Legal Ops & Spend

Aderant makes business software for law firms, covering finance, billing, time, docketing and people management rather than legal practice itself. It reports more than 2,500 client firms in 26 countries, including 98 percent of the Am Law 200 and 86 percent of the Global 100. Expert and its cloud successor Expert Sierra handle practice and financial management. Onyx handles outside counsel guideline compliance, iTimekeep captures time, BillBlast delivers bills, and Virtual Pricing Director covers pricing. Milana, CompuLaw, Deadlines.com and Forms Workflow handle docketing and calendaring, and the vi by Aderant suite covers recruiting, evaluations and work allocation. Stridyn is the cloud platform. MADDI is the AI layer, introduced in 2023. askMADDI answers plain English questions in Stridyn Analytics, Onyx, iTimekeep and the cloud general ledger. Agent Center, in early access since August 2026, offers seven agents for billing appeals, collections, associate evaluations, time narratives and coding, rates, forecasting and guideline compliance. Agents prepare and draft, and the firm's team reviews and decides. A Harvey integration turns AI work into draft time entries in iTimekeep. Aderant is based in Atlanta and is a business unit of Roper Technologies.

Ajax is a passive timekeeping product for law firms that bill by the hour. A desktop app captures the whole working day across documents, email, browser, VoIP calls, calendar, Zoom and Teams, and reads the content of the work rather than window titles or calendar subjects. It groups related activity by matter and drafts a time entry with a narrative, matter and activity code, written in the timekeeper's style and learning from their corrections. The timekeeper reviews, edits and releases entries into the firm's billing system in one click; eight systems are named, including Clio, MyCase, Filevine, PracticePanther, SurePoint, Centerbase, Actionstep and Soluno. The same capture also files email to the right matter and drafts client updates from recent work. A compliance feature reads a client's outside counsel guidelines, extracts rules, lets the firm keep or drop each one, and links every rule to the page it came from. Entries are visible only to the timekeeper until released, capture can be paused in one click, and the published agreement deletes raw data after 30 days and processed data after 60. The vendor is NapoleonScout, Inc., trading as Ajax.

Antidote is billing compliance software for law firms. It targets the gap between the way a fee earner writes a time entry and the way a client's outside counsel guidelines require it to be written. It ingests a client's guideline documents alongside the firm's internal guidelines and historical billing data, and builds what it calls Individual Client Standards, a picture of what each client will and will not accept on an invoice. It then analyzes time entries throughout the billing cycle rather than only before the bill goes out, flagging entries that breach a guideline or are poorly drafted and generating a corrected narrative that a fee earner can accept in one click. Suggested fixes arrive by email, and the product sits on top of a firm's existing time recording and practice management software. Antidote publishes a SafeBase trust center naming ISO/IEC 27001:2022 and SOC 2 Type 1, listing Amazon Web Services, Anthropic, Google, Linear and WorkOS as subprocessors, and offering storage in the European Union, the United States or Australia. The company is Team34 Ltd, trading as Antidote Legal, based in London, and was founded by Nicholas d'Adhemar, previously founder and chief executive of Apperio.

Athennian is a legal entity management platform, sold as Governance Ops software, for in house legal, tax, treasury and finance teams at corporate groups and private markets firms, and for the professional services firms that serve them. It holds entity and people records, equity and debt structures, structure charts, appointments of directors and officers, document management with templates and electronic signature, governance workflows, and compliance tasks and reports across jurisdictions. A bidirectional API has public developer documentation. Athennian AI extracts governance data from uploaded documents to create and update entity profiles, onboards newly acquired entities, flags anomalies and missing data for review, and answers governance questions. Human verification is kept over the results and every step is tracked. The company is Paper Interactive, Inc., doing business as Athennian, of Calgary, Alberta, and states more than five hundred thousand entities managed across a hundred and fifty countries. Its published AI terms bar Athennian and its model providers, named as Google and Amazon, from using customer data to train any model. It states SOC 2 Type II certification and hosting on Amazon Web Services, runs a trust center, and sells by package.

BigHand has sold operational and financial software to law firms for more than thirty years. It reports more than 810,000 users across 3,300 firms, including 81 percent of the AmLaw 200, 82 percent of the top 200 UK firms and 96 percent of the top 50 firms in Asia Pacific. Its sixteen products fall into three groups. People productivity covers Workflow Management, Resource Management, dictation and speech recognition, and Impact Analytics. Document productivity covers Document Creation, Metadata Management, formatting, stamping, redaction and proposals. Financial productivity covers Business Intelligence, Matter Pricing, budgeting, partner performance, PrebillManager and AlertManager. The AI sits in a few places. Impact Analytics, acquired as Digitory Legal, uses machine learning to turn inconsistent timecard narratives into structured phase and task data for pricing, staffing and billing. AI Email Routing shipped in the Workflow Management Spring Update in 2026, and speech recognition transcribes dictation. In August 2026 BigHand acquired Ayora, a legal AI pricing business from Mishcon de Reya's MDR Lab, and is integrating it first into Matter Pricing. Hosted products run on Microsoft Azure in the customer's region, and installed versions run on the firm's own systems. BigHand Limited is registered in London, with BigHand Inc in Chicago.

