn content marketing, free CLE-accredited webinars, and active participation in plaintiff attorney conferences such as CAALA Vegas, PAJ Annual Retreat, and NCAJ Convention. The platform has been co-designed with named trial lawyers (Jonathan Lomurro, Ernest Tosh, Eric Romano, Jody Moore) who serve as design partners and reference customers. The company was founded in 2023, has raised $5.5 million across an early AspireTech Ventures round and a September 2024 $4 million seed led by Gopher Asset Management U.S. and Kao Family Office, and is led by CEO Lingfei Wu, Co-founder and COO Henry M Hu, and Co-founder and Head of ML Yu Chen.

Name

Anytime AI

Legal name

Anytime AI

Website

https://anytimeai.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Anytime AI is an agentic AI platform built for plaintiff-side law firms handling complex litigation, including personal injury, medical malpractice, nursing home neglect, TBI, and trucking cases. Its Talk to Teddy interface automates medical chronology, demand letter drafting, discovery response, and 50-state legal research.

Ownership category

akta.pro rank

Product category

Legal Practice AI Software

NAICS

Software Publishers (5132)

SIC

Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Contact Center Speech AI (agent assist, IVR automation) (HDAAAFAL)

Keywords

• Legal AI software
• Plaintiff litigation platform
• Medical chronology software
• Demand letter automation
• Legal document drafting

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. SaaS Platform Subscription: Anytime AI operates as a SaaS platform with software subscription pricing. The company offers dedicated onboarding, training, and ongoing support included with subscriptions. Revenue is generated through recurring subscription fees, likely tiered based on firm size or usage volume. The platform targets plaintiff law firms that handle complex, high-value litigation, suggesting an enterprise sales motion with quote-based pricing.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels7 records

Core offering

Anytime AI provides an all-in-one agentic AI platform for plaintiff law firms handling complex litigation in personal injury, medical malpractice, nursing home neglect, TBI, and trucking accident matters. The platform centers on the Talk to Teddy conversational agent and delivers integrated modules for medical chronology, demand letter generation, discovery response drafting, document summarization, legal research, and case-specific document drafting, operating within a fully encrypted environment with HIPAA, SOC 2 Type II, and zero data training guarantees.

Product overview

Anytime AI is an all-in-one agentic AI platform purpose-built for plaintiff law firms handling complex litigation. The platform centers on Talk to Teddy, a conversational agentic AI assistant that powers all platform features through natural dialogue. The product portfolio comprises integrated modules: Medical Chron & Overview (medical record analysis and timeline building), Demand Letter Generation (case-specific demand letters), Discovery Response (agentic discovery review and drafting), Summarize Documents (deposition and record summarization), Document Drafting (motions, briefs, legal documents), and Legal Research (citation-backed case law and statute retrieval). All features operate within a unified, encrypted environment with HIPAA compliance, designed to support the full litigation lifecycle from intake through verdict across personal injury, medical malpractice, nursing home, trucking, and TBI practice areas.

Differentiator

Problem solved

Functional benefit

Brands

• Talk to Teddy: The conversational Agentic AI interface inside Anytime AI 2.0 that allows attorneys to ask questions about cases, request document drafts, pull research, or analyze records.

Products and services

• Talk to Teddy Conversational agentic AI assistant that serves as the central command interface for plaintiff litigation, allowing attorneys to ask case questions, request document drafts, pull legal research, and analyze medical records through natural language dialogue.
• Medical Chron & Overview Transforms thousands of pages of medical records into structured, litigation-ready chronologies and case overviews, extracting diagnoses, treatments, providers, imaging, and clinical events into date-ordered timelines with citations and care journey mapping.
• Demand Letter Generation Generates case-specific, settlement-focused demand letters grounded in medical records, liability findings, and damages data, tailored to each firm's format and voice without generic templates.
• Discovery Response Agentic review and drafting of discovery responses including interrogatories, bills of particular, and requests for production, automatically cross-referencing evidence with built-in citations and reference tables.
• Summarize Documents Transforms complex legal documents including medical records, depositions, and discovery materials into clear, structured, litigation-ready summaries with source-linked insights and direct querying for verified answers.
• Legal Research AI-powered legal research delivering citation-backed memos that assess case facts and counterparty arguments, searching case law, statutes, regulations, and procedural guidance with jurisdiction-specific filtering across all 50 US states.

Quantifiable outcome

• Saves law firms hundreds of hours of time completing tasks that the platform completes in minutes or seconds
• +4 more outcomes

Named customers15 records

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability9 records

Feature8 records

Partnerships

Ten partnerships are on record, tiered core and minor.

