Professional Summary
I am a technology leader with 25+ years of experience driving enterprise-wide transformation in mission-critical, confidentiality-driven environments. My work spans critical infrastructure, healthcare operations, and financial-controls environments — anywhere data protection, uptime, and defensibility are non-negotiable. That is the same problem a law firm faces with AI: the material is sensitive, the obligation is strict, and the tools want to send it somewhere else.
I excel at building worlds: robust, reliable computing environments where professionals can work unobstructed by technology barriers. I am recognized for synthesizing complex information quickly, spotting patterns others miss, and translating between technical and business priorities. My approach is collaborative, vendor-neutral, and grounded in operational reality.
Legal leaders face a real squeeze: partners and clients want AI leverage now, while the duty of confidentiality — and the possibility of discovery or a waiver argument — makes the obvious tools risky. I provide the technology leadership to resolve that tension: sovereign AI that keeps privileged material in-house, without the overhead of a full-time executive hire.
Key Achievements
System Uptime
Downtime Reduction
Audit Pass Rate
Transactions Supported
- 25+ years driving enterprise-wide transformation in mission-critical, confidentiality-driven environments
- 99.99%+ system uptime through platform revitalization — while maintaining service availability
- 95% downtime reduction in mission-critical, real-time systems
- 100% audit pass rate with zero findings under strict regulatory frameworks
- Built and operate a working sovereign-AI reference implementation (privileged-inbox triage)
- Cross-functional leadership across IT, security, legal, compliance, and operations
Sovereign AI for Legal Practice
I help law firms and legal departments adopt AI on terms that align with their duty of confidentiality, not the AI vendor's terms of service. The pattern is consistent: leadership wants AI capability, risk and general counsel need the data controlled, and the gap between those two is where most legal AI initiatives stall. Bridging that gap is core to my work.
Sovereign AI is the discipline of deploying AI where control over data, models, and accountability is non-negotiable — exactly the setting a privileged inbox, a matter file, or a work-product memo demands.
Capabilities
- Four-walls AI deployment — privileged communications and work product processed on firm-controlled infrastructure; nothing shipped to a vendor endpoint.
- Privileged-inbox and intake triage — classify, route, and draft on a sensitive inbox without a vendor ever holding the messages.
- Document intelligence over firm knowledge — retrieval over your DMS and precedent, hosted in-house, respecting matter boundaries.
- Confidentiality-aligned governance — model registry, versioning, and prompt/response logging kept inside the firm.
- Ethical-wall-aware access — AI that honors conflicts screens and matter-level permissions rather than a parallel access regime.
- Defensible audit trail — a record of what the AI did, held by the firm and not a third party.
Sovereign AI is not anti-AI. It is the discipline of deploying AI where control over data, model lineage, and accountability are non-negotiable — exactly the environments where confidentiality is the practice and the cost of a leak is measured in privilege, client trust, and professional responsibility.
Technical Expertise
Hands-on experience across every major IT discipline. Credibility comes from depth, not just titles.
- Sovereign AI Architecture: Open-weight model deployment, in-house hosting and inference, AI governance, hybrid firm-controlled patterns
- Confidentiality & Governance: Acceptable-use enforcement by architecture, prompt/response logging, model lineage, records-aligned retention
- Legal Systems Integration: Document management, matter management, ethical walls, retrieval over firm knowledge
- Cloud & Infrastructure: On-premises, firm-controlled private-cloud tenancy, and hybrid architectures; disaster recovery
- Security & Identity: Zero-trust architecture, IAM, SSO, RBAC, encryption, audit trail design
- Data Platform: SQL administration, data integration, automation, real-time and mission-critical systems
- Engineering Disciplines: SQL, Linux, Windows, automation engineering, enterprise architecture, cloud engineering
Leadership Philosophy
Technology must serve the practice, not the other way around. In legal, that means confidentiality is the foundation, accountability is non-negotiable, and client trust is the currency that makes everything else possible.
- Confidentiality as Foundation: The architecture — not a policy PDF — is what keeps client confidences in-house. Systems are designed confidentiality-first.
- Vendor Neutrality: I do not resell an AI product. Recommendations are grounded in your firm's obligations and constraints, not partnership economics.
- Technical Credibility: Hands-on experience across every major IT discipline lets me speak the language of every team and give guidance that is practical and respected.
- AI Governance: AI capability and AI accountability are the same conversation. Sovereign AI is the discipline that makes AI usable where confidentiality is strict.
- Defensible Decisions: Every architecture choice is documented, justified, and reviewable — something you can stand behind to a client, a court, or your risk committee.
- Team Empowerment: Cross-functional teams with shared ownership and clear authority. I leave organizations stronger than I found them.
- Strategy, Not Legal Advice: I build the technology that keeps privileged material in-house; the privilege, ethics, and discovery judgments remain with you and your counsel.
Core Competencies
Sovereign AI & Data Governance
Strategy, architecture, and implementation of AI capability under the firm's control — aligned to confidentiality and records obligations.
Mission-Critical System Management
99.99%+ uptime engineering for the systems your practice depends on.
Confidentiality-Aligned Architecture
AI and infrastructure designed so privileged communications and work product never leave the firm.
Secure Infrastructure
Zero-trust access, ethical-wall-aware permissions, encryption, and disaster recovery.
Legal Systems Integration
AI that fits your document and matter systems and respects matter boundaries — not a bolt-on.
Cross-Functional Leadership
Coordination across IT, security, records, risk, and practice leadership — where any one of them can stop a project.
Why Trust Me
25+ years of hands-on experience across every major IT discipline, including sovereign AI architecture and the full spectrum of confidentiality-driven, regulated-environment work. I have led cross-functional teams through complex transformations and worked every major IT role — so I understand your team's challenges firsthand. Recognized for delivering results under pressure, in environments where the cost of failure is measured in audit findings, downtime, or breached trust.
Background
Large-scale infrastructure and automation initiatives. Mission-critical platform revitalization. Sovereign AI strategy and a working reference implementation. Cross-functional team leadership in environments where IT, security, legal, and operations all share veto power. The pattern is consistent: leaders need someone who can translate between technical depth and business strategy, who treats confidentiality as architecture rather than friction, and who delivers measurable results in settings that punish unforced errors.
Ready to discuss your firm's AI strategy?
Whether the priority is sovereign AI strategy, a privileged-inbox pilot, or firm-wide AI governance — let's discuss how fractional CTO leadership can deliver measurable impact while keeping privileged material inside your walls.
Talk to Craig