About Zusman Partners
An advisory practice. Not an AI company.
We build AI systems for community banks and law firms and teach your teams to run them. Every engagement produces working tooling, trained users, and governance fit for examiner or ethics review. AI is the instrument. Advisory is the work.
The practice
A practice built for institutions like yours.
Zusman Partners is an advisory practice for community banks and law firms. We build working AI systems and teach your team to run them. The capability stays after the engagement ends.
We build working AI systems your team uses every day, and we teach your people to run them. A build without teaching creates dependency. Teaching without building creates theory. Both together create lasting capability.
A 200-person bank that delivers like a 2,000-person bank. A 30-attorney firm that produces like a 300-attorney firm. Not by hiring more people. By giving the people you have the tools, training, and guidance to use AI to its fullest.
How we work
Diagnose. Build. Teach. Governance from week one.
01
The diagnostic
We start with a fixed-scope, fixed-duration diagnostic. Four to eight weeks. It shows you where AI will make your team most productive, what to build first, and what to leave alone. You leave with a written assessment your board or equity partners can read without editing.
For banks, the diagnostic maps to SR 11-7 and OCC Bulletin 2023-17. For law firms, it maps to ABA Formal Opinion 512 and the Rules your ethics partner already knows. The deliverable is designed to survive your next examination or ethics review — because that is the quality bar, not the sales pitch.
If the diagnostic shows AI is not the right answer for your situation, we say so.
02
Build and teach
When the diagnostic earns a follow-on, we build a single working system your team uses on Monday morning — not a deck that sits in a drawer. Credit memo workflows. BSA alert triage. Litigation drafting with built-in verification. Contract review with practice-specific clause libraries. The system is built for your institution, not adapted from a template.
Teaching is not a phase that comes after the build. It runs alongside it. Your credit analysts, your BSA officers, your associates, your paralegals — they participate in the build, they learn the tools, they understand the boundaries. When the engagement ends, they run the system themselves.
03
Governance built in
Every system we build produces documentation your model-risk function, your examiner, or your ethics partner can review without rewriting. Effective-challenge artifacts for banks. Rule 5.3 supervision documentation for law firms. Tenant-isolated architecture, not trained on client data. The governance layer is part of the build, not a separate workstream.
04
Expand
Institutions that see results in one area typically expand to others. The second engagement builds on what your team already knows. Each additional system reinforces the capability your people have already developed. The trajectory is toward independence — not toward a larger retainer.
Operating principles
Five rules we will not break.
Every employee, equipped to use AI to its fullest.
The credit analyst who produces memos in 15 hours instead of 25. The associate who produces partner-quality first drafts. We succeed when a specific person does their job differently and better.
Build systems and teach tools.
We do two things. We build working AI systems your team uses every day. We teach your people how to run them. A build without teaching creates dependency. Teaching without building creates theory. Both together create lasting capability.
The work survives review.
Every engagement produces work designed to hold up under examination or ethics review. This is not a selling point. It is the quality bar.
Start with a commitment you can authorize alone.
The diagnostic is scoped so the CEO or managing partner can say yes without a board vote or a partnership meeting.
The capability stays after we leave.
Your team runs the systems. Your team adapts the workflows. Your team understands the tools and the boundaries. If we have done the work well, you do not need us for what we built.
Begin
A 90-minute working session. You leave with a written assessment.
You describe the problem your institution is facing. We describe how we would approach it. Within 48 hours you receive a written assessment specific to your bank or firm.
An advisory practice for community banks & law firms.
The capability stays after the engagement ends.