Client Story

A law firm

Paralegal Efficiency with Microsoft Copilot

In-person Copilot training helped an experienced paralegal reduce context switching, group demanding work into focused blocks, and expect a 10 to 25 percent efficiency gain without replacing the firm's core systems.

Why this story is anonymous

We do not publish client names or identifying system details. Our client agreements require discretion, and naming who we protect plus what they run would create useful reconnaissance for an attacker. This is part of the same security standard we ask clients to follow.

The situation

The work was already efficient. The cognitive load was the problem.

The paralegal was already experienced and effective. The pressure came from moving constantly between deadlines, client communication, medical records, email, SharePoint, attorney requests, and the firm's case management system.

The hidden cost was context switching. The same matter could require an email review, a search through case documents, a summary for an attorney, and a follow-up draft. Each move forced the paralegal to rebuild context before applying judgment.

The goal of the engagement was not to replace that judgment or chase automation for its own sake. It was to use Microsoft Copilot for first-draft thinking and information gathering, leaving more attention available for accuracy, review, and legal work that requires a person.

The approach

Block similar work, then let Copilot carry more of the context.

During in-person training, we introduced block tasking. Instead of reacting to each email, record, and drafting request as it arrived, the paralegal grouped similar cognitive work into focused time blocks.

Copilot made those blocks more useful by summarizing information in batches, maintaining context across approved Microsoft 365 sources, and producing consistent first drafts. The benefit was not only time saved. It was less decision fatigue and less mental effort spent reconstructing the same case context across different tools.

Case summaries

Use an export from NEOS or Needles to draft a consistent attorney summary covering injury details, treatment status, work status, open issues, and upcoming deadlines.

Medical chronologies

Organize records by date, provider, treatment, and relevance, then flag gaps or inconsistencies for human validation.

Inbox triage

Summarize a work block of email, group messages by urgency, and identify matters that need escalation or attorney awareness before drafting replies.

Batch drafting

Create clearly labeled first drafts in a dedicated block, then adjust tone and review every response before it leaves the firm.

What stayed in place

The firm did not have to replace NEOS, Needles, or another core system.

The workflow sits across Microsoft 365 and the systems the firm already uses. A paralegal can work from Outlook, Word, Teams, SharePoint, and approved exports from a case management platform without replacing the platform itself.

That matters because the useful first step is not a large systems project. It is identifying repeatable work, giving Copilot the right approved context, and building prompts that improve as the user learns what a good output looks like.

The guardrails

Faster drafting does not change professional responsibility.

Copilot drafts are not legal advice. Every output requires paralegal and attorney review before use. Prompts must explicitly prohibit predictions, guarantees, and legal conclusions. Sensitive information stays inside approved Microsoft 365 environments.

Those boundaries are part of AI readiness, not an obstacle to it. The firm still needs to know what Copilot can reach, which uses are approved, and who reviews the result. Our AI Governance briefing explains how policy, enforcement, training, and ownership keep that use defensible.

The outcome

A meaningful gain, reported by one experienced paralegal.

Following the training and early real-world use, an experienced paralegal reported an expected 10 to 25 percent efficiency gain. The expected gain increased as prompts became more refined.

That is one person's reported expectation, not a firm-wide study. The more important signal was what produced it: less context switching, more consistent first drafts, and more attention left for review and judgment.

In their words

I didn't realize that while summarizing an email, I could ask for all case information stored in SharePoint and build an attorney summary at the same time.
Experienced paralegal, post-training feedback

The result

What changed.

An experienced paralegal reported an expected 10 to 25 percent efficiency gain, increasing as prompts became more refined.

Related work

Next step

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