What We’re Shipping in Whisperit v3: The AI-Native Legal Operating System for Lawyers

Over the last year, we interviewed and worked with more than a thousand lawyers. Whisperit v3 is our bet: build the legal operating system for lawyers, powered by AI from the ground up.

This article is the clearest way I know to explain what we are building.

Not through abstract product language. Not through a feature checklist. But through six concrete user journeys that reflect how lawyers actually work every day.

This is what we are starting to ship at the end of March 2026. We will roll it out progressively to users. Some parts will arrive before others. But the direction is now very clear.

The core idea is simple: lawyers do not need another disconnected tool. They need one system that brings together cases, documents, email, knowledge, collaboration, drafting, voice, and AI workflows in one place.

That is our bet with v3.

1. Starting My Day — Dashboard, Cases & Staying on Top of Things

I'm a litigation partner arriving at the office at 8am. I open Whisperit and my dashboard immediately shows me what matters: the last comments my associates left overnight on the Dupont v. Gentech brief, two new tasks assigned to me, and a notification that opposing counsel filed a motion yesterday.

The header is clean and consistent — every page in Whisperit looks the same, with a breadcrumb trail that tells me exactly where I am whether I'm in a case, my vault, or the settings.

I tap the notification bell — a dedicated notification view shows me everything unread: a colleague tagged me in a comment, a shared document was updated, a calendar event changed. I mark the less urgent ones as read and archive the rest.

I switch to my cases — they're displayed as a beautiful Kanban board grouped by status: New, Discovery, Pre-Trial, Closed. I can drag a case card from one column to another. The case creation form is dead simple now — just a name and a type, no more overwhelming fields.

I star my three most active cases so they always appear in my favorites page — one click, any entity, done.

My task list is as minimal as Apple Reminders — just one-liners, no clutter, I see what's due today and I check them off.

From the activity timeline, I can see in one glimpse everything that happened in the workspace — comments, edits, file uploads — across My Vault, Shared Vaults, and the whole firm.

2. Researching a Case with My AI Assistant

I'm deep in the Dupont v. Gentech case and I need to find every clause about indemnification across 150 uploaded documents.

I open the AI Assistant — it slides in from the side as a clean, unified panel that looks the same whether I open it from a case, a document, or my vault.

Because I opened it from within the case, the assistant already knows the context — it knows which case I'm working on, which documents are in scope, and what parties are involved.

I type:

"Find all indemnification clauses across the Gentech contract folder."

I can also @tag any entity — I type @Gentech NDA 2024.pdf and the assistant instantly pulls it into context via OCR and RAG, even if it's a scanned PDF.

I can tag entire folders — @Discovery Documents — and the assistant will process up to 100 files at once.

Instead of typing entity names, I just drag and drop a folder directly from my vault into the assistant input.

I also attach a file directly to the conversation for deeper analysis.

The assistant responds with a structured analysis, and every claim is backed by inline citation chips — little clickable pills like [Gentech NDA §4.2] that I click to jump straight to the source paragraph.

Each file in the case shows a small RAG indicator so I know which files have been indexed and are searchable by the AI.

I ask the assistant to draft a summary memo — it produces a draft action I can review, edit, and then push directly into a new document.

I can even tag the assistant output as a comment on a specific document for my colleague to review later.

3. Drafting & Editing Documents with Voice and AI

I need to draft a 20-page legal brief for the Gentech case.

I create a new document. I pick a template from our firm's gallery — it comes pre-loaded with our letterhead, font styles, heading hierarchy, and standard structure for litigation briefs.

Now I start drafting.

Instead of typing, I switch to voice dictation — I speak naturally and Whisperit transcribes verbatim.

But when I want to restructure a paragraph, I switch to voice command mode. I say:

"Move the last paragraph before the introduction and make it more formal."

The AI executes the edit.

The voice recording is resilient — even if my WiFi drops during a long dictation session, not a single word is lost.

For the complex edits I need to do across multiple sections, I use the Smart AI Doc Edit.

I type a natural-language instruction like:

"Replace all references to 'Defendant' with 'Respondent' and update the table of contents accordingly."

The AI shows me a clean diff I can accept or reject, section by section.

If the formatting is off — wrong margins, inconsistent heading styles — I tell the AI to:

"Fix the layout to match our firm template."

When I'm done, I export the document to Word with our firm's header, footer, footnotes, track changes, and comments all perfectly preserved — my client receives a professional .docx file as if it were written in Word from the start.

I also need to turn yesterday's 2-hour client meeting recording into structured minutes — I pick a meeting template and the AI automatically applies it to the transcript, producing clean notes with action items.

4. Managing Emails & Client Communication

Between court appearances, I check my emails inside Whisperit — no need to switch to Outlook.

My inbox syncs progressively and caches intelligently, so even with thousands of emails it's fast.

I manage multiple email accounts — my firm email and my personal bar association account — all in one place, with sub-folders properly displayed.

An opposing counsel sent me a settlement agreement as a PDF attachment.

I drag and drop it straight into the Gentech case folder in my vault — or I click a button to save the attachment directly to any workspace area through a global save modal.

I want my associate to review this settlement draft, so I open the email and leave a comment right there:

"Sarah, please review §3 on liability caps before Thursday."

Comments work the same way on emails, documents, and cases — one unified experience.

The email-to-vault sync keeps everything consistent — no files go missing between my mailbox and my case files.

5. Organizing Files, Syncing & Collaborating Across the Firm

All my files live in vaults.

Whether I'm in My Vault, the Shared Vault, or inside a Case's Documents tab, the experience is identical: I create folders, sub-folders, move files around, rename, delete, all with the same UI components.

I need to share the Gentech discovery folder with my associate Sarah.

I right-click, hit Share, set her permission to Editor, and she immediately sees it in her Shared Vault.

Permissions are granular — I can share a single file, a folder, or an entire case.

The firm uses OneDrive / SharePoint for its official document management system, so my vaults sync bidirectionally.

When I update a brief in Whisperit, the Word file on SharePoint updates automatically.

Whisperit smart documents appear on OneDrive as clickable .url files that open in Whisperit.

I recorded a client meeting on my phone and drag the audio file into the case folder — Whisperit automatically offers to transcribe it through the assistant.

As the firm's managing partner, I also control who can access what — module-level permissions let me decide which associates can see billing, which can access the AI assistant, and which templates are firm-wide vs personal.

6. Running AI-Powered Case Analysis & Advanced Skills

I've just received 200 new documents from opposing counsel in discovery.

Instead of spending days reading them, I trigger a case analysis.

I open the case, click New Analysis, select the folder with the 200 documents, and launch an AI workflow that reads, classifies, and summarizes everything.

This analysis is powered by Skills — pre-built AI workflows that the firm's admin or I can customize.

The Skills UI is clean and organized across the entire app.

I browse the public templates gallery where other firms share useful skill templates — contract review, due diligence checklists, regulatory compliance scans — and I import the ones I need.

For my firm's proprietary legal analysis workflow, I build a custom skill that chains multiple AI steps together:

• extract key dates
• identify risks
• flag inconsistencies
• generate a summary memo

These workflows run as sandboxed agents that can interact with files, run code, and produce structured outputs safely.

Under the hood, the firm's admin has configured the AI provider settings — choosing which LLM powers the assistant, setting API keys at the workspace level, and allowing individual lawyers to override with their own preferred model if they want.

Want to Test Whisperit v3?

If this is the kind of product you have been waiting for, you can register your interest and we will reach out as we progressively open access.

We are starting the v3 rollout at the end of March 2026, first with a smaller group of users and then more broadly over time.