The foundational paper
The convictions behind everything we do, fixed even as the technology keeps changing.
These five principles are the foundation of how we work. They shape how a firm should allocate capital, design its workflows, and protect its edge, and while the technology keeps iterating, the principles stay fixed. They are the operating system behind everything we build with a firm.
The practice of law is fundamentally an exercise in human judgment, risk allocation, and strategic advocacy. AI is not a lawyer; it has neither fiduciary responsibility nor ethical agency. It cannot navigate the psychological nuances of a deposition, nor earn a client's trust during a corporate crisis.
But a lawyer operating without advanced computational leverage can no longer compete in a modern marketplace. The edge belongs to the hybrid practitioner, the attorney who uses machine intelligence to eliminate cognitive drudgery while dedicating their unburdened capacity to high-level strategy.
Concrete example. In a complex corporate restructuring, a model can parse fifty legacy subsidiary agreements in seconds to flag restrictive covenants. It cannot assess the counterparty's emotional threshold for litigation, or craft a creative restructuring that preserves the commercial relationship. The machine delivers the data; the lawyer delivers the solution.
Technology cannot fix a broken process. Introducing sophisticated automation to an unmapped, disorganized workflow merely accelerates the production of chaos. Before a single line of software is purchased or deployed, the underlying practice must undergo rigorous codification, defining the sequences, inputs, decision trees, and quality benchmarks of a workflow in plain language before handing it to a machine.
Concrete example. Before automating intake for an employment practice, the group maps its precise procedure for assessing wage-and-hour complaints, step by step, including what constitutes a high-risk outlier and the exact threshold at which an associate must escalate a file to a partner. Only once that workflow is codified on paper can technology safely automate it.
We refuse to let a software vendor's roadmap dictate a firm's operational strategy. Technology architecture should begin with the specific needs of the practice groups, not the marketing promises of a platform. Strict software agnosticism (flexible architecture, secure enterprise APIs) ensures that as software companies consolidate, pivot, or fade, the firm can swap underlying technologies without disrupting client delivery.
Concrete example. Rather than locking an entire litigation department into one provider's closed ecosystem on a multi-year exclusive, the firm builds its data pipelines on flexible, enterprise-grade APIs. If a new model emerges next month that processes medical records with superior accuracy and lower latency, it can be integrated within days, unburdened by lock-in.
Out-of-the-box software delivers out-of-the-box results. If every mid-market firm buys the same commercial AI tools and runs them on default settings, legal services commoditize and margins compress across the industry.
The market advantage doesn't come from owning the software; it comes from how it's configured. The craft lies in taking general-purpose or baseline legal tools and deeply embedding the firm's own intellectual property, curated brief banks, and stylistic guardrails into the system.
Concrete example. Two firms deploy the same generative AI drafting assistant. Firm A uses the default prompts and gets generic clauses that need extensive rewriting. The other grounds the tool in its proprietary, twenty-year repository of negotiated indemnity provisions and its house tone, and the drafts are uniquely its own, reflecting its precise risk tolerance and voice from the first iteration.
Technology adoption isn't a technical problem; it's an economic one. Any transformation that ignores partner compensation, realization rates, and alternative fee models will fail at the partnership vote.
For modern tools to succeed, the firm's financial incentives must be structurally realigned, away from evaluating partners solely on recorded billable hours, and toward matter profitability, margin preservation, and client retention.
Concrete example. An automation tool cuts a standard commercial lease from five hours to thirty minutes. Under a pure billable-hour model, the partner is penalized for using it. The fix: move that real-estate portfolio to a fixed fee and adjust the compensation matrix to reward margin rather than hours. The partner's interests are instantly aligned with efficiency, and adoption follows.
← Back to insightsThese are the principles we bring to every engagement: codify first, stay vendor-neutral, and keep the lawyer in command.
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