Billables AI records a lawyer's billable time without the lawyer recording it. Instead of timers or end of day reconstruction, it connects to the applications where work happens, including Microsoft 365 with Outlook, Teams and Word, Google Workspace, Adobe, Zoom and the Chrome and Edge browsers, and watches activity as it occurs. It separates billable work from the rest, calculates durations without start and stop input, matches work to the client and matter, reconciles overlapping activity and writes a narrative, leaving a completed daily time report in a dashboard. It learns each timekeeper's billing preferences and writing style over time. A user's time reports are visible only to that user, who can edit or delete any record before it is exported or shared, and the terms require the customer to review output before relying on it. An intelligence layer shows firm leaders billable and nonbillable hours, realization and approval status by user, client and matter. Named customers include Tycko & Zavareei, Kronenberger Rosenfeld, Corporate Law Partners and Mohan Groble Scolaro. Billables Incorporated is based in San Francisco.

Brightflag is a legal spend and matter management platform for corporate legal departments, founded in Dublin in 2014 and owned by Wolters Kluwer since June 2025. Its core is AI invoice review. A supervised model classifies every invoice line by phase and activity, and a rules engine checks each line against the department's billing guidelines before reviewers approve and accounts payable pays. Around it sit matter and vendor management, budgets, accruals, spend forecasts, RFPs and reporting. Generative features add invoice summaries on an AI21 Labs model and Ask Brightflag, a chat interface on Anthropic's Claude for questions about spend data. Brightflag states ISO 27001, SOC 1 Type 2, SOC 2 Type 2 and ISO 42001 certification and hosts data on AWS in Ireland, the United States or Australia. Its integrations reach finance systems such as Coupa, SAP and Workday, document systems such as iManage and NetDocuments, and AI tools through an MCP server. Pricing combines a one time implementation fee with an annual subscription based on outside counsel spend.

BRYTER sells two products built to work together. BRYTER Workflows is an automation platform for legal and compliance teams, built without code, and was the whole company from its founding in 2018. Legal engineers use it to build intake and triage, approval workflows, client portals connected to Microsoft Teams, Slack and email, document automation, contract review, mass claims handling and compliance tools. BEAMON AI is an AI suite for lawyers, sold on its own domain and priced separately. Assist is a chat assistant that drafts from templates, summarizes and compares contracts against playbooks, translates, and answers from a firm's own knowledge. Extract pulls structured data from large document sets for due diligence, contract review, regulatory reviews and remediation. A plugin brings drafting and redlining into Microsoft Word. Hybrid Agents combine AI and workflow for jobs such as claims processing, timelines from files, court documents, billing guideline review and ISDA review. BEAMON AI has three published per user tiers and a free trial, and Workflows is quoted. Integrations include SharePoint, Salesforce, DocuSign, iManage, DeepL and the Otto Schmidt legal database. Named customers include Linklaters, Ashurst, Hausfeld, Deloitte, PwC, KPMG, McDonald's, ING Bank, Rakuten and Telefónica. BRYTER GmbH is based in Frankfurt am Main, with offices in London and New York.

BusyLamp is an electronic billing and outside counsel spend management product for European corporate legal departments, run in the eBilling.Space application. Onit acquired BusyLamp GmbH of Frankfurt in September 2021 and runs it as an independent subsidiary. Law firms submit invoices, which legal teams review against billing guidelines and approval workflows, track against matter budgets, accruals and work in progress, and report on by firm and matter. VAT, multiple currencies and Germany's statutory fee table are built in. The main AI feature is the Smart Invoice Converter, which turns invoice PDFs into LEDES files with UTBMS codes and timekeepers, using OpenAI in the United States. Since August 2026 a client can require law firms to submit through it, and firms review and correct each converted file before submitting it. A support chatbot from Maven AGI also runs on AI. Customers choose hosting in the United Kingdom or Germany, and the interface runs in English and German. Onit's Subscription and Services Agreement, its data processing addendum and a BusyLamp table in its subprocessor list govern the product. Associated British Foods and EDF have spoken publicly about using it, and pricing is quoted through Onit's sales team.

CaseGlide is a litigation intelligence platform for corporate legal departments and property and casualty claims organizations, built on matter management and ebilling and layered with three named AI products. Case Clerk AI reads the status reports defense counsel already send, extracts the material facts, updates the case file and syncs it to the claims system. Chronicle AI assembles a case chronology from depositions, independent medical examinations, demand packages and expert reports. Chambers AI answers questions from the customer's own closed and open case history. Each carries a published guardrail: no fact enters the file without a traceable source, every chronology entry links to its source document by page and line, and Chambers draws on no one else's portfolio. The vendor states that it does not predict verdicts or score outcome risk. The platform scores exposure, posture and deadlines across a docket, flags settlement candidates, and measures defense counsel on reporting quality, cycle time and results. Council, a separate analytics engagement of ten weeks run from a data extract, sits alongside the platform. CaseGlide, LLC is based in Tampa, Florida.

Checkbox is a legal intake and workflow platform for in house legal teams, built as a single front door for legal work. It captures requests from email, Slack, Microsoft Teams, Jira, Salesforce and web forms, then sorts and routes them by matter type, expertise, team capacity and business unit. Matters are managed in one place with linked documents, emails, tasks, approvals and conversations. Dashboards show demand, cycle times and workload, so the team can report on itself with numbers. Workflow automation, built without code, handles repeat work such as NDAs, contract steps, policy questions and approvals. Self service tools and an AI legal chatbot let the business resolve routine questions without a lawyer. Checkbox AI applies generative AI across intake and workflows, and the platform integrates with Ironclad, messaging tools and CRM systems. Checkbox Technology Pty Ltd is based in Sydney, with a US affiliate, Checkbox Software, Inc. It holds SOC 2 Type II and ISO/IEC 27001:2022 and publishes its agreements and subprocessors, including its AI provider. Customers include SAP, Coca-Cola Europacific Partners, Analog Devices, Hitachi Digital, Air New Zealand and Woolworths Group.

