Engineering Discipline. Executive Experience. AI at the Center.
I founded AxiomAim to solve a problem I observed repeatedly during my career as a technology executive and practitioner: organizations adopting AI and enterprise technology at significant cost and effort, but failing to realize durable value because the work was disconnected from engineering reality, governed by strategy without operational discipline, or handed off before the hard work was done.
AxiomAim is a boutique technology consultancy built on a single premise — that the highest-leverage thing a technology advisor can do is pair genuine practitioner experience with the strategic perspective of someone who has led technology organizations. Not strategy without implementation. Not implementation without strategy. Both, applied together, in service of outcomes that last.
My work spans AI strategy and implementation, enterprise architecture, regulated industry technology programs, security, and the organizational change required to make technology investments actually change how businesses operate. I work with a small number of clients at any given time — because the work I do requires depth, not volume.
A Career Built at the Intersection of Engineering and Leadership
The perspective I bring to client engagements is the product of a career that has moved deliberately across the full technology stack — from hands-on engineering through executive leadership and back again.
Engineering Foundation
I started as a software engineer and have never fully left that role — which means my strategy recommendations are grounded in the reality of what it takes to build, operate, and maintain systems in production. I can read the code, review the architecture, and call out the gap between what a vendor promises and what the engineering actually requires.
Executive Leadership
I have led technology organizations — managing engineering teams, owning product architecture decisions, governing security and compliance programs, and presenting to boards and executive leadership. I understand the pressures and priorities that shape technology decisions at the leadership level, and I operate effectively in both technical and executive rooms.
AI Practitioner
I have designed and built AI systems — RAG architectures, agent frameworks, ML pipelines, and AI-augmented workflows — in production environments where failures have real consequences. My AI advisory is not sourced from analyst reports. It is sourced from the experience of shipping AI systems that work under operational conditions and governing them after go-live.
Areas of Expertise
AI Strategy & Implementation
End-to-end AI program leadership — from readiness assessment and road map development through system design, production deployment, and ongoing operations. I work across the full AI lifecycle, not just the strategy phase or the build phase in isolation.
Enterprise Architecture
Technology architecture design for complex enterprises — systems integration, cloud platform strategy, data architecture, API design, and the modernization programs that move organizations off technical debt without disrupting ongoing operations.
Regulated Industry Technology
Technology program design and governance in regulated environments — FDA 21 CFR Part 11, HIPAA, GxP, and SOC 2 compliance. I understand what it takes to ship software and AI systems in environments where documentation, validation, and audit evidence are not optional.
Security & Risk Management
Security architecture, risk assessment, and compliance program design — including the emerging security challenges specific to AI systems: prompt injection, model integrity, data leakage, and the governance frameworks that keep AI deployments operationally secure.
Cloud Strategy & Engineering
Cloud platform strategy, migration program management, and cloud-native architecture design across GCP and AWS — with particular depth in the AI and ML platform capabilities of each: Vertex AI, SageMaker, Bedrock, and the managed inference infrastructure that production AI requires.
Technology Leadership & Team Development
Fractional CTO and technology leadership advisory — helping organizations build engineering capability, structure technology teams, design hiring pipelines, and develop the internal talent that makes external advisory ultimately unnecessary. I aim to work myself out of a job.
How I Work
AxiomAim is deliberately small. I take a limited number of client engagements at any given time — because depth requires focus, and the work I do cannot be industrialized without becoming something else entirely.
You Work with Me
No bait-and-switch to junior staff. Every engagement is led and delivered by me directly — which is why I limit the number of clients I work with at any given time.
Honest Assessment First
I will tell you when the approach you are considering is unlikely to work, when a simpler solution exists, or when you do not yet have the prerequisites for what you are attempting. That honesty is the service.
Strategy Through Delivery
I can write the strategy deck and I can write the code. I do not consider my work complete when the presentation ends — I stay engaged through implementation and into operations when that is what the engagement requires.
Built to Transfer
Everything I build or design is documented and knowledge-transferred to your team — with the intent that your organization owns the outcome and can operate independently. Dependency on consultants is not a success condition.
Schedule a Conversation
Get In Touch
Tell me about what you are working on. I will respond with an honest assessment of whether it is something I can help with and what that might look like.
Let's Talk About What You're Trying to Build
The first conversation is about your problem — not a sales pitch. If what you are attempting is in my area of expertise, I will tell you what I think it actually takes, what I can do, and what I cannot. That transparency is where every engagement I take on starts.