Houston, Texas
Profile · Updated May 2026

I help technology businesses make sense of complex markets and turn that clarity into practical growth work.

My work sits across routes to market, partner ecosystems, services motions, market research, and the executive narratives that hold them together. I built this experience inside HPE, Dell, and IDC, and have worked in enterprise technology since 2004. Today, I continue that work independently.

Current work

Ontopraxis, an independent research and advisory practice, and Sovereign AI Vector, a knowledge product mapping how countries are approaching AI.

Independent since 2021 Enterprise tech since 2004 HPE · Dell · IDC Houston, Texas · U.S. work-authorized
The short version

Most of my work starts with scattered signals: market shifts, partner dynamics, customer needs, internal constraints, and new technology. I help connect the dots, build a narrative, and form a point of view that gives a team something useful to work from.

01 / Pattern

How the work tends to go.

A few working habits that show up across most engagements, in different orders.

i.

Start by mapping, not by pitching.

Most briefs arrive as a tangle of actors, choices, and dependencies all sitting on top of each other. My instinct is to slow down and draw the map first. The deck only earns its place once the picture makes sense.

ii.

Read the partner layer as one business.

Programs, economics, enablement, and operating rhythm only really work when they hold together. A lot of partner ecosystems quietly stall because each piece is owned by a different team pulling in a different direction.

iii.

Help research land in a decision.

A working paper, an executive briefing, a partner program, a forecast review. Different shapes, same job: help a team move from interesting analysis to a choice they can actually make.

iv.

Use AI to move faster, not to skip the thinking.

Frontier models are useful for sourcing, synthesis, and a first draft. The thinking still has to hold up in the room. That is where the real work lives.

02 / Where I help

The problems I usually help with.

Four areas where the same way of thinking gets applied to different problems. Evidence for each sits in the projects below.

A.

Designing how a product reaches the market.

How the product gets to its buyers and how the parts fit together: who it is sold to, which routes are used (direct, channel, co-sell, marketplace), how it is priced, and the rhythm of how the business runs. Most of the interesting work is in how the parts join up, not in any one of them.

Global channel GTM for HPE Managed Services. HPE GreenLake channel in APJ. Dell APJ $5B channel strategy.

B.

Helping partner ecosystems actually work.

The programs, economics, and enablement that get distributors, resellers, ISVs, GSIs, and cloud partners to genuinely sell. Joint planning and incentives that keep the partner side of the business aligned with the rest of it.

HPE Partner Ready for Services with 300+ partners. Joint MDF planning contest at Dell APJ. Lifecycle enablement for the channel.

C.

Making sense of AI and infrastructure markets.

Who is doing what, with which assets, for which buyers. The partner layer forming above the AI stack. Research that produces something a strategy team can keep using, rather than a feed they have to keep skimming.

Sovereign AI Vector in active build. Essays on Ontopraxis. Earlier consulting research at IDC APAC.

D.

Writing strategy in a way executives can act on.

The translation between an analyst's view of a market and a CEO or CRO's decision. Working papers, executive briefings, partner positioning, and the kind of writing leaders actually quote back to their teams.

Engagements with CRN, ARN, TSIA, HBR, MIT Sloan, and INSEAD during the HPE tenure. Ongoing publication on Ontopraxis.

03 / Proof

Selected work.

A handful of engagements that show the shape of the work. Featured items are broken out in more detail; the rest sit as additional proof.

Featured work
2023 → Independent · Research practice

Ontopraxis read

Ontopraxis blends ontology (how knowledge is structured) with praxis (how it is acted on). The publication is a small canvas for thinking about where knowing meets doing.

What it is

An independent publication and the working notebook behind the consulting practice. Three running threads: Strategy & Insights, GTM & Growth, and Ecosystems.

Why it matters

Most market writing is either too high-altitude to act on or too narrow to learn from. The space in between is where most operators actually work.

What I did

Three years of essays, framed around a few recurring ideas. Every piece is written to be reusable in client work.

What it shows

I can hold a clear point of view across a body of work, not just one piece at a time.

Research Market structure Long-form writing Synthesis
2025 → In build · Knowledge product

Sovereign AI Vector read

A knowledge product mapping how different countries are approaching AI: their strategies, investments, infrastructure choices, and the institutions shaping them. Built so the picture is usable rather than just current.

What it is

An organised view of national AI programs and the actors behind them, kept current and structured the same way over time.

Why it matters

Sovereign AI is being announced faster than it is being understood. Builders, investors, and policy teams need a map rather than another news feed.

What I did

Designed the underlying model, built the signal pipeline that feeds it, and curated the entries. 130+ programs across 50+ countries today, with 190+ convenings tracked through 2026.

What it shows

I can take a fast-moving field and turn it into something a team can keep using.

Ontology Sovereign AI AI infrastructure Decision intelligence
2014–18 HPE · APJ

Partner Ready for Services, 300+ partner ecosystem

Built and ran the program that enabled an ecosystem of 300+ partners to sell and deliver HPE Services across very different Asia Pacific markets.

What it is

A single partner program with consistent enablement, incentives, and joint plans, run across countries that did not look much like each other.

Why it matters

Services have to feel coherent to customers even when the partner doing the work is local. The program had to hold that together.

What I did

Designed the program, ran the cross-functional team behind it, and led the $750M services and SMB channel. Two consecutive years of growth, with 40% year-on-year in high-value services.

What it shows

I can carry a partner program from design through to a real P&L.

Program design Ecosystem APJ P&L
2019–21 Dell Technologies · APJ

Dell APJ, strategic partner GTM

Strategic marketing lead for Dell's $5B partner channel in Asia Pacific: solution providers, distributors, cloud providers, ISVs, and global integrators. Two signature partner programs, plus the pivot to a digital partner model during COVID.