Coheso is an AI legal front door and work management platform from Coheso, Inc. of New York, sold to in house legal and compliance teams. Requests from the business arrive through Slack, Microsoft Teams, Gmail, Outlook or intake forms. The platform captures their context, uses AI to triage and route them, and tracks each one on shared boards through to resolution, with dashboards on volume, turnaround and the share resolved by AI. Its AI Assist answers business users' questions from a knowledge base the legal team curates, citing the source passages. Sensitive topics go through legal validation under response rules the legal team sets. Agents built on the team's own playbooks take on recurring reviews, first drafts and follow ups, and standard agreements are generated from the team's templates. Language model features run on OpenAI GPT models through the Azure OpenAI Service, customer documents are stored on Amazon Web Services, and data residency is offered in the US, EU and UAE. Named customers include Taskrabbit, M42 and Narvar.

CounselLink+ is an enterprise legal management platform for corporate legal and claims departments. It combines electronic billing and legal spend management, matter management, outside counsel management and, since the integration of the acquired Parley Pro product, contract lifecycle management. Its AI runs automated invoice review and billing anomaly detection, optional extraction of dates, notice periods, clause types and fact types from signed contracts, and spend analytics and forecasting. LexisNexis Protégé, the embedded assistant, produces matter and invoice summaries with suggested action items, and a Microsoft Word add in lets users work on contracts inside Word. Benchmarks draw on what the vendor describes as more than seventy five billion dollars of legal spend data. The product is owned by LexisNexis, a division of RELX Inc., and links to Lexis+ AI, Practical Guidance and Lex Machina for their subscribers. The published website terms address attorney client privilege, commit to notice of compelled disclosure and state that data is processed in the United States; a signed subscription agreement governs instead where one exists. The product page states ISO 27001 aligned procedures and annual SOC 2 Type 2 audits, and pricing is by quotation.

Dazychain is matter management software for small to medium in house legal departments, made by Yarris Technologies of Melbourne, with an office in Boston. Requests arrive through an intake form or by email and become matters automatically, with the right lawyer assigned, and move through configurable workflows with tasks, due dates, approvals and reminders. Around that sit document and contract management with Word editing, an internal client portal, an external portal for law firms, spend and budget tracking with invoice review, and dashboards. DazychainAI runs only when a user clicks a function, works only inside the matter or document it was engaged on, and can be switched off for an account. It summarizes matters and documents, finds information in them, answers questions over documents and compares an incoming contract with a corporate playbook. All AI runs on Amazon Bedrock in Australia or the United States, and Dazychain states that inputs and outputs are not stored and that customer information is not used to train external models. Three plans are priced per user per month, with a 14 day trial. Dazychain states ISO 27001 and SOC 2, with data hosted in Australia and the United States.

DiliTrust sells an integrated suite for in house legal departments and corporate boards, built around five modules. The Board Portal runs the meeting cycle, from agenda and document distribution through votes to minutes. Contract Management covers the contract lifecycle. Entity Management gives one view of legal entities, mandates and delegations of authority. Matter Management tracks disputes and litigation with their risk and cost. The Documentation Library, also sold as a Dataroom, stores documents with access control and audit. Lini, the AI engine, runs across all five and was given its own name in late 2025. It offers a natural language assistant, data extraction from contracts with OCR, document summaries, board minute drafting, audio transcription, a Risk Detector that flags risky clauses against the firm's own rules and suggests alternatives, and QuickView matter snapshots. DiliTrust says its models are built and trained in house on synthetic data, public datasets and its own knowledge base, and run in data centers in the regions where clients operate. Customers can also connect their own language models through its API. DiliTrust SAS is based at Paris La Defense, with offices in nine more countries, and bought the US legal management company doeLEGAL in September 2024.

Foundation AI runs the document operations of law firms with high document volumes. Everything that arrives by post, electronic fax, portal, shared mailbox or individual inbox is captured, read, matched to a matter, named to the firm's convention, filed, routed and tasked, with every step tracked. The platform combines fine tuned language models, retrieval, vector search, taxonomies specific to each jurisdiction and deterministic guardrails. It evaluates each document from several angles and reconciles the results into a calibrated confidence score for every field, so confident results pass straight through and uncertain ones go to a reviewer rather than being guessed. Extracted data drives downstream work such as calendaring and updating treatment and damages records, and dashboards and BI feeds show where documents are. Integrations cover CASEpeer, Clio, Filevine, Litify, SmartAdvocate and Smokeball. The customer base is concentrated in personal injury, workers' compensation, SSDI, VA and insurance defense practices, with a separate Claims Operations product for insurers. Foundation Inc., trading as Foundation AI, is a Delaware corporation based in Irvine, California.

HighQ is Thomson Reuters' collaboration and legal work management platform for law firms, corporate legal departments and government legal teams. It runs client portals, virtual data rooms, file sharing, iSheets, legal project management, workflow and document automation and dashboards, and for in house teams it covers contract management, legal intake and matter management. The HighQ AI engine in its AI Hub classifies documents by type and language and extracts dates, parties and clauses in English and German, at no per document cost for low volumes. With CoCounsel licenses, HighQ adds generative features. Document Insights runs CoCounsel's review and summarize skills on HighQ files, Self service Q&A answers clients and staff from documents an administrator chooses, and CoCounsel Drafting opens HighQ documents in Word. A read only MCP server connects HighQ to assistants such as Claude and ChatGPT Enterprise for Premium customers. Thomson Reuters' ISO 27001 certificate names HighQ in scope, and its AI terms bar training generative models on customer prompts, content or outputs. Bird & Bird, Geldards and Best Best & Krieger are named customers, Thomson Reuters counts more than one million users, and a UK government marketplace listing prices HighQ at £199 per user a month.