• SmartAdvocatecoreTechnology or Integration · 16 June 2026Full integration partnership enabling AI-generated medical chronologies and case notes to sync automatically into SmartAdvocate matter records without manual export or duplicate entry. Works within existing SmartAdvocate naming conventions and case structures, requiring no reconfiguration for firms already using both platforms. Particularly impactful for plaintiff firms handling nursing home neglect, medical malpractice, personal injury, and TBI matters.
• Truck Wreck Justice, PLLCcoreStrategic or Co-development Partner · 28 April 2026Strategic partnership where trucking litigation firm deploys Anytime AI's agentic automation tools across its practice. Platform streamlines litigation workflows including medical record review, chronology creation, demand letter drafting, and discovery response through conversational interface 'Talk to Teddy.' Part of broader industry trend of plaintiff firms adopting AI to handle more cases and improve client outcomes.
• Hoy Trial Lawyers, Prof. LLCcoreStrategic or Co-development Partner · 28 April 2026Strategic partnership for trucking litigation automation. Firm uses AI platform's agentic tools for medical record review, chronology creation, demand letter drafting, and discovery response through Talk to Teddy interface.
• Seattle Truck Law, PLLCcoreStrategic or Co-development Partner · 28 April 2026Strategic partnership for trucking accident litigation AI deployment. Platform enables workflow automation across medical record review, chronology creation, demand letter drafting, and discovery response.
• Dakota Accident Law, PLLCcoreStrategic or Co-development Partner · 28 April 2026Strategic partnership for trucking litigation AI adoption. Firm deploys Anytime AI agentic automation tools for medical record review, chronology creation, demand letter drafting, and discovery response.
• Brown ChiaricoreStrategic or Co-development Partner · 13 November 2025Strategic partnership with Western New York personal injury law firm to integrate AI into case management and document preparation. AI platform automates document drafting, legal research, and discovery responses for the firm's 15 attorneys, allowing focus on strategic case development and client advocacy. Firm is known for personal injury cases with multimillion-dollar verdicts.
• Romano Law GroupcoreStrategic or Co-development Partner · 4 November 2025Florida-based personal injury and trial law firm partners with Anytime AI to incorporate AI-driven automation into operations. Collaboration aims to enhance efficiency, client service, and support for complex litigation including mass torts like Camp Lejeune Water Contamination and PFAS cases through tailored AI tools and training.
• Charleston School of LawminorStrategic or Co-development Partner · 16 October 2025Strategic partnership to integrate AI tools into legal education, providing faculty and students access to AI-powered research and drafting platforms. Collaboration aims to enhance practical skills and AI fluency for future lawyers, supporting broader efforts to incorporate AI into law school curricula and experiential learning.
• Stark & Stark, PCcoreStrategic or Co-development Partner · 1 May 2025New Jersey personal injury law firm partners with Anytime AI to accelerate legal workflow innovation using next-gen AI technology. Partnership aims to streamline case management and document preparation processes.
• Lomurro LawcoreStrategic or Co-development Partner · 20 November 2024Early partnership where law firm transforms legal workflow with industry-first AI technology. Jonathan Lomurro, Esq. served as co-designer of the platform from inception, contributing deep expertise in medical malpractice litigation and nursing home neglect cases.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• EvenUp: EvenUp provides AI-powered demand packages and case valuation specifically for personal injury law firms - the most direct overlap with Anytime AI's demand letter and medical chronology features for plaintiff PI firms. Both target the same buyer persona (plaintiff PI attorneys) with similar value propositions around demand package automation.

Broad incumbents

• Harvey: Harvey is a leading legal AI platform serving elite law firms across multiple practice areas with >$1B valuation and $100M+ raised. While broader than plaintiff law, Harvey is the most prominent and well-capitalized competitor in legal AI for law firms and could expand into plaintiff-side workflows over time.
• Spellbook: Spellbook uses AI to draft and review contracts for legal teams, focusing on transactional and corporate practice areas. Adjacent legal AI with similar SaaS model, law firm GTM, and rapid growth trajectory but different use cases.
• Thomson Reuters CoCounsel: CoCounsel is Thomson Reuters' legal AI assistant built on its industry-leading Westlaw and Practical Law content. Massive incumbent distribution into tens of thousands of law firms via existing legal research subscriptions creates enormous bundled distribution leverage against standalone AI tools.
• LexisNexis Lexis+ AI: Lexis+ AI is LexisNexis' generative AI assistant for legal research and drafting. Incumbent legal research platform with deep penetration in law firms, now competing in legal AI via embedded features that overlap with Anytime AI's legal research capability.
• Smokeball: Smokeball is a legal practice management platform with built-in AI features for solo and small law firms. Strong position in plaintiff and family law practices with similar customer profile to Anytime AI's solo and mid-market plaintiff firm customers.
• Clio: Clio is the leading cloud-based legal practice management platform serving 150,000+ lawyers globally. Now embedding AI features (Clio AI, Clio Draft) that compete with standalone legal AI tools in similar drafting and matter management workflows.
• Ironclad: Ironclad is a digital contracting platform using AI for contract review, drafting, and lifecycle management. Adjacent legal AI with similar SaaS model but focused on corporate/in-house legal teams rather than plaintiff law firms.

Emerging players

• Paxton AI: Paxton AI is an emerging legal AI platform providing AI assistants for lawyers across drafting, research, and case management workflows. Similar emerging-stage positioning with overlapping customer base in mid-market and solo law firms.

Others

• Filevine: Filevine is a leading case management platform for plaintiff law firms and Anytime AI's integration partner. While primarily a partner rather than direct competitor today, Filevine is launching native AI features that could compete with Anytime AI in document automation and case analysis workflows.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/AnytimeAI2023
• Facebookfacebook.com/61553250221252
• LinkedInlinkedin.com/company/anytime-ai

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds2 records

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Anytime AI