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Structured Intelligence Across Matters, Contracts, and Knowledge
We engineer agents that organize legal intake, surface relevant knowledge, extract contract obligations, coordinate matter files, and prepare every piece of work for qualified legal review.
- Sector
- Professional & Regulated Services
- Agents on this page
- 6 purpose-built agents
- Control
- Approval checkpoints and audit trail
Legal work runs on documents, deadlines, and institutional knowledge — and most of it still moves through inboxes and folders.
A single matter can span hundreds of files across a document management system, an email thread, and a billing ledger, while the clause language that decides its outcome sits unindexed in prior work product.
Firms and in-house teams face the same structural pressure: clients expect faster answers and clearer status, while fee arrangements leave less room for hours spent on classification, extraction, and coordination. The expertise is not the bottleneck; the movement of information around it is.
Alpha Expansion engineers agent systems for this environment. They organize intake, classify document sets, extract obligations, track deadlines, and prepare summaries and drafts — always inside permissioned boundaries, always with qualified lawyers reviewing and approving the work that carries legal judgment.
Where the work slows down
Unstructured Intake
New matters arrive as free-form emails, calls, and portal messages with key facts missing. Someone has to reconstruct parties, scope, and urgency before conflicts can even be checked.
Large Document Sets
Diligence and disputes produce thousands of files that must be classified, deduplicated, and prioritized before substantive review can begin — hours that rarely fit the fee arrangement.
Manual Clause Extraction
Obligations, renewal dates, and liability terms are pulled from contracts by hand, one document at a time, and recorded inconsistently from matter to matter.
Scattered Matter Knowledge
Arguments, precedents, and negotiated positions from prior matters live in individual folders and individual memories, so the same research gets repeated across teams.
Deadline Coordination
Court dates, filing windows, and contractual notice periods sit across calendars, dockets, and contract text, with no single view of what is due and who owns it.
Repeated Client Updates
Clients ask for status the matter system already knows, and each answer is assembled manually from billing entries, documents, and email threads.
Six agents designed around this work
Matter Intake Agent
Turns unstructured inquiries into complete, conflict-checked matter records ready for a lawyer's engagement decision.
What it does
- Receives new inquiries from email, web forms, and the client portal and extracts parties, matter type, jurisdiction, and requested scope
- Checks extracted party names against the conflict database and flags potential conflicts for the responsible lawyer
- Requests missing details from the prospective client using approved intake templates
- Prepares a structured intake summary with source documents attached and routes it to the right practice group
- Records the engagement decision and its rationale in the matter management system
Works in
- Matter management
- Conflict database
- Secure client portal
A lawyer reviews every conflict flag and makes the engagement decision; the agent never accepts or declines a matter on its own.
Contract Analysis Assistant
Extracts clauses, obligations, and dates from contract sets and prepares them for lawyer verification.
What it does
- Retrieves executed contracts from the document management system and identifies clause types across the full set
- Extracts obligations, renewal windows, termination triggers, and liability caps into a structured register with source-page citations
- Flags non-standard language by comparing each clause against the firm's approved playbook positions
- Prepares side-by-side comparison tables across counterparty drafts for negotiation review
Works in
- Document management
- Contract repository
- E-signature
- Matter management
Every extracted term links back to its source text, and no obligation enters the official register until a lawyer confirms it.
Legal Research Assistant
Surfaces relevant authorities and prior firm work product so lawyers start from an organized brief instead of a blank search box.
What it does
- Retrieves candidate authorities, prior memos, and negotiated positions from the knowledge base and licensed research databases
- Prepares issue-organized research summaries with pinpoint citations for every source
- Flags authorities whose treatment status has changed since the firm last cited them
- Records which sources were consulted for each request so the research trail stays reviewable
Works in
- Legal knowledge base
- Licensed research databases
- Document management
Research output is a starting brief, not an answer — a qualified lawyer evaluates every authority before it shapes advice or a filing.
Case File Agent
Keeps each matter file complete, classified, and current as documents and correspondence accumulate.
What it does
- Receives incoming documents from email, the client portal, and completed e-signatures and files them to the correct matter
- Classifies filings, correspondence, evidence, and drafts using the firm's taxonomy and names them to convention
- Checks each matter file against the completeness checklist for its matter type and flags gaps to the matter team
- Updates matter timelines when orders, key filings, or executed versions arrive
- Routes documents containing privileged or restricted material into limited-access folders per the firm's ethical walls
Works in
- Document management
- Matter management
- E-signature
Reclassifying privileged material, deleting a document, or sharing one externally requires sign-off from the matter's supervising lawyer.
Deadline and Obligation Agent
Consolidates dates from dockets, contracts, and engagement terms into one tracked schedule with clear ownership.