Inlet is AI timekeeping software for law firms that bill by the hour, from Inlet, Inc. of 169 Madison Avenue, New York. Founded in 2023 by Sean Adler (CEO) and Adam Miller (CTO), it went through Y Combinator's Summer 2023 batch and lists Twenty Two Ventures, Olive Capital and Shine Capital among its backers; Y Combinator describes its customers as small and medium sized law firms. A desktop application runs in the background and records which applications and matters an attorney is working in, including Outlook, Gmail, Word, Acrobat, Google Calendar, Zoom, Microsoft Teams and Slack, using activity signals and email and calendar metadata rather than the content of what is typed. AI turns that activity into draft time entries assigned to clients, which the attorney reviews, edits and releases in one click to Clio, MyCase, Filevine, PracticePanther or Aderant. Nothing reaches the billing system until the attorney approves it, and administrators see approved time and firm level reporting. Inlet's home page names 19 firms, publishes results for nine of them and offers a 14 day free trial.

Intapp sells cloud software to law firms, corporate legal departments, accounting and consulting firms, investment banks and private capital managers. It is listed on NASDAQ as INTA and contracts as Integration Appliance, Inc. Its legal products cover the client lifecycle: new business intake, conflicts, AML and know your client checks, lateral hire onboarding, ethical walls (Intapp Walls), outside counsel guideline compliance (Intapp Terms), timekeeping (Intapp Time), prebilling and billing (Intapp Billstream), Microsoft 365 matter workspaces, and relationship intelligence (DealCloud). Generative AI reaches buyers two ways. Intapp Assist is built into Time, Terms and DealCloud and answers questions from firm data; its Ask Intapp feature runs in Microsoft Teams and answers questions about client obligations with links to the source records. Intapp Celeste is the firm wide AI layer, and customers can choose between Anthropic models on Amazon Bedrock and Azure OpenAI models. The company publishes a dated AI transparency statement, a detailed subprocessor list with change notices, a data processing addendum, and ISO, SOC and CSA STAR certifications audited by Schellman. Hosting is on Microsoft Azure across seven named regions.

Josef is a no code platform on which in house legal and compliance teams build self service tools for the rest of the business. Teams can build AI question and answer tools drawn from their own policies and playbooks, automate contract and document generation, and set up workflows for legal intake and approvals. The AI module, Josef Q, answers only from content the customer uploads and says so when it cannot find an answer, and a moderation layer lets the legal team review, edit and change the sources of what a tool tells people. It connects to SharePoint, Confluence, Slack, Teams and Salesforce, and to legal systems including HighQ, Xakia, Dazychain and Actionstep. Data residency options cover the US, Europe, the UK and Australia. Josef Legal Pty Ltd is an Australian company, and named customers include L’Oréal, adidas, Bupa, Bumble and Orrick.

Laurel, formerly Time by Ping, is AI timekeeping for professional services firms, operated by Time By Ping, Inc., doing business as Laurel, in San Francisco. It captures timekeepers' work across the applications they already use, including Outlook, Teams, Zoom, browsers and document systems such as iManage and NetDocuments. It groups the activity into time entries with generated billing narratives and checks them against each client's billing rules; timekeepers review and assign entries to matters before release. Further tools analyze project profitability and how work is split between people and AI. Laurel sells to law firms, with entries flowing into billing systems such as Aderant, Elite, Clio, ProLaw, SurePoint, Tabs3 and Juris, and to accounting and consulting firms, including Big Four practices. Named law firm customers include Tonkon Torp, Saul Ewing, Watson Farley & Williams, Obermayer and Lerners. Laurel describes its AI as firm specific, single tenant and running without public large language models, with customer managed encryption keys and in region storage, and states SOC 2 Type 2 and ISO 42001 certification. Its customer agreement and pricing are not published.

LawToolBox, from LawToolBox.com, Inc. of Englewood, Colorado, does court rules deadline calendaring and matter management inside Microsoft 365. A user enters a trigger date and the platform calculates the dependent deadlines from the vendor's own rule sets, covering thousands of state and federal courts in the United States and Canada. It then syncs them to Outlook, Google or Apple calendars or to a case management system. Each matter gets its own Microsoft group, calendar, Teams space, SharePoint folders and OneNote. LawToolBox AI, licensed separately and running on Azure OpenAI in the customer's own Microsoft tenant, reads emails and attachments, including handwritten court orders. It extracts deadlines and appointments for the user to review before they reach a calendar, maps them to the civil rules behind them, summarizes documents and runs custom prompt libraries. The company also publishes Model Context Protocol connectors that let a firm's own assistant, in Microsoft 365 Copilot, Claude or ChatGPT, reach its matters and deadlines. Named integrations include Actionstep, MyCase, Smokeball, Filevine, iManage and NetDocuments, among others. Rates are published by firm size, and the agreement requires the firm to keep a second independent deadline system.

LawVu is a legal operating system for in house legal teams, built in Tauranga, New Zealand, since 2015 and marketed as LegalOS since June 2026. Its plans cover intake and triage, matters, contract lifecycle management, legal spend with electronic billing, reporting and a document repository, and LawVu says hundreds of in house teams in more than 30 countries use it. LawVu Intelligence adds an Assistant for the legal team that answers questions and updates records once a user approves, and a legal assistant for business users in the Business Portal. It also adds an agentic workflow builder sold as an add on, and contract and invoice extraction with billing guideline review. LawVu Lens analyzes executed contracts with citations to the source, and LawVu Draft, formerly ClauseBase, drafts and redlines in Microsoft Word against the customer's playbooks. The AI runs on Microsoft Azure AI Foundry and Azure OpenAI, and each customer chooses a data region in Australia, the United States, Europe, Canada or the United Arab Emirates. LawVu publishes its SaaS terms, AI service terms, data processing addendum and subprocessor list, and its terms bar third parties from training on customer data. A Power Platform connector, an MCP server and a REST API connect it to other systems.

