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We are legal and technical experts that work with the best AI tools on the market to help legal departments, law firms and government agencies integrate the right AI into real workflows.

We’re not here to push a particular brand of AI software. We’re here to help you discover and implement the best AI solutions for your practice.
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You do not need another transformation project. You need to know what to fix.

TURNKEY LEGAL OPERATIONS SOLUTIONS

Start with one. Add another when the first one delivers.

What sounds familiar?

Most legal departments carry the same four problems. They show up differently on every invoice, in every vendor conversation, and in every planning cycle. But the underlying pattern is the same.

You have legal data in more places than you know.

Law firms, review platforms, archives, and internal systems all hold copies. Nobody has a complete map. You are paying for storage you cannot see.

Your litigation spend is hard to explain at the portfolio level.

Matter-level tracking does not reveal cross-matter patterns. The billing irregularities, the over-scoped holds, the platform fees that compound over time — those are invisible until someone looks across the whole picture.

AI tools are already in use. Policy has not caught up.

Your attorneys and staff are using ChatGPT, Copilot, and similar tools for legal work today. Whether that use is managed, audited, or even known to leadership is a different question.

Manual workflows survive because nobody has time to redesign them.

Contract review, compliance tracking, hold management — tasks that could run on structured processes are running on individual effort and institutional memory. The risk compounds when people leave.

Remediation always costs more when it starts later.

Data cleanup that takes weeks now takes months after a litigation trigger. Automation that is straightforward today becomes a rebuild project after a platform change. The cost of waiting is real, even when it is not yet visible.

The solutions already exist. The problem is getting a clear picture first.

Every service Lex Materia offers starts with structured analysis before recommending any action. We do not sell platform implementations. We find what needs to change and tell you exactly what that looks like.

You can fix this without a transformation project.

Each engagement is scoped, time-bounded, and designed to deliver a specific answer or output. You do not need to commit to a roadmap to start.

Focused solutions. Specific deliverables. No retainer required.

Seven services across two operational families. Each one is designed to be completed in a defined engagement with a specific deliverable at the end. Start with the problem that is most visible. Add the next one when it makes sense.

Find Hidden Cost and Discovery Risk

These four services work through your existing matters, data environments, and contracts to surface what you are already paying for unnecessarily, what risk is embedded in your current data estate, and what a structured remediation effort would cost to fix.


Data Caterpillar Report

See where data lives, what it costs, and what you can safely retire.

The problem: Most legal departments do not have a current map of where client matter data actually lives. Copies accumulate across law firm repositories, review platforms, vendor archives, internal file shares, and forgotten cloud storage. You are paying to store and sometimes re-process data that could be defensibly deleted.

Key question: Where is our legal data, what are we paying for it, and what can we safely get rid of?

Best suited for: GCs and legal ops leaders who suspect data management costs are higher than they should be but do not have a consolidated view across matters and vendors.

What we do
  • Map active and legacy matter data across law firms, vendors, review platforms, and internal systems
  • Identify redundant copies, stale repositories, and data held beyond defensible retention periods
  • Estimate monthly carrying costs by environment and data class
  • Produce a prioritized remediation list with estimated effort and risk
Deliverables
  • Data environment map (current state)
  • Redundancy and cost analysis by repository
  • Defensible deletion candidate list with rationale
  • Remediation priority matrix

Business result: A clear picture of what your data estate looks like, what it costs, and where targeted remediation would reduce ongoing spend.

Scope note: We do not delete anything. We produce the map and the plan. Execution decisions remain with your team and counsel.


Legal Hold and Preservation Savings Review

Find out if your legal hold program is costing more than it should.

The problem: Legal holds that are never lifted, custodians added out of habit rather than necessity, and preservation instructions that exceed what the matter actually requires are common. Each of these costs money in storage, in data processing, and occasionally in review. The problem is almost never visible until someone looks.

Key question: Are our legal holds proportionate to what our matters actually require, and are we releasing data defensibly when matters close?

Best suited for: Legal ops and GC offices managing ten or more active legal holds who have not audited the program in the past two years.

What we do
  • Review active legal holds for scope proportionality and custodian accuracy
  • Identify holds that should have been released based on matter status
  • Estimate storage and processing cost attributable to over-preservation
  • Flag process gaps that are creating hold creep
Deliverables
  • Active hold audit summary
  • Release candidates with supporting rationale
  • Over-preservation cost estimate
  • Process gap report with recommended fixes

Business result: A documented basis for releasing holds you should not still be carrying, with an estimate of the cost reduction that follows.

Scope note: Release decisions require legal judgment from your counsel. We provide the analysis and documentation; your team makes the call.


Hidden Discovery Risk Analysis

Find the discovery risks that are already embedded in your data estate before the next matter surfaces them.

The problem: Litigation and regulatory investigations do not create risk. They reveal it. The risk was already there, in how data is stored, retained, classified, and controlled. Most legal departments only see this clearly once a matter is underway and the cost of fixing it has already compounded.

Key question: What discovery problems are already embedded in our current data environment that we have not yet been forced to deal with?