What it is

Two partner programs, Seed for Speed and Power Up for Partners, built around propensity-to-buy models and intent signals, plus a Digital First partner engagement model.

Why it matters

Partner-led growth was uneven across the region, and good data inside Dell was rarely reaching the partners best placed to act on it.

What I did

Designed the programs, worked them with the regional SVPs, and ran the joint plans with partner CXOs. The two programs contributed an estimated $40M in incremental annual revenue.

What it shows

Partner-led growth is most useful when it is treated as a continuous practice rather than a sequence of campaigns.

Channel strategy Pipeline acceleration Intent data Net-new logo
Additional proof
2024 Concept paper

PartnerGrok read

Context

A short concept paper sketching what an AI copilot for B2B partner work could look like, grounded in how channels, programs, and partner economics actually fit together. The piece works through a data model and the questions a useful copilot would have to answer.

What it shows

I can think clearly about what AI in this domain should actually do, before there is a product to talk about.

Concept paper Partner systems AI in B2B
2022–24 Advisory · HPE

HPE Managed Services, global channel GTM

Context

An end-to-end channel route-to-market design for a $200M HPE Managed Services line: who to sell to, which partners to recruit, how to enable them, and how to sequence the launch alongside HPE's existing partner business.

What it shows

I can design a new route to market that the existing sales and partner organisations will actually run.

Channel GTM Managed services Partner readiness
2021 → Ontopraxis · Advisory

Advisory portfolio

Context

Independent advisory and implementation work for Workday, Google Cloud and Google Ads, Schneider Electric, and a number of SaaS and cloud scale-ups. Partner program design, demand generation, and seller and partner enablement at regional and global level. Recent work includes a gamified learning program for a Fortune 500 client.

What it shows

Long operator experience translated into useful outside help.

Partner programs Demand gen Enablement Gamified learning
↗ AI Work · Companion page Build stack, research systems, and project wireframes. Six projects in detail — Sovereign AI Vector, a team LinkedIn assessment, a VR walk-through, an M&A screening dashboard, and a few others. Plus the toolchain underneath the work. View AI Work →
04 / Care

What I care about in the work.

i.

Clear thinking, written in plain language.

ii.

Work that keeps being useful after the meeting.

iii.

Saying the hard thing when it matters.

05 / Experience

The arc, in short.

The roles below are context. The projects above are the substance. A longer version of the arc.

Basecamp
Bangalore

Where I learned the basics of building a business: partnerships, strategy, and a first feel for how markets behave.

Bootcamp
Singapore

Where pace and global exposure sharpened the thinking, and the regional work taught me to operate across very different markets.

Buildcamp
United States

Where the threads are coming together as independent work, with research and advisory feeding each other.

2024 →

Ontopraxis LLC, Founding Principal

Independent research and advisory practice based in Texas. Sovereign AI Vector is being built in parallel with client engagements.

Texas · Research + Advisory
2021 – 2024

CSG Advisory Pte. Ltd., Founding Principal

Independent practice serving HPE, Dell, Schneider Electric, Workday, and Google Cloud. GTM strategy, sales acceleration, partnering strategy, and strategic marketing.

Singapore · Fortune 500 + scale-ups
2019 – 2021

Dell Technologies, Strategic Partners Lead, APJ Partner Marketing

GTM lead for a $5B partner channel. Two signature programs (Seed for Speed and Power Up for Partners) and the Digital First partner pivot through COVID.

Singapore · $5B channel · APJ
2007 – 2018

HPE / Hewlett Packard, Business Leader, Global & APJ

Eleven years across GTM roles. Services channel P&L, partner program design with 300+ partners, the HPE GreenLake APJ channel model, services organisation redesign, and the SMB build-out.

Singapore · $750M run-rate · $9B redesign
2005 – 2007

IDC Asia/Pacific, Market Analyst

Consulting research with leading IT vendors. Cisco networking skill-gap study and Microsoft piracy study across APAC.

Bengaluru · APAC research
Education

MBA, ICFAI Business School. Executive at INSEAD.

MBA in IT and Systems, ICFAI Hyderabad (2004). Business Strategy and Financial Performance, INSEAD (2020). Continued education through McKinsey Forward (2025), Palantir Foundry and AIP (2024), HBX Harvard, MIT Sloan, Reforge, and Salesforce Trailhead.

MBA · INSEAD · McKinsey · Palantir
06 / Skills

What I work on.

Strategy
  • GTM / RTM design
  • Market entry
  • Segmentation
  • Sales transformation
  • Business case
  • Strategic planning
Partnerships & Ecosystems
  • Channel program design
  • Co-sell motions
  • Distributor & reseller
  • CSP / GSI / ISV
  • Partner economics
  • Enablement
Growth & Operations
  • Pipeline acceleration
  • Intent / propensity models
  • MDF planning
  • Forecast cadence
  • Account segmentation
  • QBR design
AI & Market Intelligence
  • Ontologies
  • Sovereign AI
  • AI infrastructure
  • Market mapping
  • Signal tracking
  • Taxonomy design
Research & Communication
  • Working papers
  • Executive narrative
  • C-suite decks
  • Thought leadership
  • Editorial publishing
Tools
  • Gen AI Tools
  • Google Workspace
  • Microsoft 365
  • Think-Cell
  • Figma
07 / Contact

Get in touch.

A short note is more useful than a form. A paragraph about what you are working on, and what would be helpful, is usually enough to tell whether there is a real conversation here.

Open to most ways of working: advisory, fractional, or full-time. The format matters less than the work.
Email [email protected] Writing ontopraxis.ai Sovereign AI sovereignaivector.com Based Houston, Texas · U.S. work-authorized