LawX is a German practice operating system for notaries' offices and law firms that runs a matter from opening to invoicing. It creates the matter and pulls party details from official registers, prepares deeds and drafts from the firm's own templates in Word, reads land register extracts, handles execution and export to XNP, and raises the invoice. Email is assigned to matters automatically, with interfaces to the commercial register and Microsoft 365. The AI works across those steps: it checks entries for gaps, suggests wording, proposes next steps and prepares execution, on the stated principle that the professional approves before anything happens. Partners add accounting with a DATEV interface, an AI telephone assistant, money laundering checks and notary escrow accounts. The price is 159 euro per license per month on annual payment, with onboarding, data migration and support included. Accounts are hosted in German data centers certified to ISO 27001 with a BSI C5 attestation, and LawX says its own ISO 27001 certification is in preparation. It is listed on the Federal Chamber of Notaries register of notarial software. LawX GmbH, based in Berlin, raised a 7.5 million euro seed round led by Motive Partners in May 2026.

Legal Decoder analyzes legal invoices for corporate legal departments, law firms and bankruptcy fee examiners. Its technology reads the billing narrative itself rather than the UTBMS code and breaks each line item into structured data. Each item is checked against more than 45 proprietary compliance flags grouped into staffing efficiency, workflow efficiency and billing hygiene. A reviewer can see block billing, skill set mismatches, internal conference time, file churning and vague entries for each line item. Compliance Decoder enforces outside counsel guidelines and flags billing anomalies before invoices are approved. Pricing Decoder benchmarks rates and builds pricing and budget models from historical invoice data. Aperture, released in 2026, is a natural language interface over the same structured data. AI agents work out which data and calculations a question needs, a separate deterministic engine does the arithmetic, and identifying fields such as matter, client and attorney names are tokenized before anything reaches the model. The company publishes retrospective analyses of public Chapter 11 fee applications, including the Allied Nevada Gold and Toys "R" Us cases. Legal Decoder, Inc. is a Delaware corporation based in Falls Church, Virginia.

Legal Tracker is Thomson Reuters' legal spend and matter management platform for corporate legal departments, built on the earlier Serengeti Tracker. It is sold in two tiers, Legal Tracker and Legal Tracker Advanced, and the Advanced tier carries the generative AI features. Core functions are electronic billing with enforced billing guidelines, matter management, budgeting, rate management, workflow automation, outside counsel collaboration, invoice approvals and reporting. AI invoice review converts non LEDES invoices to LEDES format, detects duplicate line items, flags excessive timekeeper hours and helps audit block billing, and a plain language interface answers spend questions. Benchmarking draws on aggregated data the vendor describes as covering 1,800 law departments, 120,000 law firms and $230 billion in legal spend. Named integrations are Microsoft Outlook and Microsoft Teams. The vendor states that 164 of the Fortune 500 and 343 of the Fortune 1000 use the product. Thomson Reuters publishes company level AI Principles and a Legal Tracker data security and certification guide.

LegalVIEW BillAnalyzer reviews outside counsel invoices for corporate legal and insurance claims departments. It checks line items against the department's own billing guidelines to find errors, enforce compliance and reduce spend. Its engine is a patented machine learning model trained on LegalVIEW, which the vendor describes as the world's largest legal performance dataset, at more than $230 billion in benchmark and invoice data. The model reviews over $5 billion in invoices a year. Every decision comes with a plain English explanation and a citation to the guideline relied on. The department sets whether the AI recommends an adjustment, applies one on its own, or must hand the item to a person. It is sold in three tiers off the same engine. Invoice Review Agent is agentic AI running inside TyMetrix 360. Data Service adds expert support for tuning and spend analysis; Expert Service hands invoice review, appeals and law firm engagement to Wolters Kluwer's bill review team. Reviewer decisions feed back to refine the model. It was introduced in 2017, is covered by a granted US patent, and comes from Wolters Kluwer ELM Solutions, which also offers TyMetrix 360 and Passport.

Legisway is legal department management software from Wolters Kluwer for corporate legal teams. It keeps contracts, legal entities, claims and litigation, powers of attorney and deeds, privacy and risk, vendors, intellectual property and real estate in one system. Legal ticketing takes requests from the business, and document generation, workflows and eSignature run around it. Legisway Expert AI, included in every package, answers questions about documents and matters, summarizes, rewrites in plain language and compares up to ten contracts in a table, using Azure OpenAI in Sweden. Its terms bar training on customer input. Legisway Analyzer captures key data from uploaded contracts for a user to validate, and its own terms let Wolters Kluwer train it on customer data weekly. Legisway Advisor, launched in February 2026 and also sold on its own, reviews contracts in Word against the customer's playbooks. Data is hosted on AWS in Germany with backups in Ireland. Legisway began as a French startup that Wolters Kluwer acquired in 2019, and Wolters Kluwer says more than 900 legal departments and 130,000 users in Europe use it. Legisway Meetings, launched in Germany in 2026, adds board meeting management. UK packages start at €8,000 a year.

