AI for Law firms
Keep the matter moving while you practice law.
Intake, documents, deadlines and billing should support the legal work. Organize the administrative path around each matter, with the firm's lawyers retaining judgment and control.
You should be able
to focus on the work.
Intake calls arrive while the office is in court.
Matter documents are retyped and sorted by hand.
A critical deadline lives in one person's head.
Start where the
pressure is.
These are starting points for a conversation. We scope the workflow around your people, your tools, and the permissions you approve.
Intake organization and conflict-review preparation
Matter-based document classification and extraction
Attorney-reviewed deadline and docket workflows
Billing, collections and trust-account reconciliation support
Controlled knowledge retrieval and evidence preparation
AI for Law firms
Explore the work
we can help with.
These are sector-specific systems we can build, with lawyers retaining legal judgment. Delivered capabilities are identified separately in the build library.
75 capabilities and opportunities across 15 areas of the business.
These are opportunities we can scope with your business. They are not presented as previous client projects. Each entry describes a function, not a separate customer or build.
Conflicts and new-business acceptance
Back to categories ↑Party-name extraction
Extract potential clients, counterparties, affiliates, witnesses, and aliases from intake materials.
Conflict-search orchestration
Run approved searches across authorized firm records and preserve queries and results.
Potential-match review packets
Present supporting records and ambiguity for the conflicts attorney; never issue autonomous clearance.
Prospective-client access restrictions
Limit visibility of unaccepted inquiries and associated confidential information.
Waiver workflow administration
Track attorney-requested disclosures, approvals, signatures, and restrictions without deciding whether waiver is permissible.
Acceptance decision routing
Record who accepted, declined, or requested more information and what conditions apply.
Non-engagement letter preparation
Populate approved templates for attorney review, including matter-specific warnings only when counsel supplies them.
Engagement and onboarding
Back to categories ↑Matter-opening workflow
Create approved folders, matter records, teams, and initial tasks after acceptance.
Document intake and matter organization
Back to categories ↑Attachment-to-matter routing
Suggest filing locations for emails and attachments with confidence thresholds.
Matter index generation
Build a navigable index with document identifiers, dates, authors, and access-controlled links.
Matter knowledge and institutional memory
Back to categories ↑Matter-specific search assistant
Answer questions from authorized matter files with document and page references.
Approved precedent library
Organize reusable templates separately from client-restricted work product.
Ethical-wall-aware retrieval
Enforce matter permissions at search and answer generation, including cached outputs.
Legal research assistance
Back to categories ↑Research issue decomposition
Draft research questions from an attorney-defined problem and stated jurisdiction.
Authority discovery support
Locate candidate authorities through authorized research sources without treating model recall as authority.
Case-summary drafts
Summarize supplied opinions with pinpoint references and stated limitations.
Statute and rule comparison
Compare supplied versions, jurisdictions, and effective dates for lawyer review.
Adverse-authority search support
Organize potentially contrary authorities for independent attorney examination.
Research memorandum assembly
Draft structured analyses grounded in verified materials and identify unresolved questions.
Citation verification workflow
Check authority existence, quotations, pinpoints, relevance, and treatment through authorized sources and human review.
Legal-update monitoring
Track selected official sources and route potential changes to responsible attorneys.
Drafting and work-product quality
Back to categories ↑Pleading draft assistance
Draft sections from attorney-selected allegations, authorities, and forms without inventing facts.
Litigation and evidence preparation
Back to categories ↑Factual chronology drafts
Build source-linked timelines preserving conflicting dates and accounts.
Claims and defenses matrices
Organize attorney-specified elements against supporting and adverse evidence.
Witness file organization
Assemble relevant statements and exhibits without ranking credibility as established fact.
Deposition summary drafts
Summarize testimony with transcript page-and-line references and caveats.
Deposition outline assistance
Suggest questions from counsel’s objectives and verified record gaps.
Exhibit preparation checks
Verify approved numbering, cross-references, legibility, and document completeness.
Hearing preparation packets
Assemble attorney-selected briefs, exhibits, authorities, and procedural checklists.
Settlement scenario worksheets
Calculate attorney-defined scenarios and assumptions without autonomous negotiation or outcome guarantees.
Discovery, preservation, and production
Back to categories ↑Collection planning administration
Track counsel-approved custodians, sources, collection steps, and outstanding requests.
Legal hold administration
Distribute approved hold notices and track acknowledgments, reminders, and escalations.
Review prioritization
Suggest likely responsive documents for validated attorney-supervised review.
Privilege candidate detection
Flag possible privileged material for legal determination, never automatic privilege clearance.
Privilege-log drafts
Populate draft entries from reviewed documents with source traceability and attorney approval.
Production quality checks
Check approved production sets for numbering, missing files, metadata, and redaction failures.
Discovery response tracking
Monitor requests, counsel-approved due dates, objections, deficiencies, and follow-up tasks.
Calendaring, deadlines, and filing preparation
Back to categories ↑Notice and order extraction
Extract candidate dates and obligations from court notices with page-level provenance.
