How to evaluate and compare insights and reporting software for in-house legal teams

Written by

Connor Amor-Bendall

Updated September 29, 2026

Evaluate insights and reporting software

TL;DR

This guide is designed to help you compare insights and reporting software. It walks through defining your evaluation criteria, building a weighted scoring rubric, involving the right stakeholders, running demos against real scenarios, and piloting with real data before you commit.

When evaluating and comparing insights and reporting software for legal teams, general counsel are likely to hear the same promise during each vendor demo: live dashboards and insights at your fingertips will transform your legal team into a value-driving function.

While it’s easy to buy tech solely based on the promise of being able to showcase the value of legal, it’s important to pause and take check, because there is more to legal insights and reporting software than a polished demo. And this guide is designed to help you evaluate and compare legal tech vendors so you can ensure strategic impact is gained from day one.

If you want to dive deeper into what features to prioritize, our buyer’s guide to legal reporting software covers that in detail. If you’re already deep in vendor conversations, our list of 10 questions to ask before you invest is built for that stage specifically.

Insights and reporting software explained

Reporting is the data; spend by matter, time to close a contract, or volume of requests coming through legal.

Insights are what you do with the data: identifying patterns behind them, understanding why a number is trending a certain way, and using that data to influence decisions for your legal function.

Insights and reporting software should accurately report on the day-to-day activity and operations of your legal function, and provide actionable insights for you to analyze.

5 considerations when evaluating legal insights and reporting software

1. Define what you’re solving for before engaging with vendors

Before approaching vendors, sit down with your legal team and other key stakeholders to determine in detail what you require the software to solve.

For example, the insights and reporting capabilities within LawVu’s Legal Operating System (LegalOS), has has many potential uses; from building a case for more headcount, to renegotiating spend budgets for outside counsel, to preparing board presentations more efficiently. Decide on two or three objectives for your legal team.

These objectives become your test criteria. Each vendor conversation should be measured against whether the tool will help you achieve your objectives.

2. Build a simple, weighted scoring rubric

Once you’re in conversation with different vendors, demos can begin to blur into one, making it hard to keep track of the nuances or differences between them. It becomes all too easy to let the most recent or most polished demo win by default.

A short scoring rubric fixes that. Pick the criteria that matter most to your team, assign them a weighting based on how important they are, and score each vendor against the same sheet immediately after each demo.

Criteria	Weight (1 to 5)	Vendor A	Vendor B
Data centralization
Real-time visibility
Ease of configuration
Security and permissions
Implementation time
Team adoption and ease of use
Cost against budget
TOTAL SCORE		(Weight x Score for all criteria above)	(Weight x Score for all criteria above)

Multiply weight by score for each vendor and total it up. This number won’t make the decision for you, but it gives you data you can refer to when comparing vendors.

3. Decide on your key stakeholders

It’s advisable to seek the perspectives of different key stakeholders within the legal team and the wider business before you get too deep into the decision-making process.

Key stakeholders may include:

Legal ops, or whoever owns reporting day-to-day, for functionality and perhaps configuration and maintenance questions.

The General Counsel or a senior lawyer, to check that the reporting supports the decisions leadership needs to make.

IT or security, for permissions, data handling, and integration questions.

A tool that works well for the person evaluating it but feels clunky to the people using it daily tends to get abandoned within a year.

4. Run demos against your own use cases

A generic demo will showcase the vendor’s best capabilities and is designed to make the features look good. Ask the vendor to walk through one of their demonstration scenarios from step one, ideally using your data.

Pay attention to how many steps it takes to get from a raw question (such as how much has been spent with a particular external counsel this quarter?) to an actual answer, and whether that path involves exporting anything into a spreadsheet along the way.

5. Pilot with real data before you sign

Wherever possible, negotiate a short test pilot with your own matters, contracts, or spend data, rather than a sandboxed demo environment. A feature list rarely reveals how a platform behaves once your data is running through it.

Two to four weeks is usually enough to show whether the reporting holds up, whether the team finds it intuitive, and whether the insights and reporting match what you already know to be true.

Comparison framework: what to look for in insights and reporting software

There are three different types of insights and reporting software and they have differing strengths and weaknesses. These are:

Basic reporting tools

Standalone Business Intelligence (BI) tools

Legal operating systems such as LawVu’s LegalOS.

Comparison table: Insights and reporting capabilities

Evaluation criteria	Basic reporting tools	Standalone BI tools	Legal operating system
Legal data source	Fragmented systems	Requires data integration	Unified legal system of record
Real-time dashboards	Limited	Possible with setup	Built-in and live
Legal-specific metrics	Minimal	Custom-built	Out-of-the-box
Configuration	Rigid	Complex	Flexible, no-code
Embedded workflows	No	No	Yes
Legal adoption	Low	Medium	High

Red flags to watch for when evaluating vendors:

Reporting that still requires exporting data to a separate BI tool to get real insight

No clear answer on implementation plans and timelines

Reluctance to run a pilot with your own data

Features that sound broad in the sales conversation but turn out to sit behind a separate module or a services engagement

“The LawVu team worked with our needs and requirements, and the adoption and feedback from the team has been excellent: ‘it’s a really great tool’ and ‘it’s really easy use’. The adoption’s been faster than anticipated as the system is really easy to navigate.” – Jillianne Osborn, Deputy General Counsel, Vocus.

Turning scores into a decision

Comparing legal reporting software gets easier once you’ve established objectives and have a process to score and compare different vendors against.

Determine what issues you are looking to solve, score consistently, involve the people who’ll use it daily, and test with real data before you commit.

And if you’ve narrowed it down to two vendors, review your objectives again and assess which platform would deliver or support your objectives best.

It’s also worth weighing implementation effort separately from the score. A platform that scores slightly lower but proves to have a robust implementation can deliver more value than you may realize.

After the decision: how to know you made the right investment

The evaluation isn’t finished until you have proof that the insights and reporting software is delivering what is promised. A few months in, check whether the tool is helping to achieve the objectives your team established in step one.

You will know it’s working when the legal team pulls reports without being prompted, and when the numbers presented within the software are trusted enough that people stop quietly double checking them in a spreadsheet on the side.

If the software is not ticking meeting your objectives, Don’t wait for your renewal date.

A platform built for legal teams, such as LawVu’s LegalOS, should fit how your team already works. It should also equip your team to become more effective and valuable to the business from day one.

Try it for yourself

Most reporting tools show you a demo environment. LawVu’s LegalOS shows you your own matters, contracts, and spend, because reporting lives inside the same system where that work already happens.

Book a demo