Legal business intelligence answers a question about the firm, not about the case. Which practice groups actually make money once you account for write-offs. Which partners’ matters realize the rate on the engagement letter and which quietly discount it. How long cash sits in work in progress and unbilled receivables before it reaches the bank. None of that is found in case law.
That distinction matters because the two things are routinely confused, including on lists like this one. A legal research platform helps a lawyer win a matter. A legal BI platform tells the managing partner whether winning it was profitable. They are bought by different people, from different budgets, and they are not alternatives to each other.
This page covers ten products, and it is honest about the split: five are true law firm business intelligence tools and five are legal research platforms that are often listed under this heading but answer a different question. Each section says which it is, who owns it, and what it costs where a price is published. Checked against vendor sources in August 2026.
What is legal business intelligence software?
Legal business intelligence software sits on top of a firm’s practice management and time and billing system, usually Aderant Expert or Thomson Reuters Elite 3E, and turns the transactions in it into financial and operational reporting. It is the reporting layer, not the system of record, which is why almost every product below is sold by reference to the billing system it connects to.
The metrics it exists to produce. If a demo does not show you these, it is not a legal BI tool:
- Realization rate – the share of recorded time that survives to a bill, and then to cash. Billing realization and collection realization are different numbers and both matter.
- Utilization – billable hours recorded against a timekeeper’s target. The single most-watched number in most firms, and on its own the most misleading.
- Matter profitability – revenue against the true cost of the timekeepers who did the work, which is the number that reveals whether a prestigious client is subsidised by everyone else.
- Work in progress and lockup – unbilled time plus unpaid bills, and how many days of it the firm is carrying. This is the cash flow question partners actually feel.
- Leverage – the ratio of associates to partners on the work, which drives margin more than the headline rate does.
- Matter budgeting and budget against actual – increasingly demanded by clients under fixed fees and outside counsel guidelines.
- Rate card and write-off analysis – where agreed rates and standard rates diverge, and who is discounting.
Two different products are listed under this heading
Roundups of “legal business intelligence” almost always mix two categories, and this one did too until it was revised. Both are useful, neither replaces the other, and confusing them wastes a procurement cycle. The table sorts all ten.
| Product | What it really is | Owned by | Bought by |
|---|---|---|---|
| LIT Dashboard | Law firm BI | Litigation Services | Firm management |
| Coyote Analytics | Law firm BI and accounting | Independent | Firm management |
| Iridium BI | Law firm BI | BigHand | Firm management |
| Aderant | Practice management, with BI | Roper Technologies | Firm management |
| EZlytix | Law firm BI, mid-market | Independent | Firm management |
| Westlaw | Legal research | Thomson Reuters | Lawyers, librarians |
| Lexis+ | Legal research | LexisNexis (RELX) | Lawyers, librarians |
| CoCounsel (was Casetext) | Legal research and AI | Thomson Reuters | Lawyers |
| Bloomberg Law | Legal research and news | Bloomberg Industry Group | Lawyers, librarians |
| VitalLaw (was Cheetah) | Legal research | Wolters Kluwer | Lawyers, librarians |
Two things fall out of that table that a flat list of ten hides. Westlaw and CoCounsel are the same company, so they are not independent options to weigh against each other. And Iridium BI reports on Aderant rather than competing with it, so a firm running Aderant Expert may well buy both. Details are in each section below.
1. LIT Dashboard
The LIT Dashboard is a legal business intelligence software solution offered by Litigation Services for law firms. It streamlines the litigation process and enhances the management of case data. Such software can significantly impact the results of legal cases by improving efficiency and effectiveness.
Key features
Critical features of litigation services software:
- Case management
- Document management
- Research and analyze data
- Review trends
Pricing
The software has not provided pricing details publicly. To get pricing details, contact the vendor directly.
Likes
It helps to automate the process of legal research and document production. That can save a lot of time and effort for lawyers and improve the accuracy of the research and documents.
It can help keep track of deadlines, court procedures, and other vital details. That information can be accessed quickly and easily, which can help avoid any potential problems or delays in proceedings.
Dislikes
It needs experts to adequately set up and maintain the system, the possibility of user error when inputting data, and possible security risks associated with storing sensitive information on an online platform.
User opinion
LIT Dashboard is an excellent tool for law firms. It allows you to keep track of all the essential information related to cases. That helps you make better decisions and provides an efficient way to handle litigation.