Deadline calculation integration
Connect validated rules-based calendaring tools with jurisdiction, trigger, and rule-version records.
Dual-review deadline workflow
Require designated personnel to confirm critical dates before authoritative calendar entry.
Calendar discrepancy alerts
Compare approved docket, matter, and team calendars and flag mismatches.
Court-rule checklist maintenance
Track verified court-specific formatting and procedural requirements with review dates.
Filing package preflight
Check approved documents, attachments, signatures, and filing selections before authorized submission.
Filing receipt reconciliation
Match submission acknowledgments and rejection notices to the matter and responsible staff.
Deadline escalation and fallback
Escalate unacknowledged critical tasks and maintain manual backup procedures.
Personal injury, insurance, and medical-record workflows
Back to categories ↑Medical-record request tracking
Track approved authorizations, providers, requests, received records, and outstanding gaps.
Medical chronology assistance
Draft treatment timelines tied to record pages, distinguishing documented diagnoses from inference.
Medical bill reconciliation
Organize billed, paid, adjusted, and outstanding amounts without assuming recoverability.
Demand package preparation
Assemble counsel-approved narratives, supporting records, and calculations for review.
Insurance document extraction
Extract policy language, stated limits, exclusions, and claim identifiers without deciding coverage.
Lien inquiry tracking
Track counsel-directed requests and responses without deciding enforceability or payoff amounts.
Claim communication timelines
Organize communications, offers, and requests with documented sources.
Settlement distribution drafts
Prepare worksheets from verified inputs; counsel and finance approve obligations and every disbursement.
Estate planning, probate, family, and immigration practices
Back to categories ↑Estate-planning intake organization
Structure client-supplied family, asset, beneficiary, and fiduciary information for attorney review.
Estate-document consistency checks
Flag mismatched names, roles, dates, and provisions across counsel-approved drafts.
Probate inventory preparation
Organize asset records and valuation evidence without autonomous valuation or legal classification.
Probate administration tracking
Track attorney-approved notices, tasks, filings, and supporting documents.
Family-law disclosure organization
Categorize supplied financial records and identify missing items against approved checklists.
Parenting and settlement draft comparisons
Compare supplied versions and flag changes for counsel without recommending custody outcomes.
Immigration packet assembly
Populate current attorney-approved forms from validated data and flag inconsistencies.
Immigration evidence tracking
Organize document requests, translations, and counsel-confirmed milestones without autonomous eligibility decisions.
Business, real estate, employment, and other specialist practices
Back to categories ↑Real estate diligence summaries
Extract issues from title, survey, lease, and closing materials for specialist review.
Employment investigation organization
Build neutral allegation and evidence matrices with restricted access and no autonomous credibility findings.
Bankruptcy document preparation
Organize supplied financial records and draft schedules for attorney and client validation.
Criminal discovery organization
Index evidence and transcript materials while preserving originals, access restrictions, and uncertainties.
IP portfolio administration
Track attorney-verified ownership records, renewal dates, correspondence, and filing status.
Regulatory and tax record assembly
Organize records and draft issue lists without autonomous legal conclusions or tax-position selection.
Trust accounting and financial safeguards
Back to categories ↑Trust record extraction
Prepare structured data from approved statements and ledgers for reconciliation review.
Three-way reconciliation support
Compare bank, control-account, and client-ledger balances under the firm’s validated procedure.
Ledger anomaly alerts
Flag potential negative balances, unexplained transactions, or mismatched matter identifiers.
Replenishment request drafts
Prepare attorney-approved requests based on verified balances and engagement terms.
Disbursement approval packets
Assemble authority, balances, supporting documents, and reviewer sign-offs without moving money.
Trust record completeness checks
Flag missing approvals, receipts, or client-ledger support.
Staffing, capacity, and matter economics
Back to categories ↑Contingency portfolio planning
Model cash timing and capital exposure using explicit assumptions, not guaranteed recoveries.
Security, confidentiality, and AI governance
Back to categories ↑Matter-level AI restrictions
Enforce client instructions and prohibit use where the engagement or policy disallows it.
Scope, suitability, data access and the need for human approval are assessed with you. A capability may be reused across systems.
A practical guide
AI for law firms: improve the administrative path around each matter
A matter can be waiting on a missing document, an unanswered intake question, or an internal handoff. Those administrative gaps are a practical place to examine AI assistance.
Read the guideQuestions owners ask
Can AI clear conflicts or determine legal deadlines?
Our approach keeps those decisions with the firm’s authorized legal reviewers. AI may assist with preparation, extraction, and routing, but the firm defines the verification and approval process.
Can we keep matter information away from external AI model providers?
A private deployment can be designed to keep selected model inputs and outputs within an environment managed by ProcessRoot. The firm should also review connected services, access permissions, retention, and support arrangements as part of the complete data flow.
Useful AI.
Clear boundaries.
Choose the work to improve and the data you are comfortable using. We help you decide what runs privately, what can use a hosted model, and where a person stays in charge.
Connected worlds
of work.
Start with your business.
What would you do
with more room?
More room to serve your customers. To grow your team.
To work on the business you set out to build.
No AI expertise needed.