Best suited for: Legal and IT leadership at organizations with complex data environments, recurring litigation exposure, or recent regulatory inquiry.

What we do
  • Review data governance, retention, and classification practices against discovery obligations
  • Identify structural gaps that increase collection scope, review volume, or defensibility risk
  • Map high-risk data environments (unsupervised cloud storage, departed custodians, informal communication channels)
  • Produce a risk register with severity ratings and remediation options
Deliverables
  • Discovery risk register with severity ratings
  • High-risk environment inventory
  • Gap analysis against common discovery obligations
  • Recommended remediation options with relative effort and impact

Business result: A current-state risk picture you can use to prioritize remediation, brief senior leadership, and make informed decisions about where to invest in data governance.

Scope note: This is an advisory analysis, not a legal opinion. Your counsel should review findings before acting on them.


Litigation Operations and Spend Diagnostic

Get a clear picture of where your litigation spend is going and whether it is proportionate.

The problem: Litigation spend is often tracked at the matter level but rarely analyzed across matters in a way that reveals structural patterns. Firms billing at unexpected rates, review platforms pricing by the gigabyte, and matter management workflows that create unnecessary work are hard to see in individual invoices.

Key question: Across our active and recently closed matters, where is spend concentrated, and is it proportionate to what those matters actually required?

Best suited for: GCs and legal ops teams with ten or more active litigation matters who are managing outside counsel spend but lack consolidated visibility across the portfolio.

What we do
  • Analyze litigation spend across active and recently closed matters by firm, matter type, phase, and task code
  • Identify billing patterns that deviate from your guidelines or from portfolio norms
  • Review vendor and platform costs relative to matter scope and outcome
  • Produce a spend diagnostic with findings and negotiation or process recommendations
Deliverables
  • Portfolio spend analysis by firm, matter type, and phase
  • Billing anomaly report with flagged line items
  • Vendor cost analysis
  • Spend reduction recommendations with estimated impact

Business result: A documented, cross-matter view of litigation spend that identifies where costs are disproportionate and provides a factual basis for renegotiation or process change.

Scope note: We do not negotiate directly with outside counsel on your behalf. We provide the analysis that informs those conversations.

Build Safer, Repeatable Legal Workflows

These three services address how your team works: where AI tools are being used without guardrails, where workflows are manual when they do not need to be, and where the legal function lacks a structured, defensible way to operate at scale.


Public LLM Safe Use Review

Know exactly where public AI tools are being used in your legal workflows, and where that creates risk.

The problem: People are already using ChatGPT, Copilot, Gemini, and similar tools for legal work. This is not hypothetical. The question is whether your department knows which workflows depend on them, whether confidential information is being submitted to public models, and what your exposure is if that practice continues unmanaged.

Key question: Where are our attorneys and legal staff using public AI tools today, and what is the actual risk exposure?

Best suited for: Legal departments at organizations that have not yet implemented formal AI use policies, or where existing policies have not been audited for compliance.

What we do
  • Interview legal team members to document current AI tool use by workflow type
  • Classify each identified use case by data sensitivity and risk profile
  • Assess policy gaps against applicable bar guidance, data protection obligations, and client confidentiality requirements
  • Produce a risk-ranked inventory of current use cases with recommended controls or prohibitions
Deliverables
  • AI use inventory by workflow and tool
  • Risk classification by use case
  • Policy gap analysis
  • Recommended controls and prohibited use categories

Business result: A documented, defensible record of where AI tools are being used in your legal workflows, with a clear map of which uses are acceptable, which require controls, and which should stop.

Scope note: This is a workflow and risk assessment, not a legal opinion on ethics rules or bar compliance. Your ethics counsel should review the policy recommendations.


Legal AI Workflow Sprint

Design and test a working AI-assisted workflow for one targeted legal task in a fixed engagement.

The problem: Most legal departments experimenting with AI are either doing ad hoc prompting with no process behind it, or waiting for an enterprise platform purchase to move forward. Neither produces a reliable, repeatable workflow. The gap is between a tool that exists and a process that actually works in practice.

Key question: Can we build a working, supervised AI workflow for this specific legal task that our team can actually use consistently?

Best suited for: Legal teams with a specific high-volume or time-intensive task they want to test against an AI-assisted process, with legal supervision built in.

What we do
  • Define the target workflow, inputs, outputs, and quality criteria with your team
  • Design the prompt architecture and review checkpoints
  • Run structured testing with your legal staff against real work product
  • Document the production workflow with step-by-step operating instructions
Deliverables
  • Workflow design document
  • Prompt library for the target task
  • Test results and accuracy assessment
  • Production-ready operating procedure

Business result: A tested, documented AI-assisted workflow for one specific legal task that your team can use immediately, with built-in quality controls and clear boundaries on where human review is required.

Scope note: Engagements are scoped to a single workflow. This is not a platform implementation or an enterprise AI strategy project.


Legal and Compliance Automation Blueprint

Map which legal and compliance workflows are worth automating and what it would actually take.

The problem: Legal operations has no shortage of manual workflows. The harder question is which ones are worth automating, in what order, with what tools, and at what cost. Most automation initiatives fail not because the technology is wrong but because the workflow was not well-understood before the build started.