2. Coyote Analytics
Coyote Analytics is a software company specializing in law firms’ business intelligence. It is designed to help law firms make better decisions about their business.
The software includes several features that allow users to track and analyze data, including a client database, a matter management system, and a financial reporting tool.
Key features
- Understands important KPIs and metrics of law firms
- Analyzes trends
- Provides data analytics to make business decisions
Some screenshots of Coyote Analytics
Pricing
The vendor has not provided pricing on the website. You need to contact the vendor directly.
Likes
Automats many of the tasks that are traditionally performed manually (such as data entry, document review, etc.)
It helps your team to work more quickly and efficiently. That can save time and money and help you prepare your case more quickly.
It will help you organize your data in a way that makes sense for your specific case. That can make it easier to find what you need when you need it and help keep your case on track.
Dislikes
Coyote requires a lot of training and regular upkeep to function correctly. Additionally, if users do not input high-quality data, the software’s output will also be low-quality.
Other details
| Deployment | Cloud, SaaS, Web-Based |
| Supported device | Windows, Linux, Android, iPhone, iPad |
| Support | Email/Help Desk, FAQs/Forum, Knowledge Base, Phone Support, Chat |
| Training | In-Person, Live Online, Webinars, Documentation, Videos |
| Customer ratings | Capterra: 4.5 out of 5 (21+reviews), G2: 4.1 out of 5 (10+reviews) |
User opinion
Overall, Coyote Analytics is a handy tool for law firms. It allows users to track and analyze data in different ways, which can help them make better decisions about their business.
In addition, the software is very user-friendly and easy to navigate, offering many beneficial features for law firms.
3. Iridium BI (now BigHand Business Intelligence)
Iridium BI is purpose-built law firm business intelligence with role-based reporting, so a practice group head, a billing partner and the CFO each open a dashboard aimed at their own decisions. It ships as four modules: Revenue, GL and Expense, Profitability, and Matter Budgeting, which is about as direct a statement of what legal BI covers as any vendor makes.
Name and owner have both changed. Iridium Technology, founded in 2009, was acquired by BigHand, and the product is now sold as BigHand Business Intelligence, powered by Iridium. The standalone iridiumbi.com no longer resolves, which can look like a dead vendor and is not one: the product is alive under the BigHand name and existing clients were moved to a combined support team.
It is not an alternative to Aderant at number 4 below. Iridium reads from a firm’s practice management system and supports Aderant Expert, Elite 3E and Elite Enterprise. A firm running Aderant is a candidate to buy this on top of it, not instead of it. Check which version of your billing system is supported before anything else, because that compatibility, not the feature list, decides whether it can be implemented at all.
Key features
- Easily customizable dashboards
- Easily customizable reports
- Advanced analytics
- Advanced modules
- Financial management
- Revenue
- GL+Expense
Screenshots of Iridium
Pricing
The vendor does not disclose pricing. Contact the vendor directly for details.
Likes
- Reduced costs: By automating the process of managing and tracking legal cases, litigation services software can help law firms reduce their costs significantly.
- Increased efficiency: The use of software can help lawyers manage their caseload more efficiently, leading to increased profitability for the firm.
- Improved accuracy: Automated systems are often more accurate than manual systems, leading to fewer mistakes and less wasted time.
User opinion
Iridium BI is a law firm’s business intelligence software. It allows you to manage your caseloads and track billable hours more effectively.
The reporting features are also very helpful in getting a clear overview of your firm’s performance. We recommend this software to any law firm looking for a better way to manage its operations.
4. Aderant
Aderant is best understood as the system of record rather than the reporting layer. Its core product, Aderant Expert, is a practice management, time and billing platform used by many of the world’s largest firms, and its analytics sit on top of the data it already holds. That is a real advantage, because the numbers come from one source with no integration to maintain, and a real constraint, because you are reporting on Aderant from inside Aderant.
This is the entry that most often gets mis-shortlisted. If you already run Aderant Expert, the question is not “Aderant or Iridium” but whether Aderant’s own reporting is enough or whether you want a dedicated BI layer such as Iridium BI at number 3, which explicitly supports Aderant Expert. If you do not run Aderant, adopting it is a practice management replacement, which is a far larger project than buying a BI tool.