Legito is a no code document automation and contract lifecycle management platform for legal, procurement, HR, finance and other back office teams, operated by Legito s.r.o. of the Czech Republic. It combines interactive document templates, lifecycle management with routing and approvals, a no code application builder, and an electronic signature product offered at no fee. Its AI layer, Kedy AI, is positioned as complementing rule based automation rather than replacing it. Kedy AI extracts metadata from documents, drafts by placing data from emails and other text into automated templates, converts Word documents into templates, runs lifecycle operations by conversation, and offers agents for recurring workspace tasks. Legito states that Kedy AI is hosted entirely on its own servers, that no third party service processes customer data in AI, and that customer data is never used for AI training. Optional integrations with OpenAI, Anthropic Claude and Google Gemini are offered as alternatives. Customers choose a storage region in Virginia, Germany or Australia. The company holds ISO/IEC 27001 certification issued by Lloyd's Register. Named users include PwC, Deloitte Legal, Holland & Knight and two New York district attorneys' offices.

Lupl is a legal work management platform for law firms and legal departments, owned by Elevate since August 2026. Teams break matters into tasks with owners and deadlines, run templates, forms and workflow automations, and see status in list, calendar and board views, on the web and in iOS, Android and desktop apps. It connects to Microsoft Teams, Outlook and a firm's document management system, integrates with Slack, WhatsApp, DocuSign and Litera Compare, and creates matters and tracks time through APIs with practice management systems. Its AI generates summaries, reports and drafts for client updates, and agents act as matter members that triage email, extract instructions and draft documents under a human supervisor who can approve or override their work. Lupl says more than 10,000 lawyers use it, and its home page shows CMS, Cooley, Rajah & Tann Asia, Dykema, Gorrissen Federspiel and Withers among its firms. Its terms name Elevate Services, Inc. as the contracting party. They list OpenAI, processing in the United States, behind its AI features, with a note that data is not retained or used to train the model. Its trust center lists SOC 2 Type 2 and ISO 27001:2022. Pricing is quoted per user.

Mitratech

Mitratech's enterprise legal management platform for corporate legal departments and law firms is centered on TeamConnect. It covers matter management for complex global portfolios, legal spend management and electronic billing, billing guideline enforcement, accrual tracking, vendor analytics, compliance tracking, configurable workflow and dashboards. The AI layer is ARIES, which the vendor describes as embedded governed intelligence. Its components include Non-LEDES Invoice Capture for vendors who do not submit LEDES files, invoice review automation, intelligent document processing, anomaly detection, summarization, and an assistant that answers natural language queries across matters, invoices and reporting. Mitratech Managed Bill Review is a separate service in which AI analysis flags billing guideline exceptions and experienced billing professionals review flagged and complex entries. The TeamConnect Enterprise 8.0 release added native Microsoft integrations for managing matters, documents, workflows and invoice approvals inside Outlook. Other integrations include iManage, through Mitratech CaseCloud, and embedded HotDocs document automation. Stated adoption is more than 8,000 legal teams, including 70 percent of the Am Law 200 and 65 percent of the Fortune 100.

Neota Logic

Neota Logic is a legal automation platform that needs no code, from Neota Logic Inc. of New York, with group companies in London and Melbourne. It now positions itself as a governance layer for AI in corporate legal departments and law firms. Legal, compliance and risk teams build their own applications for intake and triage, contract generation, regulatory assessments, approvals and advice tools for clients. They build from process maps, decision trees and document templates, and connect to systems such as iManage, NetDocuments, SharePoint, Salesforce, DocuSign and Microsoft 365. Its AI Task Node calls a model the customer has approved, through the customer's own Amazon Bedrock, Azure or other provider account. The model extracts, classifies, summarizes or drafts inside an otherwise deterministic workflow. Confidence is captured as a variable that can route work to human review, and every call is logged with the prompt, response, model, token count and approver. An MCP connection, in preview, lets AI assistants such as Claude call Neota applications for answers based on rules. Neota states ISO 27001 certification, hosting on AWS or Azure in a region the customer chooses, and pricing per solution rather than per user.

OnitX ELM

OnitX ELM is the configurable enterprise legal management platform from Onit, Inc. It is sold to corporate legal departments for matter management, outside counsel spend and invoice review, budgets and accruals, vendor management through the BillingPoint portal for law firms, and real time reporting, with configurable approval workflows. It sits beside two other Onit legal management products: Unity ELM, released in March 2026 on Onit's Unity platform, and SimpleLegal for mid market departments. The AI in OnitX ELM is Spend Agent. It reviews outside counsel invoices line by line against a department's billing guidelines, explains each finding with the guideline it rests on and recommends a monetary adjustment. Onit says it reaches more than 92 percent invoice level accuracy against 72 percent for experienced lawyers. Onit's published subprocessor list names OpenAI and Google Gemini as the model providers for Spend Agent, with hosting on AWS in the United States or Germany. OnitX ELM connects to NetDocuments, iManage and SharePoint. Onit's services agreement states that Onit is not a law firm and provides AI features as is, and the company states SOC 2 Type 2, SOC 1 Type 2 and HIPAA audits. Pricing is not published.

Ontra

Ontra is an AI platform for private markets firms, covering the routine legal and compliance work around funds. Its products cover outsourced negotiation of NDAs and other routine contracts, entity management and structure charts in Atlas, obligation and side letter tracking in Insight, automated investor questionnaires, and reverse KYC. Its AI turns fund documents and agreements into structured data. It produces summaries, clause comparisons, plain language search across a whole agreement set, and markup suggestions drawn from the firm's own digital playbook. Subject matter experts review outputs and flag potential hallucinations before they reach the customer. On Contract Automation, contract professionals or lawyers do the negotiating, depending on the edition. An MCP server gives a firm's own AI tools read only access to Atlas entity data. Ontra holds SOC 2 Type 2 across all five trust criteria, ISO 27001:2022 and ISO 42001, publishes a trust center, and says customer data is not used to train models. Ontra, LLC is a US company, and more than 1,000 private markets firms use the platform, including Blackstone, AllianceBernstein and Battery Ventures.

