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Case law search, contract summarisation, clause-by-clause risk flagging for law firms and counsel.
Features
5
Tech
11
Steps
5
Legal Research Agent
Capabilities
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Pulls actual case law with paragraph-level pin cites.
Feature 02
Flags non-standard or risky language in seconds.
Feature 03
Pakistan, UK, US, EU — knows which rules apply.
Feature 04
Proposes standard fall-back language for rejected clauses.
Feature 05
Self-hosted or zero-retention mode for privileged matter.
Stack
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Legal Research Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
Configure source databases and authority hierarchy.
Train on your firm's prior drafting and memos.
Validate output quality against known-good cases.
Plug into your DMS (iManage, NetDocuments) + Word.
Senior associate spot-checks; flagged outputs improve the model.
Outcomes
Real numbers we see when Legal Research Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
−85%
Lookup time
From minutes searching to seconds answering with citation.
Outcome 02
92-97%
Answer accuracy
Against ground-truth Q&A set, tuned over 6-8 weeks.
Outcome 03
10K+ docs
Source coverage
Per workspace, with permissioning and version awareness.
Sample use cases
Three concrete scenarios where teams deploy Legal Research Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Engineers ask the bot anything about the codebase, runbooks, or product — answers cite the exact doc + line. Ramp time drops from 3 weeks to under 1.
A counsel team uploads 200+ contracts. The agent surfaces non-standard clauses, missing indemnities, expiry windows — saves 60+ hours per quarter.
HR + Finance answer 'can I do X?' questions from the workforce automatically, with permission-aware retrieval — sensitive policies stay private.
Typical engagement
Most Legal Research Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
2-4 weeks
Ongoing
Indicative range
$2,000 — $5,500
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $750/wk
Embedded retainer — best for evolving scopes.
Also in Knowledge & Research
Often deployed alongside — or instead of — Legal Research Agent.
Turn PDFs, contracts, manuals, and websites into a searchable, cited Q&A interface.
View detailsSlack/Teams bot that answers staff questions from Notion, Confluence, Drive, and SharePoint.
View detailsRuns structured interviews or synthesises transcripts into themes, quotes, and product opportunities.
View detailsReads incoming RFPs, drafts answers from your past wins and knowledge base, scores risk per question.
View detailsTell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.