Key features
- Practice management
- Case management
- eBilling and analytics
- Knowledge management
- Time entry and compliance
Pricing
The vendor does not give pricing details. Contact the aderant for pricing details.
Likes
- Flexibility and scalability – The software can be configured to meet the specific needs of any law firm and can handle any size case or practice area.
- Ease of use – Lawyers and staff can quickly learn how to use the software, which helps to improve efficiency and reduce errors.
- Time tracking – The software automatically tracks time spent on cases, making it easier to bill clients accurately.
- Data management – The software organizes data to make it easy to find and use when needed. That helps improve decision-making and allows firms to respond quickly to changes in the marketplace.
Dislike
The software can be expensive for smaller firms.
User opinion
Overall, Aderant is a great business intelligence tool for law firms. It allows you to track performance and make data-driven decisions easily.
5. EZlytix
EZlytix is a business analytics tool that helps you make better decisions for your law firm. It provides meaningful insights into your law firm’s performance and allows you to track and monitor critical metrics.
Key features
- Dashboard view of your law firm’s performance
- Track and monitor key metrics
- Gain meaningful insights into your law firm’s performance
- Provides relevant and real-time insights
Screenshots of Ezlytix
Pricing
The vendor does not disclose pricing. Contact EZlytix for details.
Likes
- It helps you to understand your firm’s position
- Improves legal operations
- Provides user-friendly dashboard
- Gives real-time insights
- Analyzes the lead source and revenue
Dislikes
The software can sometimes be complex and require significant training for lawyers and staff.
Supported industries
- Manufacturing
- Retail
- Operations
Other details
| Deployment | Cloud, SaaS, Web-Based |
| Support | Email/Help Desk, FAQs/Forum, Knowledge Base, Phone Support |
| Training | In-person, Live Online |
| Customer ratings | Capterra: 4.7 out of 5 (6+reviews), G2: 5.0 out of 5 (2+reviews) |
User opinion
EZlytix is one of the best business analytics software tools out there. It’s easy to use, flexible, and helps you collect and analyze data quickly and easily. It’s an excellent tool for law firms who want to improve their business performance.
6. Westlaw (Thomson Reuters)
Category note. Westlaw is a legal research platform, not law firm business intelligence. It will not tell you your realization rate. It is included because it is routinely listed under this heading, and because knowing the difference is the most useful thing this page can tell you.
The “Edge” label is two generations out of date. Thomson Reuters’ research platform went WestlawNext in 2010, Westlaw Edge in 2018, Westlaw Precision in 2022 and Westlaw Advantage in 2025, and in August 2025 Thomson Reuters launched CoCounsel Legal as an integrated research and document review platform with agentic AI. If a quote or an old comparison still says Edge, you are looking at legacy packaging.
Westlaw remains a premier source for cases, regulations, secondary sources, briefs, trial court documents, public records and expert materials, with KeyCite for citation checking.
It offers cases, regulations, secondary sources, practice areas, news briefs, trial court documents, public records, expert materials, and more. It also features first-of-its-kind AI-powered tools like intelligent document analysis to enhance research ability.
Features
- Advanced and Precision research
- A comprehensive collection of legal information
- Graphical view of history
- Allows users to save cases of interest and hide cases they have determined are irrelevant to current research.
- Outline builder
- Editorial enhancements- Dedicated attorney editors
Pricing
For pricing details, contact the company directly.
Likes
- Software is user-friendly
- Provides research capabilities and resource materials
Dislikes
- Pricing plans seem expensive for small businesses
- Problems with the user interface
Other details
| Deployment | Cloud, SaaS, Web-Based |
| Support | Email/Help Desk, Knowledge Base, Phone Support |
| Customer ratings | Capterra: 4.7 out of 5 (21+reviews), G2: 4.4 out of 5 (174+reviews) |
User opinion
Westlaw Edge is designed to help legal professionals quickly find what they need, with intelligent brief analysis tools and search capabilities powered by AI. It is used by attorneys and their firms and corporate and government lawyers.
7. Lexis+ (formerly Lexis Advance)
Category note. Another legal research platform rather than firm business intelligence, and the product name has been retired. LexisNexis retired the “Advance” brand in 2020: the US platform became Lexis and the premium tier Lexis+. Canada followed in September 2022 and Australia in January 2024. Ask for Lexis+ by name.