What it does
- Retrieves deadlines from court docket feeds, contract obligation registers, and engagement letters as they are created or amended
- Records each deadline in the matter calendar with its source, governing rule, and responsible lawyer
- Checks upcoming dates daily and routes escalating reminders as filing windows narrow
- Flags conflicting commitments across a lawyer's matters before they collide
Works in
- Calendar
- Matter management
- Court docket feeds
- Contract repository
Calculated dates are proposals until a lawyer confirms the governing rule — the agent never sets a jurisdictional deadline on its own authority.
Client Update Agent
Drafts accurate, matter-grounded status communications that leave the firm only after lawyer approval.
What it does
- Prepares status drafts from matter milestones, recent filings, and time entries, written to the client's agreed reporting format
- Checks each draft against the matter record so no update overstates progress or discloses another client's information
- Routes every draft to the responsible lawyer with its sources attached, and sends only the approved version
- Records sent communications and client responses against the matter for the file history
Works in
- Secure client portal
- Matter management
- Billing
No communication goes to a client without explicit lawyer approval, and anything touching advice, strategy, or fees escalates to the relationship partner.
One request, end to end
Matter Submitted
A new inquiry arrives by email, form, or portal and is captured as a structured intake record.
Conflicts and ScopeA person decides
Party names run against the conflict database while missing scope details are requested through approved templates.
Documents Classified
Incoming files are sorted by the firm's taxonomy, named to convention, and filed to the matter.
Issues Summarized
Extracted obligations, relevant authorities, and open questions are assembled into an issue summary with citations to source documents.
Lawyer Review
A qualified lawyer reviews the summary, corrects the record, and decides how the matter proceeds.
Matter System UpdatedA person decides
Approved facts, deadlines, and documents are written back to the matter management system with a full change history.
Client CommunicationA person decides
A status update drafted from the matter record reaches the client only after the responsible lawyer approves it.
Connected to the systems that run the work
01Matter & Practice Management
- Clio
- Litify
- or a firm-built matter system
02Document Management
- iManage
- NetDocuments
- or SharePoint
03Legal Research & Knowledge
- Westlaw
- LexisNexis
- or an internal knowledge base
04Contracts & E-Signature
- DocuSign
- Adobe Acrobat Sign
- or Ironclad
05Email & Calendar
- Microsoft 365 or Google Workspace
06Billing & Client Portal
- Elite
- Aderant
- or a secure custom portal
Engineered for Privilege and Professional Review
Legal work carries obligations most industries never face: privilege, confidentiality, conflicts, and a professional duty that cannot be delegated to software. Every agent system we build for legal teams operates inside explicit permission boundaries, keeps a reviewable record of what it read and produced, and routes anything resembling legal judgment to a qualified lawyer. The system prepares the work; the lawyer remains the author of the advice.
- Role-based permissions scoped to matter teams and ethical walls
- Lawyer approval checkpoints before any external communication
- Immutable audit trail of documents read, outputs produced, and approvals given
- Client data boundaries — no training on client matter content
- Privilege-aware access controls and restricted-folder routing
- Conflict-check logs retained for professional-responsibility review
- Evaluation suites run against firm-approved sample matters before deployment
- Continuous monitoring with alerts on out-of-pattern behavior
- Safe fallback that hands any uncertain task to a named employee
From first workshop to launch
Discovery and product architecture
Map the user journeys, workflows and technical priorities.
UX/UI design and prototype
Define the interface system, key screens and clickable flows.
Development and integrations
Build the frontend, backend and integrations.
Launch, optimisation and scaling
Improve the platform through analytics and feedback.
Questions, answered
Agents run inside your environment or your cloud tenancy, with access scoped per matter team and enforced through the same ethical walls your document management system uses. Client matter content is never used to train models, and every document an agent reads or produces is logged. Privileged material follows restricted-folder routing, and reclassifying it requires a supervising lawyer's sign-off.
No. They receive, classify, extract, and prepare — structured intake records, obligation registers, research briefs, status drafts. Anything that carries legal judgment, from engagement decisions to deadline confirmation to client-facing language, is reviewed and approved by a qualified lawyer before it takes effect.
Through the APIs of the systems you already run — document management platforms like iManage or NetDocuments, matter management, research databases, e-signature, and billing. Each connection gets explicit, least-privilege read and write scopes, and writes back to systems of record only through defined approval steps. We map the integration surface with your IT and risk teams before anything is built.
With one workflow that is high-volume and rule-bound — structuring intake or extracting contract obligations are the usual candidates. We map the current process end to end, build the agent against it with lawyer review at every checkpoint, and expand scope only after your team confirms the output quality on real matters.
Map One Legal Workflow
Pick the workflow that costs your team the most coordination — intake, contract review, deadline tracking, or client reporting — and we will map it with you end to end: the systems it touches, the review points it needs, and where an agent fits inside your professional obligations. From there, you decide what gets built.