Architecture / Data / Legal Technology

30 years building systems.
20 years in legal.
Now building with AI.

cDiscovery delivers architecture, data strategy, and hands-on development for eDiscovery, compliance, and privacy teams — three decades of expertise, now amplified by agentic AI.

30+

Years Engineering

20+

Years in Legal

50M+

Records Migrated

5K+

Users Supported

Expertise

Not just legal tech.
Full-stack, cross-domain architecture.

Before eDiscovery, I spent a decade building ERP, CRM, data warehousing, and BI platforms for Fortune-class manufacturing and financial services clients. That background is what makes cDiscovery different — I design systems, not just workflows.

eDiscovery & Litigation Support

End-to-end EDRM expertise. Processing, review, production, privilege workflows — designed and delivered at enterprise scale.

Data Architecture & Migration

Large-scale data migrations, warehousing, ETL pipelines, and BI systems. From legacy Lotus Notes to modern cloud platforms.

Full-Stack Development

Custom applications, Relativity integrations and APIs, Salesforce, Quick Base, ServiceNow — or ground-up full-stack builds.

Privacy & Data Breach

Compliance workflows, breach response processes, and data governance frameworks built for real-world operational demands.

Process & Platform Design

Workflow optimization, platform selection, systems integration, and operational design that reduces cost and risk at scale.

Agentic AI Solutions

AI agents designed and supervised by experienced architects — accelerating delivery while staying grounded in decades of domain expertise.

Services

What I deliver.

I work as an embedded consultant — part architect, part developer, part project manager, part strategic advisor. I plug in where you need me.

eDiscovery Delivery & Operations

Hands-on delivery across the full EDRM. Processing, hosting, review management, productions, privilege logging. I run the work or I build the team that does.

  • End-to-end project management
  • Relativity administration & optimization
  • Production & privilege workflow design

Architecture & Systems Design

Designing the technology infrastructure that underpins your legal operations — from behind-the-firewall deployments to cloud migrations.

  • In-house eDiscovery buildouts
  • Legacy system migrations
  • Infrastructure planning & deployment

Custom Development

I architect and build. Relativity applications, API integrations, Salesforce customizations, or full-stack web applications. AI accelerates development; experience ensures it's built right.

  • Relativity custom apps & integrations
  • Low-code platform development
  • Full-stack application builds

AI Strategy & Implementation

Helping legal teams understand, adopt, and deploy AI responsibly — from Relativity aiR to agentic workflows that expand what your team can accomplish.

  • AI readiness assessment
  • Agentic workflow design
  • AI literacy & team enablement

Product

ClaygenticAI

Your AI-powered digital associate.

A digital teammate that watches, clarifies, and gets things done. ClaygenticAI integrates with your existing tools — email, Slack, project boards, task systems — to monitor incoming requests, ask clarifying questions, gather needed information, and prepare tasks for execution. It operates 24/7 within your guardrails.

Data Gathering

Pulls from M365, Google Workspace, Slack, Box, Teams with chain-of-custody tracking.

Organization & Staging

Normalizes formats, maps sources, validates data before handoff.

Processing & Preparation

De-duplication, text extraction, metadata capture, indexing.

Assessment & Scoping

Volumes, cost estimates, patterns, distributions, key metrics.

Search & Packaging

Builds searches, assembles document packages for various purposes.

Complex Data Analysis

Ingests hundreds of spreadsheets, detects patterns and anomalies.

Project Tracking

Monitors timelines, budgets, deadlines. Generates status reports automatically.

Data Protection

Screens every outbound action for privileged or sensitive content. Runs on every task.

Deliverable Preparation

Quality checks and distribution before output leaves your environment.

Deployment Options

  • Cloud — Fully managed, SOC 2 Type II, 99.9% SLA
  • Private Cloud — Single-tenant, your VPC, HIPAA-eligible
  • Hybrid — Cloud coordination + on-prem data processing
  • On-Premise — Air-gapped, FedRAMP-compatible

Risk-Tiered Autonomy

  • Green Zone — Auto-execute: metadata extraction, dedup, indexing
  • Yellow Zone — Batch review: Bates assignment, routine productions
  • Red Zone — Human required: production delivery, privilege flags
Explore ClaygenticAI

The Agentic Shift

The speed of delivery has changed.
I changed with it.

I'm not just talking about AI — I'm building with it every day. But AI doesn't replace expertise. It multiplies it. Every system I deliver is architected from experience and validated by human judgment. AI accelerates the build — decades of knowing what to build is what makes it work.

Any developer can prompt an AI to generate code. Knowing what to architect, how to make it production-ready, and where the real-world edge cases hide — that takes 30 years to learn. AI is the most powerful force multiplier I've ever used. Combined with deep domain expertise, it's how one experienced architect delivers what used to take entire teams and months of runway.

The tools have changed the math. The professionals and teams who learn to leverage them will multiply what they can deliver — and set the pace for everyone else.

Let's talk about what's possible now

Contact

Let's build something.

Whether you need an architect for a complex migration, a developer to build custom Relativity integrations, or a strategic advisor to put AI to work for your team — I'm one email away.