Verticals

Industry context you don't have to pay me to learn.

A three-week blueprint only works if the person writing it already knows your terrain. These are the sectors where I've run the systems, made the trade-offs, and lived with the consequences.

Vertical 01

Hospitality & Travel

Private clubs, destination clubs, vacation rental operators, resorts, and travel platforms.

In this sector, the technology stack is the revenue engine. Pricing, availability, and inventory move through a chain of channel managers, property management systems, and booking platforms — and a single broken sync quietly costs you bookings for months before anyone traces it back.

I currently serve as interim CTO for a luxury destination-club and vacation-rental operator, which means these aren't retrospective observations. They're this quarter's problems.

What I bring

  • Channel and PMS ecosystem integration — Rentals United, BookingPal, Guesty and comparable platforms
  • Dynamic and revenue-management pricing platforms, including ML-driven pricing
  • Data lakehouse platforms restoring pricing and inventory integrity across channels
  • Agentic AI in production for pricing, data quality, and conversion
  • Guest and member data platforms, dashboards, and executive analytics
  • Vendor rationalization for lean operating teams with no internal IT bench

What I bring

  • Downstream enterprise architecture — refining, logistics, sales, and finance systems
  • Analytics platform delivery at scale, including 100+ production use cases on cloud
  • Palantir Foundry deployment and large-scale data platform architecture
  • Application portfolio rationalization and mainframe decommissioning
  • Cloud migration roadmaps for asset-heavy, regulation-heavy operations
  • Automation programs delivering measurable FTE and operating cost reduction

Vertical 02

Fuels & Energy

Downstream fuels, distribution, terminals, and energy operators.

Nearly two decades inside a global energy major's downstream business — leading enterprise architecture, cloud migration, and analytics across refining, logistics, sales, and finance. That's where the ~$10M in platform simplification savings came from, and where 100+ analytics use cases went into production.

Mid-market fuels and distribution operators face the same structural problems at a different scale: aging core systems, data trapped in operational silos, and modernization plans that keep getting deferred because no one owns them.

Vertical 03

Manufacturing

Packaging, paper and forest products, and industrial manufacturers running multiple plants.

I've led enterprise architecture and application portfolio rationalization for two large packaging and paper manufacturers — the environment where every plant has accumulated its own systems, every acquisition arrived carrying a second ERP, and nobody can produce a straight answer about what the estate actually costs to run.

The work here is unglamorous and high-leverage: build a capability-based view of the portfolio, find the genuine overlap, and sequence retirement against the plants that can't afford downtime. Rationalization is usually what pays for the modernization that follows.

What I bring

  • Enterprise architecture for multi-plant, multi-brand manufacturing operations
  • Application portfolio rationalization — capability mapping, overlap analysis, retirement sequencing
  • Post-acquisition systems consolidation and transition architecture
  • Architecture governance that survives contact with plant-level autonomy
  • Cloud migration roadmaps and technical-debt reduction for aging core systems
  • Data platform strategy pulling production, supply chain, and finance into one picture

What I bring

  • Dynamic pricing and decisioning platforms with real-time feedback loops
  • MLOps practice design — model deployment, monitoring, and lifecycle governance
  • Serverless and microservices architecture on AWS at production scale
  • API-led integration and core system modernization
  • Architecture governance frameworks that satisfy audit without stopping delivery
  • Business analysis and data modeling roots in commercial finance

Vertical 04

Financial Services

Lending, specialty finance, fintech platforms, and financial data providers.

Financial services is where architecture discipline stops being optional. I designed a dynamic pricing platform on AWS — serverless, microservices, MLOps, and real-time feedback analytics — for a financial-sector client, work that was recognized with an Engagement of the Year award.

The pattern that matters here: shipping modern, ML-driven capability inside an environment where governance, auditability, and risk controls are non-negotiable.

Vertical 05

Retail

Multi-site retail, convenience and fuel retail, franchise operators, and consumer brands.

I built retail data models and directed architecture for M&A projects inside a global retail fuels network — the environment where store systems, loyalty data, pricing, and finance all have to reconcile across thousands of sites and multiple acquired brands.

For mid-market retail operators, the recurring failure is the same: growth by acquisition outruns systems integration, and reporting stops being trustworthy right when the business needs it most.

What I bring

  • Retail data models and customer/loyalty data architecture
  • Omnichannel integration across point-of-sale, ecommerce, and back-office systems
  • M&A systems integration and transition architecture for multi-site operators
  • Merchandising and pricing analytics on cloud data platforms
  • Agile and DevOps operating models for retail technology teams
  • Application rationalization following acquisitions or brand consolidation

What I bring

  • Enterprise architecture governance in regulated environments
  • Cloud modernization roadmaps balancing compliance and delivery speed
  • Data platform strategy for fragmented clinical and operational sources
  • Application portfolio rationalization and technical debt reduction
  • AI governance and responsible-use operating models
  • Vendor evaluation and IT investment prioritization for the C-suite

Vertical 06

Healthcare

Provider groups, healthcare services, and health technology organizations.

Delivered through enterprise architecture leadership across healthcare clients — cloud modernization, application rationalization, and data platform strategy in an environment where compliance shapes every architectural decision.

The healthcare version of the mid-market problem: clinical and operational systems that were selected independently, data that can't be assembled into a usable picture, and an AI conversation that has to start with governance rather than capability.

The through-line

Different industries. The same five failures.

Data nobody trusts. Platforms nobody owns. Vendors nobody has reviewed in three years. AI ambitions with no path to production. And risk concentrated in one person or one system that nobody has mapped.

That's what the Blueprint is built to fix — in whichever industry you're in.

Scope a Blueprint