Legal AI stack advisory

Pick the AI stack your firm can defend.

We help solo and boutique firms decide what belongs in ChatGPT, Claude, Gemini, legal AI, or nowhere at all. The deliverable is a stack map: vendors, workflows, data classes, subscriptions, and no-upload zones.

Workspace Microsoft 365, Google, or mixed identity route
Matters Clio, CARET, MyCase, Filevine, legacy tools connect
Model OpenAI, Claude, Gemini, legal overlay assign
Boundary PHI, minors, criminal strategy, client rules exclude
The first mistake

Treating AI like one subscription.

A law firm stack is not a chatbot. It is email, calendar, matter management, intake, documents, research, signatures, billing, records, and client restrictions. The right answer changes by task. The wrong answer is letting each attorney improvise with a personal account.

What gets mapped

A defensible stack has named lanes.

Identity and workspace

The first routing decision is where the firm already lives.

Microsoft 365 firms, Google Workspace firms, and mixed firms should not get the same AI recommendation. Identity, admin controls, file storage, and calendar access determine the cleanest starting point.

Matter systems

Clio is different from CARET, Filevine, PCLaw, or a spreadsheet.

We separate practice-management data from general drafting. Matter-aware work needs extra vendor and access review.

Work types

Drafting, research, records, and intake belong in different lanes.

A model that is great for a client update may be the wrong place for medical records or court-citation work.

No-upload zones

Some facts should stay out until the controls are reviewed.

PHI, criminal strategy, minors, trade secrets, outside counsel rules, and court disclosure rules change the stack.

Subscriptions

One vendor is clean. Two vendors can be right. Five vendors need governance.

The question is not "what is best?" It is "who owns this workflow, under which terms, with which data class?"

Implementation plan

The output is a palette, not a magic answer.

Week oneInventory vendors, users, tasks, and sensitive data classes.
Week twoChoose provider spine, legal overlay, no-upload zones, and review workflow.
Week threePilot prompts, attorney verification, and handoff rules.
How work gets routed

Different work, different AI spine.

The same firm may use one provider for office workflows, another for long-document review, a legal overlay for research, and a hard stop for certain facts.

Route by work type.

Before choosing a subscription, name the task, data class, review owner, and tool lane.

Decision lanes 4
Office workflow Drafting, intake, spreadsheets
Approved lane

Draft, summarize, classify, and automate only after the data class is approved.

ChatGPT Business
Long documents Contracts, records, depositions
Approved lane

Use for document-heavy synthesis with explicit attorney review and source checking.

Claude Team
Legal accuracy Research, citations, court rules
Controlled lane

Research needs legal-specific tooling, citation controls, and verification records.

Restricted facts PHI, minors, strategy, client rules
Hard stop

Hold uploads until terms, retention, access, and disclosure rules are reviewed.

No-upload zone
Run the stack brief

The quiz now has its own focused path.

The intake is now a slide-by-slide flow with breadcrumb progress and a generated stack palette at the end. It is still preliminary and non-binding, but it is easier for a solo or boutique firm to move through without staring at a wall of form fields.

Question-by-question intake

The path asks for firm profile, workspace, legal systems, AI work, sensitive-data flags, subscription posture, and notes. The final screen generates the same preliminary provider spine and consulting scope.

The palette we pressure-test

One of these is usually the spine. The rest are exceptions.

ChatGPT Business

Good default for operations, drafting support, internal assistants, analytics, spreadsheets, and lightweight automation.

2+ seats. Broad workspace.

Claude Team

Strong fit for long-form drafting, document review, contracts, deposition prep, and synthesis-heavy work.

5+ seats. Long documents.

Gemini in Workspace

Cleanest when the firm already lives in Gmail, Drive, Docs, Calendar, and Meet and wants low-friction rollout.

Workspace-native.

Legal AI overlay

Research, citations, practice-management data, document automation, and regulated legal workflows may need legal-specific tooling.

Case-by-case.
Bring the stack

Leave with a plan your firm can explain.

Book the stack call