Key question: Which of our legal and compliance workflows are the best candidates for automation, and what would a realistic implementation plan look like?

Best suited for: Legal ops and GC offices considering investment in workflow automation tools or platforms and wanting a structured prioritization before committing resources.

What we do
  • Document current state for target workflows through structured interviews and process review
  • Assess each workflow against automation feasibility criteria: volume, variability, exception rate, data quality, downstream dependencies
  • Rank candidates by ROI potential and implementation complexity
  • Produce an implementation blueprint for the top-tier candidates, including tool options, integration requirements, and phasing
Deliverables
  • Current-state workflow documentation
  • Automation feasibility assessment by workflow
  • Prioritized candidate list with ROI rationale
  • Implementation blueprint for top candidates

Business result: A clear, evidence-based automation roadmap your team can use to make investment decisions, sequence projects, and brief senior leadership on what to expect.

Scope note: We produce the blueprint and the prioritization. Build decisions and vendor selection remain with your team. We can advise on those separately.

Focused in. Useful out.

Every engagement follows the same four steps. Scope is set before the work begins. Deliverables are defined in the statement of work. No open-ended retainers.

1. Scoping call

One conversation to confirm fit, clarify the problem, and define exactly what we will analyze and deliver.

2. Document and data review

We work from what you already have: invoices, hold logs, vendor contracts, platform exports, process documentation. We do not require a large data transfer or platform access to begin.

3. Analysis and findings

We produce a structured analysis of what we found, what it costs, what the risk is, and what the options are. This is not a deck of recommendations — it is a working document with specific findings.

4. Deliverable and debrief

You receive the deliverable as defined in the engagement scope. We walk through it with your team and answer questions. What happens next is your decision.

Every engagement ends with a deliverable your team can use.

We do not produce slide decks with recommendations your team cannot act on. Every engagement produces a specific, structured output: a map, an audit, a register, a blueprint, a workflow document, or a cost analysis. The deliverable is defined before the engagement starts.

  • Current-state maps and inventories your team can maintain
  • Risk registers with severity ratings and remediation options
  • Cost analyses with factual basis for negotiation or process change
  • Workflow documentation your team can operate and audit
  • Implementation blueprints with phasing, sequencing, and tool options
  • Production-ready operating procedures for AI-assisted workflows

We analyze. You decide.

Lex Materia does not implement technology platforms, negotiate directly with outside counsel, make legal judgments, or take custody of client data beyond what is needed for the analysis. We produce structured, evidence-based work product that enables better decisions. What your team does with those decisions is yours to determine.

This is not a limitation. It is the point. Legal departments do not need another vendor with an implementation dependency. They need better information, faster, with less overhead.

Why Lex Materia

We are not a law firm, a technology vendor, or a staffing company. We are a legal operations firm that works in the space between legal, IT, and operations — the space where most of the waste and most of the risk actually live.

We start with the problem, not the solution.

Every engagement begins with structured analysis of your current environment. We do not arrive with a recommended platform or a preferred methodology. We map what is actually happening before we suggest anything.

Our deliverables are specific and bounded.

The scope is defined before the work starts. You know what you are getting, when you will get it, and what it will cost. No scope creep. No retainer dependency.

We work from your existing materials.

Invoices, hold logs, vendor contracts, platform exports, process documentation. We do not require a platform deployment or a long integration process to begin delivering value.

We do not create implementation dependency.

We produce analysis and documentation. Your team makes decisions. You are not locked into Lex Materia to act on what we find.

We work across legal, IT, and operations without requiring alignment first.

Most legal operations problems live at the intersection of departments that do not naturally coordinate. We are built to work in that space.

Start with the problem that is costing you the most right now.

Every engagement is scoped to a specific problem and a specific deliverable. Tell us what you are dealing with. We will tell you whether we can help and what that would look like.

Common questions

Do I need to commit to a full engagement before I understand what I am getting?

No. We start with a scoping call at no charge. That conversation defines exactly what the engagement would produce, what it would cost, and how long it would take. You decide whether to proceed after that.

Are these services available to smaller legal departments?

Yes. The engagements are designed to be proportionate to the problem, not to the size of the organization. Some of our most efficient engagements have been with legal departments of fewer than ten attorneys who had a specific, well-defined problem.

Do you work with outside counsel or directly with in-house teams?

Primarily with in-house legal and legal operations teams. Outside counsel may be involved in the delivery of a specific engagement where legal judgment is required, but our client relationship is always with the in-house function.

How long does a typical engagement take?

Depends on the service and the scope. A focused diagnostic like the Legal Hold Savings Review typically runs two to four weeks. A more complex analysis like the Hidden Discovery Risk Analysis or the Automation Blueprint may run four to eight weeks. Timelines are agreed in the statement of work.

What if we already have a vendor handling one of these areas?

We often work alongside existing vendor relationships. Our engagements focus on analysis and documentation, not platform implementation. If you have a review platform, a hold management tool, or an outside counsel relationship in place, we work around those, not through them.