Legal
Where AI fits in a law firm, from intake to billing.
AI can help at almost every step of a legal matter, from intake to billing. Here is where it tends to fit, for firms of every size and practice area.
AI can help at each of the nine stages of a legal matter.
Open any stage to see the kinds of work AI can take on there.
01Client intake & conflict checkStreamline the initial engagement process with automated intake forms and conflict-of-interest screening to ensure compliance and accuracy from day one.Where AI helpsHide
Smart intake formsAI-powered intake forms with intelligent field validation and matter classification to capture complete, consistent client information.
Conflict screeningAutomated conflict-of-interest screening against firm knowledge bases and matter histories that runs in seconds.
Risk assessmentInitial matter classification and risk scoring to surface high-stakes engagements before they're accepted.
02Legal researchAccelerate case law research and analysis with AI that identifies relevant precedents, analyzes statutes, and summarizes briefs in minutes instead of hours.Where AI helpsHide
Case law researchAI-powered search with relevance ranking across statutes, regulations, and judicial opinions, putting the most material authorities first.
Statute analysisApplicability scoring and plain-language summaries of regulatory provisions across jurisdictions.
Precedent matchingComparative analysis of analogous cases with citation networks to identify favorable and adverse authority.
Brief summarizationRapid extraction of key holdings, procedural posture, and dispositive facts from lengthy filings.
03Document draftingGenerate polished first drafts of contracts, motions, and briefs from firm templates and clause libraries, which cuts the time spent on first drafts considerably.Where AI helpsHide
Contract draftingAI assembles first drafts from firm-approved templates, clause libraries, and prior work product, customized to the matter.
Intelligent clause assemblySuggested provisions based on deal type, jurisdiction, and risk profile, with alternatives ranked by favorability.
Motion & brief generationFirst-draft motions and briefs grounded in your research memo, structured to the court's local rules.
Style consistencyAutomated checking for consistent defined terms, cross-references, and formatting across multi-party documents.
04Document review & due diligenceScale review efforts with AI-assisted analysis that flags privilege, assesses relevance, and accelerates M&A due diligence across large document sets.Where AI helpsHide
Privilege detectionAI-assisted review identifies potentially privileged communications for attorney eyes before production.
Relevance scoringPrioritization and batching of review queues so attorneys address the most material documents first.
M&A due diligenceAccelerated review of data room materials with automated gap analysis across standard diligence categories.
Issue clusteringAI groups documents by theme and risk type across large sets, enabling faster pattern recognition.
05Contract managementMaintain centralized contract intelligence with AI-driven obligation extraction, automated renewal alerts, and proactive risk flagging across your portfolio.Where AI helpsHide
Obligation extractionAI parses executed agreements to identify and track key obligations, milestones, and representations.
Renewal alertsAutomated notifications for upcoming expiration, renewal, and notice deadlines, sent before they're missed.
Risk assessmentContinuous flagging of non-standard terms, unusual indemnities, and liability exposure across the contract portfolio.
CLM integrationStructured data feeds into contract lifecycle management platforms for searchable, auditable obligation tracking.
06Litigation & case strategyInform case strategy with predictive analytics on outcomes, judge and venue analysis, and settlement modeling to optimize every litigation decision.Where AI helpsHide
Outcome modelingPredictive analytics on case outcomes based on factual profile, jurisdiction, and comparable matters.
Judge & venue analysisHistorical disposition data, motion grant rates, and procedural tendencies by judge and court.
Settlement modelingExpected value analysis and settlement probability ranges to support informed client counseling.
Opposing counsel intelligenceAnalysis of opposing counsel's prior cases, argument patterns, and win rates to sharpen strategy.
07Compliance & regulatoryStay ahead of regulatory changes with automated monitoring, gap analysis, and policy update automation for continuous compliance across practice areas.Where AI helpsHide
Regulatory monitoringAutomated tracking of rulemaking activity, agency guidance, and legislative developments across relevant jurisdictions.
Gap analysisComparison of current client policies and procedures against updated regulatory requirements with prioritized remediation steps.
Policy update automationDrafting and distribution of updated internal policies in response to regulatory changes.
Audit readinessOngoing assessment of compliance posture with documentation packages ready for regulatory review.
08Billing & practice managementStreamline financial operations with automated time entry, invoice review, matter budgeting, and staffing optimization to protect realization rates.Where AI helpsHide
Automated time entryAI reconstructs billable time from emails, documents, and calendar events, which reduces write-offs from forgotten entries.
Invoice reviewAutomated pre-billing review flags non-compliant entries, duplicates, and billing guideline violations before invoices go out.
Budget trackingReal-time matter budget variance analysis with early warning alerts when spending is trending over estimate.
Staffing optimizationResource allocation recommendations to match matter demands with available attorney capacity and skill profile.
09Client communication & reportingEnhance client relationships with AI-generated status updates, automated reporting, and intelligent portal interactions that keep clients informed without attorney interruption.Where AI helpsHide
Status updatesAI-generated client communications summarizing matter progress, recent activity, and next steps, drafted for attorney review and approval.
Automated reportingScheduled matter status reports with budget-to-actual comparisons and milestone tracking for sophisticated clients.
Portal intelligenceClient portal search and Q&A powered by matter documents and communications history.
Billing narrativesAI-generated invoice descriptions that are clear, compliant, and defensible, which reduces billing disputes.
What the research shows about AI in legal practice
200 hours
Time professionals expect AI to free up for them each year. For a US lawyer, Thomson Reuters puts that at up to $100,000 in additional billable time. These are respondents' predictions, not measured results.
26%
Share of legal professionals using generative AI in 2025, nearly double the 14% reported in 2024.
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