Published On: February 24, 2026

Author

Prem Chandran

Hourly billing has long been the financial foundation of legal practices. It reflects expertise, accountability, and the value of a lawyer's judgment. But beneath that structure lies a deeper challenge; lawyers are working more than ever, yet billing less than they'd expect for the effort they put. The problem isn't competence or commitment, it's the mounting friction embedded in modern legal work.

Today's lawyers navigate endless emails, locate documents lost in folders, rewrite language that already exists somewhere, and recap workdays that blurred together long ago. These small inefficiencies quietly chip away at utilization and realization. But recent research shows this problem is far bigger and far more costly than firms realize.

Lawyers are facing growing pressure not because they lack the skill but because the structure of there is working against them. 

This is where AI, used correctly, can make a real difference. 

Not by changing how firms bill. But by helping lawyers recover time that already belongs on the timesheet. 

The Hidden Cost of "Non-Billable" Work 

Most law firms don't see lost revenue as a dramatic failure. It shows up subtly. 

  • A few minutes were lost searching for a document.
  • An hour rewriting language that already exists somewhere.
  • A rushed time entry at the end of the day that misses key tasks. 
Non-billable work inefficiencies

Individually, these don't raise alarms. Collectively, they add up to meaningful revenue leakage. 

What makes this challenging is that much of this work still requires legal context. It can't simply be delegated away. Lawyers themselves need to stay involved, which means the only real solution is reducing the effort required to get to billable work. 

That's exactly where AI starts to help.

AI Doesn't Replace Lawyers, It Protects Their Time 

When people hear "AI in law," there's often concern about automation replacing expertise. In reality, the most practical applications of AI in legal environments do the opposite.

They remove obstacles! AI’s biggest value isn’t automation, it’s the recovery of time and revenue already earned but lost to inefficiency.

AI can restore billable hours by:

  • Assisting with first drafts
  • Summarizing long email threads and meetings
  • Surfacing relevant documents from prior matters, or help structure information that already exists
  • Reducing context switching across Outlook, Word, Teams, and PowerPoint

This doesn’t eliminate billable work. It accelerates the path to the kind of thinking clients actually pay for analysis, advice, strategy, and judgment. Lawyers spend less time assembling context and more time applying expertise.

Reducing Context Switching During Active Matters 

38% of lawyers struggle to focus due to constant fragmentation. 

One of the biggest drains on focus in legal work is constant switching between tools and systems. Emails reference documents. Documents reference meetings. Meetings reference prior advice. Reconstructing context takes time, and it breaks concentration. 

AI embedded into everyday tools can help pull that context together. Instead of hunting across systems, lawyers can quickly orient themselves within a matter and move forward with confidence. 

The result is smoother workdays, fewer interruptions, and higher daily utilization without increasing pressure.

Copilot reduces context switching image

More Accurate Time Capture, Without Inflating Hours 

Another challenge many firms face is under-reported time. Not because lawyers are dishonest, but because recalling everything done across a busy day is hard. 

AI can assist by summarizing activity across emails, documents, and meetings related to a matter. This makes it easier for lawyers to remember and accurately record the work they've already completed. 

Better recall leads to more accurate billing, which protects both firm revenue and client trust.

Unlocking the Value of Existing Firm Knowledge 

Every law firm has a wealth of knowledge stored in past matters precedents, research, advice, and successful approaches. Unfortunately, much of it remains difficult to find when it's needed most. 

AI enables: 

  • effortless discovery of past work,
  • reuse of proven language,
  • consistency across teams,
  • faster onboarding of associates. 

Lawyers still bill for applying and adapting that knowledge, but they no longer need to start from scratch every time.

Why Microsoft 365 Copilot Matters for Legal Organizations 

Not all AI tools can meet the legal confidentiality standards. Microsoft 365 Copilot is built inside your existing Microsoft 365 environment and: 

  • respects ethical walls,
  • adheres to access controls, 
  • protects client data,
  • enforces governance and compliance policies 

For legal organizations, this alignment with governance is often the deciding factor.

Why Readiness Matters More Than Speed 

Many organizations rush to enable AI without preparing the foundation underneath. In legal environments, this often leads to frustration rather than value. 

Unstructured document libraries, inconsistent matter naming, unclear access models, or weak governance can all limit what AI can safely and reliably do. Without addressing these basics, even powerful tools struggle to deliver meaningful results. 

Successful firms focus first on readiness, then on activation. 

AI Readiness, Activation, and Results pyramid

How We Support Legal AI Adoption 

We work with legal organizations as a Microsoft Solutions Partner to ensure AI adoption strengthens, rather than disrupts, existing billing models. 

Through our Microsoft 365 Copilot Readiness program, your firms gains: 

  • A clear view of your technical environment
  • Identification of highvalue legal use cases
  • A governancealigned activation roadmap
  • Thoughtful and practical adoption guidance 

Our goal isn't speed. It's confidence. 

Law firms don't need to fear AI reducing billable hours. You need to fear inefficiency continuing to steal the hours your lawyers already work. 

When implemented intentionally, AI helps lawyers: 

  • Recover lost time
  • Reduce burnout
  • Improve accuracy
  • Strengthen client trust
  • Protect their focus
  • Spend more of their day on meaningful 

The firms that see the greatest impact won't be those who adopt AI the fastest but those who adopt it the most THOUGHTFULLY.

Thinking About Copilot for Your Legal Organization? 

If your firm is exploring Microsoft 365 Copilot and wants to ensure it strengthens billing efficiency and legal governance, Creospark can help. 

Let's build that foundation that enables your lawyers!