PERSUIT

PERSUIT is an outside counsel management platform for corporate legal departments, covering the work between deciding a matter needs a firm and paying the invoice. It handles structured matter intake and routing, competitive requests for proposals, alternative fee arrangements and phased budgets, panel management, and electronic billing built around fee arrangements rather than hourly rates. Its AI agent, Persi, is included with the platform rather than sold separately. Persi recommends whether to insource or outsource a matter, benchmarks likely fees, shortlists panel firms and enforces a legal team's own engagement rules. It also compares returned proposals against benchmark, flags invoices that breach an agreed fee cap and builds spend dashboards on request, and each action is presented for approval before it runs. Recommendations draw on PERSUIT's own transaction dataset, which it describes as covering more than $22 billion in law firm proposals from over 4,800 firms. Managed integrations and documented APIs move matter and budget data to and from matter management, billing and business intelligence systems. Named customers include SAP, IBM, BT Group, Heineken and Nestlé.

Plexus

Plexus is a legal operations platform for in house legal teams, sold as an AI powered Legal OS. Business users raise requests through guided intake forms that assign each matter to the right lawyer or team, and AI fills intake answers from an uploaded contract. Contracts are drafted from templates, negotiated, approved under delegation of authority rules and signed through an embedded DocuSign integration. Plexus AI reviews each new contract against the customer's precedents, producing an executive summary, a risk summary and a clause table. Its redline cards in Word change a document only when a user accepts them. Plexus Counsel answers questions across up to ten documents and follows playbooks set by the legal team. Marketing Wizard checks marketing assets against more than 230 Australian laws and codes and sends high risk items to legal, and Promotion Wizard produces trade promotion terms that Plexus's own lawyers review as legal advice. The AI runs on OpenAI's enterprise models, with contract review on Amazon Bedrock in Australia. Founded in Melbourne in 2011 as a law firm, Plexus launched its platform in 2017 and sold its legal secondment arm to Axiom in 2022. ENGIE Australia, Caidya and Lion are named customers, and prices are quoted per Professional User license.

PointOne

PointOne is an AI timekeeping and billing platform for law firms and government legal offices. Its Time product captures a lawyer's working day across documents, email, calls and the web and writes the time entries itself. It offers retroactive capture over any date range and generated narratives for those who prefer timers. Review is a workflow for bills before they go out, in which the AI marks up bills, flags problems and suggests fixes, with configurable routing through reviewers. Rules turns uploaded outside counsel guidelines into structured billing rules that are enforced against every entry and draft bill. Intelligence reports on how time is spent, who is available and what comparable matters cost. PointOne syncs with billing and practice management systems including Aderant, Elite 3E, Clio, Filevine, Actionstep, Surepoint, MyCase, LeanLaw and QuickBooks. PointOne Technologies, Inc. is a venture backed company in New York City. Its customers include O'Hagan Meyer, Scarinci Hollenbeck, Bell Nunnally, McCathern, Lydecker and the Minnesota Attorney General's Office, which deployed it across more than 300 timekeepers in April 2026.

ProVision

ProVision manages side letters and most favored nation (MFN) elections for lawyers who run private investment fund formations. It covers the work after a fund closes, when negotiated investor terms are scattered across execution copies, spreadsheets and email. The platform takes uploaded side letters, limited partnership agreements and master side letters, extracts provisions and investor terms while preserving the original legal text, and builds a single master side letter view a team can search, compare and merge. It then runs the MFN process, generating election forms for each investor in PDF and Word, distributing them with anonymization and tracking responses into one record. The company says the platform does not require AI to run, and that AI is applied where it adds value, with guardrails that keep control of outputs with the lawyer. Deployment is single tenant on Amazon Web Services, with a dedicated instance per customer. ProVision is made by Intelligent Legal Solutions (ILS) Limited of London, founded in 2024 by Fergus Plant and Jack McCarthy, formerly of the funds teams at Goodwin and Proskauer, with Stefano Benigni. Named customers include Cleary Gottlieb, Fried Frank, Goodwin, Paul Weiss, Proskauer, Ropes & Gray and Willkie Farr & Gallagher.

Sandstone

Sandstone is an AI platform for in house legal departments built around the intake, routing and execution of legal requests. Requests arrive from Slack, email, Jira, ServiceNow and the other systems the business already uses, and agents read the intent, gather counterparty history and route work to the lawyer with the right expertise and capacity. A repository holds documents, companies, people and past decisions, and playbooks built from a team's own templates, redlines and policies learn with each use so negotiating positions stay consistent across the organization. Agentic workflows redline, draft and reply to comments, completing simpler work and handing more complex matters to a lawyer, while reporting aggregates cycle times, risk exposure, capacity and deviation rates. The product works through a Microsoft Word add-in, a Google Workspace add-on and a stated fifty or more integrations including Salesforce, Ironclad, SharePoint, Coupa and Workday. Sandstone publishes its platform terms of service, data processing agreement, security policy and privacy policy in full, and states SOC 2 Type 2 certification and zero data retention agreements with its model providers. Named customers include Middesk, MasterClass, Crexi, Ocrolus and Hypertherm. Sandstone is the trading name of Glaze AI, Inc.

