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AI Operations for Law Firms

Turn Repetitive Work Into Controlled AI Workflows

AI creates the most value when it improves a real workflow—not when it becomes another tool attorneys have to remember to use. We help law firms identify where time is being lost, redesign the process, implement the right combination of automation and AI, and build attorney review into the workflow.

Process first. AI second.

Assess Your AI OpportunitiesDiscuss an AI Workflow

Already experimenting with AI? We can help turn isolated tools and prompts into repeatable firm workflows.

AI across the client lifecycle

AI Across the Client Lifecycle

Prospect
  • structured intake
  • intake summaries
  • matter-type classification
  • information completeness checks
  • consultation preparation
Intake
  • structured intake
  • intake summaries
  • matter-type classification
  • information completeness checks
  • consultation preparation
Consultation
  • consultation briefing
  • relevant fact summaries
  • follow-up task generation
Engagement
  • onboarding checklists
  • document-request lists
  • matter-specific task creation
  • internal workflow initiation
Onboarding
  • onboarding checklists
  • document-request lists
  • matter-specific task creation
  • internal workflow initiation
Matter Work
  • document summarization
  • chronology preparation
  • information extraction
  • first-draft assistance
  • matter knowledge organization
Client Communication
  • draft status updates
  • follow-up reminders
  • information-request drafting
Billing
  • draft time-entry narratives
  • unbilled-activity review
  • administrative workflow automation
Closeout
  • closeout checklists
  • client communication drafts
  • document-retention tasks
  • follow-up and referral workflows
Follow-up
  • closeout checklists
  • client communication drafts
  • document-retention tasks
  • follow-up and referral workflows

Process-first methodology

How We Redesign a Workflow

01

MAP

Document how the work happens today—including people, tools, handoffs, delays, and duplicate effort.

02

MEASURE

Identify where attorney and staff time is being consumed and which steps create friction.

03

DECIDE

Determine whether the right solution is process improvement, automation, AI assistance, or no change at all.

04

DESIGN

Create the future-state workflow, including data boundaries, systems of record, and human approval points.

05

IMPLEMENT

Configure the selected tools, automations, instructions, and integrations within the agreed scope.

06

VERIFY

Test the workflow, train the users, and measure whether the change actually improved the process.

Not every inefficient process needs AI. Sometimes the right answer is better automation—or simply a better process.

Human review framework

AI Does the Work It Should. Attorneys Keep the Decisions They Should.

AI role

What AI is permitted to assist with.

Data boundary

What client or firm information may enter the workflow.

Human review

Who must review or approve the output.

System of record

Which system contains the authoritative matter information.

Failure mode

What happens when AI output is incomplete or incorrect.

Auditability

What evidence exists showing how the workflow operated.

Governance

Which firm policies and controls apply.

Service offerings

Delivering practical workflow change with clear scope.

AI operations

AI Workflow Opportunity Assessment

Starting at $1,950

Find where AI and automation could create the most operational value before buying more tools.

Primary deliverable

AI Workflow Opportunity Map

  • leadership / stakeholder interview
  • current workflow review
  • major system inventory
  • repetitive-work identification
  • AI / automation opportunity analysis
  • risk and complexity assessment
  • prioritized workflow roadmap

Starting price assumes a focused small-firm assessment. Scope and price are confirmed before work begins.

Assess My Firm

AI operations

AI Workflow Implementation Sprint

Starting at $4,500

Redesign and implement one high-value workflow.

Primary deliverable

Workflow implementation package

  • current-state workflow
  • future-state workflow
  • automation design
  • AI instructions / configuration
  • tool configuration
  • defined review gates
  • implementation
  • testing
  • written SOP
  • staff training
  • post-launch measurement plan

Scope, tools, and implementation steps are confirmed before work begins. We do not promise integrations the firm’s existing software cannot technically support.

Build a Workflow

AI operations

Client Lifecycle Transformation

Starting at $12,500

Redesign multiple connected workflows across the client lifecycle.

Primary deliverable

Multi-workflow transformation roadmap and implementation plan

  • intake
  • consultation
  • onboarding
  • matter administration
  • documents
  • communications
  • billing
  • closeout

This is a scoped transformation engagement. We first identify the workflows with the highest operational value rather than automating everything simply because we can.

Discuss a Transformation

Illustrative example

AI Workflow Opportunity Map

WorkflowTime / monthAI potentialImplementation complexityRiskHuman reviewPriority
New-client intake28 hours / monthHighLow–ModerateModerateRequired1
Client status update drafting18 hours / monthHighModerateModerateRequired2
Document chronology32 hours / monthHighModerateModerateRequired3
Conflict determination—LowHighHighRequired
Do not automate decision
Do not automate

Illustrative example

What Workflow Improvement Can Look Like

Current state

Website inquiry

↓

Staff reviews submission

↓

Staff calls prospect

↓

Information collected again

↓

Information entered manually

↓

Attorney reads notes

↓

Consultation

Future state

Structured intake

↓

Information completeness check

↓

AI-generated intake summary

↓

Rule-based workflow routing

↓

Consultation brief prepared

↓

Attorney review

↓

Consultation

The goal is not removing the attorney. The goal is making sure the attorney spends time where attorney judgment matters.

Technology positioning

We work with the systems your firm already uses.

We work with the systems your firm already uses where practical and recommend additional tools only when they support the workflow. Possible technologies may include Microsoft 365, Microsoft Copilot, ChatGPT Enterprise or Business, legal practice management platforms, document-management systems, CRM or intake platforms, workflow automation platforms, APIs, and approved AI tools.

Small firms and no IT team

You do not need an internal innovation team, AI specialist, MSP, or IT department to begin.

For firms with internal technology resources or an MSP, we work alongside those teams. For smaller firms, we can work directly with firm leadership and the employees who perform the workflow today.

Operations and governance work together

Operations and Governance Work Together

AI Operations

How should AI change the way our firm works?

  • workflow
  • automation
  • implementation
  • efficiency
  • human review
  • measurement
Explore AI Operations

AI Governance

Can we use AI safely and responsibly?

  • policies
  • confidentiality
  • approved tools
  • Copilot readiness
  • data controls
  • governance
Explore AI Governance

A productive AI workflow should also be a controlled AI workflow.

FAQ

Questions firms often ask before starting.

AI Operations focuses on redesigning the way legal and administrative work moves through the firm. We identify repetitive or inefficient workflows, determine where automation or AI assistance is appropriate, build in attorney review and data safeguards, and implement selected workflows.

No. AI Governance establishes the rules and controls for responsible AI use. AI Operations focuses on how AI and automation can improve specific firm workflows. Many firms eventually need both.

No. Our workflow designs identify where attorney judgment, review, and approval are required. The objective is to reduce repetitive work, not delegate professional judgment to an AI system.

No. We can work alongside your MSP or internal technology staff if you have them, or directly with firm leadership and employees if you do not.

Not necessarily. We begin with the workflow and the systems the firm already uses. New software should be introduced only when it solves a defined operational problem.

That is usually not the right starting point. We prioritize a small number of workflows based on potential value, complexity, risk, and the need for human review.

Next step

Start with the workflow that is costing the most time.

We can begin with a focused assessment, identify the best automation and AI opportunities, and design a controlled workflow that holds attorney review in the right places.

Assess Your AI OpportunitiesDiscuss an AI Workflow