Core Consulting Services

I offer a focused set of high-impact consulting services built around the challenges engineering organizations face in 2026: adopting AI without losing control, modernizing platforms without stopping delivery, scaling teams without losing culture, and leading transformation without burning out the people doing the work.

Team Analysis and Velocity Enhancement

Unlock the full potential of your engineering organization. I evaluate your team structure, workflows, and delivery pipeline to uncover hidden blockers and apply targeted strategies that accelerate output, elevate quality, and prepare teams for AI-augmented delivery.

• Identify friction points and eliminate bottlenecks
• Optimize engineering flow and team collaboration
• Coach agile practices aligned to outcomes, not rituals
• Implement performance metrics that drive clarity and accountability

Legacy and Data-Driven Systems Modernization

Revitalize aging platforms with a future-ready strategy. I make architectural decisions for complex, data-driven systems and distributed systems on modern cloud platforms - reducing risk and opening the door for AI-augmented workflows and intelligent automation.

• Evaluate current architecture and identify transformation paths
• Architect distributed, data-driven systems with the right cloud trade-offs
• Recommend re-platforming and re-hosting strategies aligned with business goals
• Guide modular migration using microservices where it makes sense
• Plan modernization in phases that minimize risk and disruption

Digital Transformation and Cloud Migration

Navigate complexity with clarity and confidence. I lead organizations through large-scale digital shifts, from cloud adoption to platform modernization, enabling scalable infrastructure, AI-readiness, and continuous innovation.

• Assess transformation readiness across teams and systems
• Define cloud strategy tailored to AWS, Azure, or GCP environments
• Support change management to ensure adoption and alignment
• Advise on vendor selection, negotiation, and long-term partnerships

Production AI Products and AI within the SDLC

I help companies move beyond AI experimentation into production AI products that serve real customers - not pilots, not slideware. From building and scaling agentic systems to embedding AI across product, platform, and process, I bring practical, real-world experience to every step from roadmap to rollout.

• Build and scale customer-facing AI products in production
• Find leverage points for AI across your team and stack
• Recommend tools that cut overhead and boost velocity
• Define safe, scalable AI adoption frameworks
• Transform scattered ideas into a clear AI ROI-driven strategy

Hiring, Mentoring, and Leadership Development

Build the team you actually need. I help organizations hire, develop, and retain high-performing software, platform, and data engineers - and the managers who lead them. Coaching is grounded in servant leadership, clear and direct communication, and the comfort to make difficult technical decisions.

• Hire, develop, and retain high-performing technical teams
• Coach emerging leaders on principles of servant leadership
• Strengthen team motivation and communication across distributed teams
• Develop conflict resolution and feedback skills
• Guide performance management aligned with business outcomes

Fractional CTO for PE & Portfolio Companies

Part-time executive tech leadership designed to maximize portfolio value and accelerate growth. I provide strategic guidance, architectural oversight, and engineering mentorship, enabling your portfolio companies to drive product execution, achieve AI readiness, and scale effectively without the commitment of a full-time hire.

• Develop clear and actionable technology strategy
• Advise on innovation initiatives and R&D priorities
• Align budgeting and resource planning with strategic goals
• Provide interim or fractional tech leadership during key transitions

AI Governance and FinOps for AI

Scaling AI without accountability creates uncontrolled costs, compliance exposure, and board-level risk. I build governance frameworks that make AI investment measurable, auditable, and safe to scale - so the CFO has answers and the board has confidence.

• Agent SLOs and reliability reporting for board-level visibility
• FinOps dashboards tracking AI costs per team and per workflow
• Human-in-the-loop policies defining what agents act on autonomously
• Audit trails satisfying compliance and regulatory requirements

Developer Experience and Internal Developer Platforms

Developer experience is a strategic lever, not a nice-to-have. I build internal developer platforms that eliminate toil, accelerate onboarding, and create the foundation for AI-native engineering - giving engineers governed self-service access to the tools they need without filing tickets.

• Self-service CI/CD, observability, and secrets management
• AI agent tooling integrated as a first-class IDP capability
• 55% developer toil reduction measured across teams
• 4x faster new engineer onboarding with documented, reliable tooling
• DORA metrics instrumented across the platform from day one

Organizational Change Management

Technology transformation fails when it stops at Engineering. I design and lead cross-functional change programs that bring Operations, HR, Product, and Finance into the AI transformation - building the organizational muscle that makes new ways of working stick across the entire company.

• Cross-functional AI transformation extending beyond the Engineering org
• Executive AI literacy and leadership alignment programs
• Change readiness assessment and adoption roadmapping
• Cultural and process change that makes AI transformation permanent