First Day Motions
Speed up first day motion prep by pulling utility, vendor, and insurance data from comparable chapter 11 filings that paralegals spend hours assembling today.
Where Ouzel Sits
Ouzel sits between in-house teams and legacy vendors, vertical AI and horizontal AI, delivering AI automation tailored to how your firm works.
Ouzel Agents
Custom legal agents
Vertical AI
Legal-specific
HarveyLegora
In-house
Internal teams
LibraryInternal ITParalegal research
Legacy
Off-the-shelf
WestlawLexisNexisBloomberg Law
Horizontal AI
General-purpose
ChatGPTClaude
Vertical AI
Legal-specific
HarveyLegora
In-house
Internal teams
LibraryInternal ITParalegal research
Legacy
Off-the-shelf
WestlawLexisNexisBloomberg Law
Horizontal AI
General-purpose
ChatGPTClaude
Workflow fit of an in-house build, expertise of a vendor.
How It Works
We focus on workflows where legal teams lose time to manual retrieval, assembly, and coordination.
01
Workflow Assessment
We map the legal workflow, the systems involved, and the points where work slows down. The goal is to identify where agents can remove repetitive effort without disrupting how attorneys already work.
02
Agent Design
We design the agent around your actual process, approvals, and source materials so it fits the matter workflow instead of forcing your team into a new one.
03
Deployment
We deploy into your environment, connect to the relevant systems, and make the workflow usable in practice with clear review points and auditability.
04
Refinement & Expansion
After launch, we refine edge cases, improve output quality, and expand into adjacent workflows once the first use case is delivering value.
Examples of Agents
Examples of agents that can be deployed to improve operations.
Hearing Transcript Library
Surface a judge's prior rulings on similar issues from federal court transcripts immediately, replacing the dozens of associate hours that go into transcript review today.
Business Development Intelligence
Identify target companies in real time, so your firm can reach the right person at the right time without spending non-billable hours on sourcing new opportunities.
Time Capture & Billing Narratives
Generate time entries and billing descriptions from email, calendar, and documents, recovering the non-billable hours lost to manual entry.
Public Records Extraction
Pull and structure data from sources like PACER, UCC filings, property tax records, or state-level lien searches, replacing slow vendor pulls and hours of paralegal research.
Document Tracking
Track document updates like signature pages across counterparties at a closing and assemble final execution copies, solving for any last-minute scrambles.
Prior Art & Patent Search
Surface prior art and comparable patents from public databases, replacing the needle-in-the-haystack searches that consume associate hours in patent litigation.
Built to Move in Weeks
Most Ouzel agents work with public data sources or sit on top of vendors, rather than touching confidential case matter. Deployments can typically move in weeks rather than lengthy security and compliance reviews that client data requires.
When an engagement does require working inside internal systems, we operate within the firm's existing security controls and meet whatever compliance requirements the work calls for.
Explore an Agent Deployment
Explore what an agent deployment could look like inside your firm. We will help identify the workflows where faster retrieval, drafting, and coordination can create immediate value.
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Questions, Answered
Most deployments take 4 to 12 weeks depending on workflow complexity, approvals, and the systems involved.
Agents can support retrieval, classification, summarization, drafting, workflow coordination, intake, billing support, deadline tracking, and other document-heavy operational work.
Yes. Ouzel Agents integrates with existing tools and data sources through APIs, automation layers, and secure connectors designed around your environment.
Once we understand the workflow and environment, we handle design, build, deployment, and iteration with your team.
The system operates within your security policies, does not train public models on your data, and keeps outputs and actions auditable.
Yes. Every deployment is tailored to the firm, practice group, workflow, approval structure, and compliance requirements involved.
Pricing is based on operational complexity, integration scope, and data needs after an initial assessment.