SimpleLegal

A midmarket legal management platform for in house legal teams, covering electronic billing and invoice review, matter management and intake, vendor management, budgets, accruals and forecasting, reporting and document storage. Its owner positions it as delivering operational control and visibility into spend without the implementation load of an enterprise system, and sets it apart from the enterprise platform in the same portfolio. CounselGO is the portal through which outside counsel work with the legal team. The AI layer is InvoiceAI, introduced in 2021 across this product and its parent's platform. Its machine learning models, trained on millions of legal invoice charges, look for issues that conventional billing rules miss, such as block billing and vague descriptions, and keep learning as invoice corrections are made. SimpleLegal was founded in 2013 and acquired by Onit in May 2019, four months after K1 Investment Management invested $200m in the acquirer. The owner states the platform serves more than 550 corporate legal departments and processes $5.2bn in annual legal spend.

Streamline AI

Streamline AI is a front door for in house legal teams. Business users submit requests through configurable forms or from Slack, Teams and email, and the platform classifies each one, applies routing rules and opens a structured record. It then runs the work: conditional routing, approval chains, escalations and SLA timers that legal operations configure without engineering, plus matter management, contract review against a negotiation playbook, document generation, and dashboards for request volume, cycle time and team throughput. The AI layer covers email intake, request classification, a Slack intake agent, a policy Knowledge Bot, the Velo copilot and an MCP connector, with clause evaluation and redlines in one click on the contract side. Access is scoped by role, team and matter type, notes marked legal only stay within the legal team, and every request, decision and action is logged. Streamline publishes its subprocessor list openly, says it does not train AI models on client data, holds SOC 2 Type II certification and publishes starting prices for both plans. LegalDesk, Inc. trades as Streamline AI in the United States; customers include Cityblock Health, Hims, Logitech, Acorns and 8x8.

Tonkean LegalWorks

Tonkean LegalWorks is matter lifecycle management for in house legal departments, built to get the business to use legal's processes. Requests arrive through Slack, Microsoft Teams, email or a branded portal. An AI Front Door reads plain language queries, answers simple questions directly and routes the rest into intake forms that adapt to the risk level and matter type and fill in from connected systems. The platform then runs the matter across the tools involved, with named connections to Ironclad, TeamConnect, SimpleLegal, DocuSign, Adobe Sign, Salesforce, ServiceNow, JIRA and SharePoint. Packaged agents handle NDAs, contract management, conflict checks, legal mailroom and email triage, and legal operations teams configure workflows, approval paths and risk tiers without code. Governance features include role based access control, ethical walls, audit logs, retention policies and legal holds. Deployment options are Tonkean's multi tenant AWS cloud, a single tenant dedicated cloud, or the customer's own AWS, Azure or Google Cloud environment. Pricing is quoted per monthly tracked user. LegalWorks is one of three solutions from Tonkean Inc. of Palo Alto, alongside ProcurementWorks and ServiceWorks.

Truth Systems

Truth Systems is a San Francisco company, founded in 2023, that sells AI governance software to law firms. Its first product, Charter, runs as a browser extension and desktop agent on firm machines and checks each prompt a lawyer submits to an AI tool against firm policy and client rules before it is sent, blocking privileged or sensitive material or the wrong tool for a matter and showing the user a warning. The vendor says Charter's compliance AI agent reads a firm's policies and each client's outside counsel guidelines as written and converts them into rules applied matter by matter. Charter also records which tool, prompt and response were used on which matter, and its Insights dashboard reports AI use and time by tool, office, person, client and matter. A second product, Alexandria, is an MCP gateway that connects firm systems such as Intapp, iManage, Aderant and Microsoft 365 into one layer for AI agents, checking each agent action against ethical walls and client restrictions. Arnall Golden Gregory is named as a customer. The cofounders are Alex Mac, the chief executive, and Nam Nguyen, the chief operating officer. The company was part of Y Combinator's Summer 2025 batch and announced a $4 million seed round led by Gradient, with Lightspeed, F-Prime and Y Combinator participating.

Unity ELM

Unity ELM is an enterprise legal management platform for corporate legal departments, covering matter management, outside counsel spend, billing guideline enforcement, budgets and approvals in one system of record. Released in March 2026 on Onit's Unity platform, it replaces the heavy configuration of older ELM systems with operational foundations a team can start from and extend. Two AI capabilities sit inside it. Spend Agent, generally available since late 2025, reviews invoices against a department's billing guidelines, identifies errors and discrepancies, and engages law firms to adjust invoices with limited manual involvement. Ask Unity, offered as a beta, answers questions in plain language across matter and spend data, such as quarterly spend or accruals against budget, without a report being built. The platform works alongside the rest of the Unity suite, including intake and a forthcoming RFP module. Unity ELM is a product of Onit, Inc. of Atlanta, Georgia, which sells legal technology under several names, among them SimpleLegal, BusyLamp and Bodhala, and says it supports more than 3,000 customers worldwide.

Xakia

Xakia is a matter management and legal operations platform for in house legal teams of roughly 2 to 200 people, founded in 2016 and headquartered in Melbourne, with offices in Kansas City and London. Modules cover matters and tasks, legal intake and triage, contracts, spend and budgets, documents, entities, disputes and reporting. Xakia Connect is a portal where outside firms accept work, update matters, submit invoices and communicate, and Xakia charges firms nothing to use it and takes no percentage of invoice value. AI features cover contract review and redlining, contract summaries, key terms extraction and Smart Search, and AI invoice review is listed as coming soon. AI is a paid add on for Advance and Professional, included with usage caps in Enterprise and without caps in All In. Plans run from $100 to $230 per user a month. Customers store data on Microsoft Azure in Australia, Canada, the Netherlands, the United Kingdom or the United States, and the platform can be configured in seven languages. Xakia publishes its Terms of Service, data processing addendum, AI addendum and subprocessor list.