Tool Evaluation
AI Tool Evaluation
Review of legal and general AI tools for retention posture, model training terms, DPA availability, confidentiality implications, and operational fit for smaller firms.
AI governance consulting for solo and small law firms
Build trust, not just AI workflows.
JDAI Consultants helps law firms evaluate AI tools, build governance frameworks, and create policies that are practical, usable, and professionally defensible.
What JDAI helps firms do
- ✓Choose tools that align with client sensitivity and workflow realities.
- ✓Build supervised intake, review, and escalation standards.
- ✓Train attorneys and staff for responsible daily use.
- ✓Turn AI uncertainty into practical decision-making.
Florida Bar No. 1022922
David Zissman, J.D., M.B.A.
Licensed Florida attorney. Founder of JDAI Consultants. Author of Responsible AI for the Small Law Firm. Advising solo and small firm attorneys on AI governance, tool evaluation, and professional responsibility.
What We Do
Practical AI guidance across the full adoption lifecycle - from the first tool evaluation to firm-wide governance and training.
Governance
Governance & Policy Design
Practical help with acceptable-use standards, input restrictions, output review requirements, supervision expectations, and internal documentation.
Implementation
Implementation Strategy
Advice on where AI actually belongs in the workflow, where it should be limited, and how to structure adoption without creating avoidable exposure.
Training
Training for Attorneys & Staff
Operational training on responsible use, escalation, review discipline, and the difference between impressive output and trustworthy output.
Free Resource
The Four-Factor AI Tool Index.
Sixty-seven AI tools evaluated against the Four-Factor Framework: data confidentiality, ethics compliance, practice area fit, and cost relative to a 1-10 attorney firm. Each row cites the relevant Florida Bar Rules and notes active litigation, retention windows, and DPA requirements.
Per-tool verification dates · oldest entry verified: 2026-05-31 · Free with one-time email registration.
- ✓Searchable across all 67 entries
- ✓Filter by vendor or F1 confidentiality gate
- ✓Active litigation flagged inline (Otter.ai, Perplexity, NYT v. OpenAI, xAI Grok)
- ✓Florida Bar Rule citations on every recommendation
- ✓Self-hosted on JDAI Consultants; no third-party tracking
The Book - Available Now
Responsible AI for the Small Law Firm.
Governance. Risk. Implementation. Thirteen chapters, twelve appendices, and the practice-area application that turns ABA Formal Opinion 512 and state bar guidance into a working framework a small firm can actually implement.
By David Zissman, J.D., M.B.A. · Published by JDAI Consultants, LLC. Available on Amazon in paperback and Kindle.
Recent Writing
Governance frameworks, ethics obligations, and practice-ready guidance for law firms.
Latest
Florida Now Requires Citation Certification
On May 28, 2026, the Florida Supreme Court amended Rule 2.515(d) to require every signer of a filing to represent that cited authorities exist and are accurate. Effective June 15, 2026. What every Florida firm needs to do before the deadline.
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Commentary AI Is the Future. Treat It With Absolute Caution. Both Are Right.
Two headlines, twenty-four hours apart. The Washington Post calls AI the future of legal work. The Bar Standards Board says treat agentic AI with absolute caution. Both are right - and the space between them is where every solo and small firm now operates.
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Commentary Governance, Not Guardrails
Anthropic announced a three-layer guardrail stack to prevent hallucinated citations. When the bar opens a grievance, it will not ask what the guardrails did. It will ask what you did.
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Vendor Concentration You Don't Ask the Liar If He's Lying
One year after a federal court struck a Claude-generated citation in Anthropic's own defense, Anthropic has launched Claude for Legal with an AI Governance Legal plugin. A vendor cannot independently audit its own product.
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