AI & Governance

Deploying Intelligence Without Losing Control

Most organizations are not limited by access to artificial intelligence. They are limited by their ability to integrate it safely, coherently, and under control. Left unmanaged, the risks compound quickly. Snyder advises on the design and deployment of AI systems within complex organizations — ensuring that intelligence is introduced without loss of control.

Background
Builder, Not Observer

Snyder is the founder of an artificial intelligence company and has direct experience building systems that operate on large, unstructured data environments. His work combines legal and procedural design, systems architecture and workflow development, and governance frameworks for decision-making under uncertainty.

This perspective is practical, not theoretical.
Scope

Engagements focus on four integrated dimensions:

I
System Design
Structuring workflows that incorporate AI into decision processes. Defining where automation is appropriate and where it is not. Aligning system outputs with human accountability.
II
Governance
Establishing rules for how AI-generated outputs are used. Maintaining auditability and traceability. Defining responsibility across teams and functions.
III
Risk & Constraints
Identifying legal, regulatory, and operational exposure. Integrating AI use with existing institutional obligations. Preventing fragmentation between technical and legal systems.
IV
Implementation
Coordinating technical, legal, and operational teams. Ensuring systems function as intended under real conditions. Adjusting design as constraints emerge.
Operating Principle

AI systems do not fail because they are unintelligent. They fail because they are poorly integrated into human institutions.

The work is to ensure that decisions remain accountable, processes remain coherent, and systems operate within defined boundaries.

When This Is Used

AI is being introduced into core decision-making processes. Existing systems cannot accommodate new data scale or complexity. Legal and operational risks are unclear or evolving.

Multiple teams are working without a unified framework. Leadership requires a controlled, accountable deployment.

Engagement

Institutional design for the deployment of artificial intelligence. Executed as part of a coordinated team combining technical and legal expertise.

Engagements are limited to organizations where AI deployment has material operational or legal consequences.

Initial discussions focus on current systems, points of breakdown, and where control must be established before further deployment.

Fee Structure
$100,000 – $500,000.
Structured based on scope, system complexity, and level of integration required.
Fees are always negotiated based on the particular circumstances. Quoted rates are guidance.
Principal
John H. Snyder

25+ years of federal trial practice. Former Proskauer Rose litigator. Federal judicial clerk. Brown University (Phi Beta Kappa), Harvard Law School.

Founder of Agnes Intelligence, which placed 4th of 1,000+ entries in the 2018 IBM Watson Build competition. Co-Managing Principal of Junto Opportunity Fund I LP, a Manhattan distressed multifamily real estate fund. Founder and Chairman of Junto Club USA LLC.

The Firm
John H. Snyder PLLC is an independent litigation and strategic advisory practice based in Manhattan. The firm serves a select roster of principals, family offices, and institutional clients in matters requiring senior judgment, discretion, and direct execution.
Contact inquiry@jhs.nyc
The Work →