AI That Fits How Your Firm Actually Works.
We've worked with dozens of AmLaw 50, Magic Circle, and mid-market firms on AI strategy, training, and implementation. We understand law firm economics, governance, and culture — and we build AI programs that work within them.
Common Challenges
What We Hear from Firm Leadership
These are the problems managing partners, CIOs, and innovation leads bring to us most often.
Most firms have experimented with AI but lack a coherent strategy connecting experimentation to firm economics. Partners want clarity on ROI, risk, and competitive positioning — not another pilot.
Broad AI literacy across hundreds or thousands of professionals requires structured programs — not ad hoc lunch-and-learns. Different roles need different tracks: partners, associates, staff, and IT.
Clients are asking what your firm is doing with AI. Lateral candidates are choosing firms with AI programs. Competitors are moving. The window for thoughtful action is narrowing.
The vendor landscape is overwhelming. Every vendor claims AI capabilities. Choosing the wrong tools wastes budget and erodes partner trust. Choosing nothing is its own risk.
How We Help
A Structured Path from Strategy to Execution
Training, Strategy, Implementation
We engage with firms at every stage of AI maturity — from firms just beginning to explore AI through those ready to scale production systems. Our engagements typically begin with training or assessment and expand based on what we find.
AI Training Programs
Structured multi-week programs tailored to your firm. Three tracks: legal professionals (partners through associates), legal technology teams, and developers. Built on our published textbook and delivered by instructors who have trained 1000s+ of legal professionals.
AI Readiness Assessment
A thorough evaluation of your firm's current AI capabilities, infrastructure, data readiness, and organizational alignment. We identify the highest-value opportunities and the practical blockers standing in the way.
Strategic Roadmap
A prioritized, budgeted plan for AI adoption that accounts for your firm's governance structure, risk tolerance, and competitive position. Vendor-neutral. Grounded in what actually works at firms like yours.
Implementation Support
Hands-on architecture, workflow automation, and solution development. We help your team build and deploy AI systems — not just plan them. From billing compliance automation to document analytics and expertise management.
Use Cases
Where AI Delivers Real Value for Firms
Proven Applications
These aren't theoretical use cases. We've implemented each of these at multiple firms, and we know what works, what doesn't, and what infrastructure is required.
Billing Compliance Automation
We help firms automate invoice review against outside counsel guidelines, reducing write-offs and time-to-invoice. Our clients see 70%+ savings in effort hours on billing compliance.
Document and Contract Analytics
Automated extraction, classification, and analysis of contracts, briefs, and regulatory filings — built on architectures that work with your firm's existing DMS and matter management systems.
Expertise and Relationship Intelligence
Identify which attorneys have experience with specific judges, opposing counsel, regulators, or deal types. Surface internal expertise that partners don't know exists.
Matter Pricing and Profitability
Data-driven pricing models that account for matter complexity, staffing patterns, and historical realization rates. Move from gut-feel pricing to evidence-based proposals.
Products
Data Infrastructure Built for Law Firms
Our products give your firm the data foundation that agentic AI requires — structured, current, and accessible to both humans and AI agents.
Kelvin Agentic OS
Give your firm's AI agents structured access to statutes, regulations, case law, and filings — through Python libraries, APIs, and MCP servers that integrate in hours, not months.
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Kelvin Intelligence
Know which competitors are growing, which laterals are moving, and where the opportunities are. 33K+ organizations, 277K+ professionals, and the competitive intelligence your firm needs to act first.
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