LexisNexis, part of RELX, gives access to more than 60,000 sources of legal, news, business and public records information, with Shepard’s Citations Service for verifying that authority is still good law. Its AI tier is sold as Lexis+ AI.
In addition, it aids you in taking up legal matters and transactions with confidence by giving access to more than 60,000 sources of legal, news, business, and public records information to develop a solid strategy and verify good law with Shepard’s Citations Service.
Features
- Pertinent information
- Research and analytics
- Good law
- Case law research
- Expanded Search Term Map
- Shepard’s Citations Service
- Litigation Analytics
- Research into action
- Jurisdictional and Practice area centers
- Legal news hub
- Access from anywhere, anytime, and on any device
Pricing
The packages below were published under the retired Lexis Advance name and are shown as a guide to how LexisNexis structures a deal, which has not changed: multi-year commitments with a discount for length, quoted per user. Confirm current Lexis+ rates with LexisNexis rather than budgeting from these figures.
- For Online Research
- Basic – The pricing starts at $153 per month for one year, $138 per month with a 10% discount for two years, and $115 per month for three years with a 25% discount.
- State premium – The pricing starts at $340 per month for one year, $306 per month with a 10% discount for two years, and $255 per month for three years with a 25% discount.
- National premium – The pricing starts at $399 per month for one year, $359 per month with a 10% discount for two years, and $299 per month for three years with a 25% discount.
Likes
- Good accessibility
- Provides research and content library
- Detailed database
- Provides search tools
Dislikes
- Pricing is a little bit high.
Other details
| Deployment | Cloud, SaaS, Web-Based |
| Customer ratings | Capterra: 4.4 out of 5 (17+reviews), G2: 4.4 out of 5 (174+reviews) |
User opinion
Lexis Advance is a type of legal research software, a part of the comprehensive collection of tools for attorneys. This legal research platform offers a search tool that utilizes natural language or boolean searching to acquire data on various legal topics.
8. CoCounsel (formerly Casetext, now Thomson Reuters)
Same owner as number 6. Thomson Reuters acquired Casetext for $650m in cash, announced 26 June 2023 and completed 17 August 2023, and casetext.com now redirects to Thomson Reuters’ CoCounsel page. Westlaw and this entry are therefore the same company, not two independent options, which is worth knowing before you treat them as competing quotes.
Founded in 2013 and serving more than 10,000 law firms and legal departments at the time of the deal, Casetext built CoCounsel, an AI legal assistant that handles document review, research memos, deposition preparation and contract analysis. The CoCounsel name has since become Thomson Reuters’ umbrella brand for its AI assistant, extending well beyond the original Casetext product.
This is a powerful tech platform for effective, efficient legal research, document generation, and more. It boasts a comprehensive database with one-of-a-kind search capabilities.
It provides access to all the proceedings in all 50 states and US federal courts, statutes, regulations, and rules with no shortage of data sources. In addition, Casetext’s innovative neural net technology and parallel search enable users to search how attorneys think.
Features
- AI/Machine Learning
- Parallel research
- Annotations
- Brief Analytics
- Case Alerts
- Case Law Research
- Change Tracking
- Data Visualization
- Search History
- Self-Service Search
- Statutes Research
Some screenshots of Casetext
Pricing
These are legacy Casetext prices, from before Thomson Reuters absorbed the product. Casetext no longer sells independently and casetext.com redirects to Thomson Reuters, so CoCounsel is now quoted by Thomson Reuters, commonly bundled with Westlaw. The tiers below are kept for reference and for anyone comparing against an old Casetext invoice. Do not budget from them.
- Monthly plans
- On-Demand: It is free
- Basic research: $220/month
- For CoCounsel, all access: $500/month
- Yearly plans
- On-Demand: It’s free
- Basic research: $110/month
- For CoCounsel, all access: $400/month
Likes
- The software is user-friendly
- Flexible pricing
Dislikes
- Lack of customization
- Lack of certain documents and material resources
Other details
| Deployment | Cloud, SaaS, Web-Based |
| Supported languages | English |
| Support | Email/Help Desk, FAQs/Forum, Knowledge Base, Phone Support, Chat |
| Training | Live Online, Webinars, Documentation, Videos |
| Customer ratings | Capterra: 4.8 out of 5(131+reviews), G2: 4.8 out of 5(73+reviews) |
User opinion
Casetext is a powerful, award-winning AI platform for smarter legal research and document drafting. It helps you conduct a quick search according to your thought process and obtain results from the common law or your firm’s documents.
