How Anycase changes the way lawyers spend time 

Quantifying Anycase’s value to lawyers and legal professionals

One of the most consistent questions we get in conversation with firms and organizations is: how much time does Anycase actually save?

To ground this question in data, we conducted a structured survey of our users. Focusing on respondents who self-identified as practicing lawyers and legal professionals, 104 participants reported saving an average of 14 hours per week, which translates to about 60 hours per month.

The sections that follow break down how these savings are distributed across roles, workflows, and specific tasks.

Our methodology

To understand how Anycase affects time spent on legal work, we asked users to estimate the number of hours they save in a typical week. This approach captures time savings as experienced in real workflows, rather than in controlled or hypothetical settings.

Across 104 responses from practicing lawyers and legal professionals, the average reported time savings was 14 hours per week.

Average time saved per week

Time savings tend to vary meaningfully by role, with the largest gains seen in more senior and research-intensive positions.

Senior associates, law firm partners, public attorneys, and provincial legal officers report the highest gains, typically 20 to 30+ hours per week. 

A strong middle tier, including associates, legal researchers, consultants, and solo practitioners, clusters around 15 to 18 hours saved weekly. 

More general or mixed roles fall in the 10 to 13-hour range, while lower savings (below 8 hours) are more common among internship roles, in-house counsel, and adjacent legal functions.

Anycase is also seeing adoption beyond traditional legal roles. Our growing base of 5,000+ users includes business owners and small teams managing compliance, often functioning as one-person legal units.

The impact in these contexts is practical and measurable. As one user, Jeremiah Vardeleon, shares:  “I am not a lawyer, but I handle many of our family’s personal and business-related matters alongside our counsel, including managing our family estate. With Anycase AI, I’m able to consult our lawyers in a more prepared and organized way. It helps me identify stronger legal approaches and cite relevant jurisprudence, making me more effective in supporting our legal team.”

Average time saved by query 

User privacy is a core consideration in how we operate. Given the sensitive nature of legal work, we do not track or analyze individual research activity, and uphold strict internal guardrails to ensure this standard is maintained.

What we can rely on, instead, are anonymized, aggregated patterns that give us a directional view of how the platform is used overall. From that lens, we see that users typically run around 23 to 30 queries per week. 

Mapped against reported time savings, it comes out to a simple heuristic: roughly every two queries corresponds to about one hour saved.

How does Anycase help save users time? 

Lawyers use Anycase across a wide range of tasks, often within a single workflow. 

From identifying good law, to finding jurisprudence, to checking citations or resolving procedural questions, these steps are all part of everyday legal work. They’re also where a lot of time tends to get lost.

To get a sense of where this impact shows up most clearly, we ask users during onboarding what Anycase helps them with the most:

The responses consistently point to the same areas: research, verification, and synthesis, which are the core foundations of any pleading, legal opinion, or contract. 

Deeper, more meaningful work - the real impact of Anycase.ai in legal workflows 

Reducing time in these steps does more than just make work faster – it fundamentally changes what that time is spent on.

In conversations with our community, lawyers describe the difference directly: instead of spending hours manually filtering databases or vetting relevant documents, they are able to focus on analysis, strategy, and decision-making.

In firm settings, this shift is even more visible at the team level. Managing partners note that associates now have more capacity to prepare for and attend court appearances, rather than being anchored to manual research tasks. 

This bridges the gap between junior and more experienced associates, freeing them from routine research work and allowing managing partners to delegate higher-value responsibilities such as litigation support and court-facing tasks.

As a result, associates develop practical experience earlier, accelerating their time to maturity within the firm.

These accounts are not isolated. Across our user base, lawyers and legal professionals report the same underlying outcome: with less time spent on mechanical work, they are able to produce higher-quality output and engage more deeply with the substance of their cases.

What Anycase changes is not just how quickly work is completed, but how that time is used. By reducing the effort required to get to the work, it allows lawyers to spend more of their time doing it well.