Industries
Legal
Legal work is document- and language-bound. The workflows where AI delivers real value are exactly those where data cannot leave the firm's network. We deliver AI you can defend on privilege, confidentiality, and data residency - inside your network. Our diagnosis, sequencing, and validation stages fund only the moves you can defend to a malpractice carrier, a regulator, and your leadership.
What runs through Legal - and what cannot leave
The substance behind that posture, in scannable form. Each card names a piece of legal reality our delivery addresses, rather than a generic compliance label.
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Document-bound work
Matter due diligence, contract and regulatory analysis, e-discovery across hundreds of thousands of holdings, and the synthesis of privileged work product from unstructured material.
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Privilege and data residency
Client matter data, attorney work-product, draft pleadings, and cross-border discovery holdings sit inside secure privilege envelopes that cannot be re-sealed once they are pierced.
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Regimes the posture holds against
EU GDPR and the EU AI Act risk framing; US SOC 2, attorney-client privilege, and SEC / bar enforcement; LATAM GDPR-influenced regimes, with LGPD-readiness where Brazilian reach applies.
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What a shared cloud tenant cannot defend
A generic cloud-tenant deployment routes inference over privilege-bound data outside the firm's controls. An evidence request or a discovery order exposes that gap on the first regulated query.
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Where pilots collapse
Pilots fail when privilege-adjacent data lands in a shared tenant. They also fail when a roadmap sequences a model before its private infrastructure, or when a build is never validated against the firm's own document set.
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How the delivery removes those failure modes
Each stage of the delivery closes one of those failure modes. Diagnosis scopes the work that stays defensible under privilege. Sequencing secures your network before deploying models. Validation exercises the agent against real case material before capital commits.
Processes we automate
The first wave of legal processes we automate, named process by process: agents read the firm's own material, extract and flag with sources cited, and hand a draft or an alert to a named professional who decides, approves, and signs.
Legal operations
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Knowledge management retrieval
Ask in plain language and agents search the firm's opinions, memos, and precedent, returning answers with the cited passages attached for the lawyer who asked.
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Conflict-of-interest check on new mandates
Agents match every new client and counterparty against the firm's full matter history and hand the flagged overlaps to the partner who clears the mandate.
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Time-tracking capture with draft billing entries
Agents assemble the day's work into draft billing entries with the underlying activity linked, and each timekeeper approves or edits them before they are billed.
M&A and contracts
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Due-diligence document analysis
Agents read the data room end to end, extract the clauses that matter, and flag risks with citations, so counsel verifies a sourced summary rather than reopening every document.
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Contract review against the firm's playbook
Every inbound contract is compared against the firm's playbook, with deviations flagged clause by clause for counsel to accept, renegotiate, or escalate.
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Contract lifecycle monitoring
Agents track deadlines, renewal dates, and indexation triggers across the live contract portfolio and route each alert to the lawyer who owns the matter.
Litigation
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E-discovery fact extraction and chronology
Agents read emails, bills, and invoices across the holdings, extract the facts, and assemble a sourced chronology the litigation team verifies and builds on.
Tax
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Transfer-pricing documentation drafting support
Agents gather intercompany figures and draft the supporting documentation sections with sources attached, and the tax advisor reviews, completes, and owns the file.
Capabilities operated
AI is transforming how legal work gets done - from document review to matter analysis. The delivery supports that shift end to end and is grounded in Custom AI Development, On-Prem AI Infrastructure, and Consulting. Matter data, attorney work-product, and cross-border discovery holdings stay inside your network, so privilege, confidentiality, and residency hold from diagnosis through to measurable ROI.
- Agentic processes See how contract review and matter analysis run as agents inside your network.
- Custom AI development See how we design and build AI agents that protect legal privilege.
- On-premises AI infrastructure See how we size the infrastructure footprint that protects client privilege.
- Consulting See how our Consulting engineers frame the privilege-first roadmap.
Where the proof lives
The approach above is a posture. The validated engineering that holds privilege and residency intact is what Building and Validation delivers before major capital commits. We size your private stack, build the model on your real document set, and validate against real client data. You procure only what validation proves necessary.