In addition, the advanced parallel search allows users to retrieve lost keywords and search all about the law easily.
9. Bloomberg Law (Bloomberg Industry Group)
Bloomberg Law, from Bloomberg Industry Group, combines primary and secondary legal sources with the thing its competitors cannot easily match: real-time business and markets news, plus company and transactional data from the wider Bloomberg franchise. For transactional and corporate practices that is a genuine differentiator.
It does use the phrase “business intelligence”, and that is worth reading carefully. It means market and company intelligence about clients and deals, not analytics about your own firm’s realization and profitability. Useful for pitching and for knowing a counterparty. It is not the tool that tells you which practice group is losing money.
Features
- Deep expertise and powerful
- Legal AI tools
- Data analytics
- Existing subscribers can benefit from ongoing product improvements without additional cost.
- All our content is available on one platform with unlimited, unmetered access.
- Access to breaking news
Pricing
For pricing details, contact the company directly.
Likes
- Case law repository
- Easy to track cases
- Ease of search
- Interactive database
Dislikes
- No secondary sources and treatises
- Lacks detailed sources
- Lags during downloads
- Difficult to navigate
User opinion
Bloomberg Law offers one comprehensive platform with a single, fixed price and complete access to its growing library of legal technology.
In addition, it provides access to its workflow tools, news items, a broad range of primary and secondary sources, and in-depth analytics.
10. VitalLaw (formerly Cheetah, from Wolters Kluwer)
The Cheetah name is retired. Wolters Kluwer relaunched its legal research platform as VitalLaw, one word, and VitalLaw fully replaced Cheetah on 1 November 2021, expanding primary source content by more than 40 percent at the same time. Anything still branded Cheetah predates that.
VitalLaw serves law firms, general counsel offices and corporate legal departments, and it is strongest where Wolters Kluwer’s editorial franchises are strongest: tax, securities, banking, healthcare compliance and labor and employment. One practical consequence of the relaunch is that Wolters Kluwer titles are no longer licensed to Thomson Reuters, so content that used to be reachable through Westlaw is now only on VitalLaw. If your practice depends on a specific Wolters Kluwer treatise, that is the deciding fact.
Category note. Like numbers 6 to 9, this is a legal research platform rather than law firm business intelligence.
Features
- Kluwer arbitration
- Kluwer IP
- Agreement and Clause builder
- Enterprise legal management
- Daily reporting tool
Pricing
For pricing details, contact the company directly.
Likes
- Ease of use
- Convenient UI
Dislikes
- Limited features
- Restricted reporting capabilities
User opinion
Vitallaw provides legal professionals with data-driven resources to make informed decisions. It helps streamline research, analysis, and workflows to give organizations an advantage and help create more transparent and just societies.
It comes with advanced browsing, search, and collaboration abilities.
FAQs
What is the quality of the best legal business Intelligence software?
You can assess the quality of the best legal business Intelligence software in terms of its features and its benefits to users. The software should provide insights into various aspects of the business, such as performance, sales, and marketing. It should also help users make better decisions by providing actionable data-driven insights.
What are some of the benefits of using legal business intelligence software?
Some of the benefits are
-Improved decision-making
-Increased efficiency
-Better client service
What are some of the features of legal business intelligence software?
Some of the features include
-Data mining
-Data analysis
-Reporting
-Visualization tools
Conclusion
Start by deciding which question you are answering. If it is “how is the firm performing”, your shortlist is the first five: Iridium BI (now BigHand) and Aderant at the large firm end, Coyote Analytics and LIT Dashboard in the middle, and EZlytix where budgets are smaller. If it is “what does the law say”, you are shopping for research and the last five apply, where the real choice is usually driven by which publisher owns the content your practice depends on.
Three practical checks before you sign. Confirm the integration first, because a legal BI tool is only as good as its connection to your time and billing system, and Aderant Expert or Elite 3E support is a hard gate rather than a feature. Insist on matter-level profitability in the demo, using your own data, since utilization dashboards are easy and profitability is where these products separate. And check who owns what: Westlaw and CoCounsel are both Thomson Reuters, Lexis+ is LexisNexis under RELX, VitalLaw is Wolters Kluwer, and Iridium is BigHand. Two of those relationships are invisible from the product names alone.
References