Services

Before any AI workflow design can be useful, you need an honest picture of where your firm actually stands — not where you hope it stands. The Team AI Readiness Assessment is a structured diagnostic that evaluates your people, your current tools, your workflows, and the organizational dynamics that will shape whether AI adoption succeeds or stalls.

The assessment is informed by 35 years of understanding how legal teams operate — the dynamics between partners and associates, the resistance patterns that are specific to legal culture, and the practice-area differences that affect where AI creates value. The result is a readiness profile and a prioritized action plan, not a generic report.

• Assessment of current AI tool usage and adoption patterns across the firm
• Workflow inventory — identifying where time is concentrated and where friction is highest
• Team mindset and adoption-barrier analysis
• Practice-area specific readiness evaluation
• Prioritized action plan with logical sequencing for next steps
• Identification of champion candidates within the firm

The AI Workflow Audit is the structured application of the AGENT Framework*'s Audit step to your firm's highest-value workflows. It answers the foundational question that most AI implementations skip: how is work actually done today?

In legal practice, the gap between how work is described and how it actually happens is significant. Billing narratives describe clean, sequential processes. Real workflows involve redundancies, judgment calls, information gaps, and bottlenecks that only become visible through careful examination. The Audit surfaces all of it — and identifies exactly where agentic AI creates the most leverage for your specific practice.

• Deep-dive workflow mapping across your priority practice areas
• Identification of highest-leverage agentic AI integration points
• Documentation of where human judgment is genuinely required vs. applied to rote tasks
• Assessment of current tool stack against workflow requirements
• Prioritized opportunity map — what to address first and why
• Baseline metrics for tracking improvement post-implementation

The legal AI vendor landscape is crowded, loudly marketed, and full of tools that are built for a version of law firms that does not exist. The AI Tools Assessment evaluates tools against your actual workflow requirements — not against a vendor's demo scenario.

This assessment is conducted independently. Counsel and Code holds no vendor relationships and accepts no referral fees. The evaluation reflects only your firm's interests: which tools fit your workflows, your security requirements, your practice areas, and your team's capacity to adopt and use them effectively.

• Workflow-fit assessment for each tool under consideration
• Security and data handling review against law firm requirements
• Evaluation of vendor support, update practices, and contract terms (advisory, not legal review)
• Integration requirements and compatibility assessment
• Total cost of ownership analysis including training and change management
• Comparative analysis and written recommendation with rationale

Agentic AI — systems where AI agents perform multi-step tasks autonomously, coordinating with other agents and human team members — represents the most significant operational opportunity available to law firms today. It also represents the most significant risk if designed without a deep understanding of how legal work actually happens.

Counsel and Code designs agentic AI solutions using the AGENT Framework* — identifying where autonomous agent action creates value, engineering the workflow logic, and mapping the human-agent relationship in the redesigned process. Where implementation requires technical build-out, Counsel and Code refers to experienced, trusted implementation partners. The design is ours. The build goes to the right people for the job.

• Agentic opportunity identification within your audited workflows
• Solution design — agent roles, task sequences, human handoff points
• Human-agent relationship mapping specific to legal practice requirements
• Agentic AI vision document scoped to your firm's practice areas and capacity
• Implementation roadmap with build priorities
• Referral to vetted, experienced technical implementation partners for build-out

AI training that is not tied to your firm's specific workflows is largely wasted effort. Counsel and Code delivers Independent AI Readiness Training that is built around the workflows identified in your audit and the tools selected through your assessment — not generic AI concepts delivered by someone who has never practiced law.

Training is grounded in the Navigate step of the AGENT Framework*: helping your team understand their role in the redesigned human-agent workflow, develop the judgment to use AI tools appropriately, and build the confidence to adopt without the fear that comes from inadequate preparation.

• Workflow-specific AI training tied to your actual practice area needs
• Role-based training tracks — attorneys, paralegals, and administrative staff
• Human-agent relationship training — what AI handles, what humans own
• Practical exercises built from real matter types in your practice
• Training materials your firm retains and can use for onboarding
• Available in-person and virtually across the U.S.

Most law firms are not ready to hire a full-time Chief AI Officer. Most are not too small to need one. The Fractional CAIO engagement provides strategic AI leadership embedded in your firm — accountable for vision, workflow results, and sustained adoption — at a fraction of the cost of a full-time hire.

The engagement is grounded in the AGENT Framework*'s strategy layer: formulating your firm's agentic AI vision, identifying the highest-impact opportunities across your practice, and selecting and sequencing the workflows that transform first. This is leadership work, not project work — and it is delivered by someone who has practiced law for 35 years and understands what leadership in a law firm actually requires.

• Agentic AI vision development and strategic roadmap ownership
• Agentic AI opportunity identification across practice areas
• Workflow transformation prioritization and sequencing
• Oversight of AI Workflow Audits, Tools Assessments, and Training engagements
• Champion identification, empowerment, and accountability structure
• Progress reporting to managing partners and practice group leaders
• Ongoing advisory as tools, vendors, and best practices evolve

Technology companies building AI products for the legal market face a consistent challenge: they build for a version of law firms that does not exist. Their assumptions about how legal work happens — the workflows, the decision-making dynamics, the matter economics, the professional responsibility constraints, the resistance patterns — are typically wrong in ways that only become visible after the product reaches the market.

Counsel and Code provides subject-matter expert consulting to legal technology companies that want to understand legal practice from the inside — not from user interviews or market research, but from 35 years of actually practicing law. This is the advisory that helps you build products law firms will actually use.

• Law firm workflow and operations advisory for product design teams
• Legal practice reality review — identifying where product assumptions diverge from how firms work
• Attorney and legal staff user experience advisory
• Market fit assessment for legal AI products against real practice requirements
• Product positioning review from a practitioner's perspective
• Advisory engagements structured to your product development timeline