Do More with Less — Deliberately.
We've consulted for and built technology for over 25 of the Fortune 500. We understand the pressures legal departments face — shrinking budgets, expanding mandates, and a board that wants to know your AI plan.
Common Challenges
What General Counsel Are Navigating
Legal departments are under simultaneous pressure to cut costs, manage risk, and demonstrate AI leadership. These are the tensions we help resolve.
Budgets are flat or declining while regulatory complexity, litigation volume, and internal demand keep growing. AI can help — but only if deployed against the right problems with realistic expectations.
Your inbox is full of AI vendor pitches. Your outside counsel are each selling their own AI story. Sorting signal from noise requires independent, vendor-neutral expertise — not another demo.
Enterprise IT has AI tools available, but your legal team isn't using them — or is using them without guardrails. Bridging the gap between IT rollout and legal team readiness requires structured training.
Legal is often responsible for AI governance across the enterprise, yet many departments lack frameworks for evaluating AI risk in their own operations. You need to lead by example.
How We Help
From Assessment to Operating Model
Assessment, Training, Implementation
We typically begin with an assessment or training engagement and expand based on what we find. Every recommendation is grounded in your department's actual constraints — not a generic playbook.
AI Readiness Assessment
We evaluate your department's current technology stack, data infrastructure, vendor relationships, and team capabilities. The output is a clear-eyed picture of where you stand and where the highest-value opportunities are.
Structured Training Programs
Multi-week programs designed for in-house legal teams. We cover AI fundamentals, practical applications, risk frameworks, and hands-on tool usage — calibrated to your department's specific workflows and tools.
Implementation and Workflow Automation
We help you build and deploy AI systems for the use cases that matter most: billing review, contract analytics, regulatory monitoring, and outside counsel management. Architecture, not magic.
Vendor Strategy and Selection
Independent evaluation of legal technology vendors against your specific requirements. We've assessed hundreds of legal tech products and know which claims hold up under scrutiny.
Use Cases
Where AI Delivers Real Value for Legal Departments
Proven Applications
We've implemented each of these use cases at multiple Fortune 500 legal departments. We know the integration patterns, the data requirements, and the organizational change management needed to make them stick.
Outside Counsel Management
Automated analysis of outside counsel performance, billing patterns, and matter outcomes. Identify which firms deliver the best results at the best value — backed by data, not relationships alone.
Contract Analytics
Extract key terms, obligations, and risks from your contract portfolio at scale. Identify non-standard clauses, upcoming renewals, and exposure patterns across thousands of agreements.
Regulatory Monitoring
Automated tracking of regulatory changes relevant to your industry and jurisdictions. Surface material changes before they become compliance issues, with AI-powered relevance scoring.
Billing Review and Compliance
AI-driven review of outside counsel invoices against your billing guidelines. Our clients see 70%+ savings in effort hours and dramatic reductions in write-offs and billing disputes.
Products
Intelligence for Better Decisions
Our products give legal departments the data infrastructure and market intelligence to make AI-informed decisions about outside counsel, vendors, and operations.
Kelvin Intelligence
Evaluate outside counsel performance, benchmark rates, and understand your panel's competitive positioning. 33K+ organizations and 277K+ professionals — the data behind better panel decisions.
Learn more →
Kelvin Agentic OS
Give your department's AI systems structured access to statutes, regulations, and case law — so your team can automate contract review, regulatory monitoring, and compliance workflows.
Coming Q2 2026 →
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