AI Transformation & Implementation
Reinvent Your Business With AI
We navigate the AI buzz to transform your business and deliver real value — with leaders from Amazon, Microsoft, and Oracle.
What We Do
Execution for portfolio companies and growth-stage enterprises.
Transform with Agentic AI
We design and deploy autonomous systems that work, from intelligent support flows to end-to-end operational automation. Built for scale, not slides.
Modernize Customer Experience
Redesigning CX for measurable outcomes. We've built and scaled platforms serving tens of millions of customers.
Re-Architect Workflows
Re-architecting how work gets done, reducing cycle time, cost per transaction, and friction between people, systems, and AI.

Why Vantage
We bring the experience of having done it — at scale, under pressure, with real accountability.
Operators, not advisors
We've held the P&L, run the team, and shipped the product. We don't recommend — we execute alongside you.
AI that actually works
We've built AI systems at Amazon scale. We know what separates a working deployment from a slide deck.
Speed without shortcuts
We move fast because we've solved these problems before. No learning curve billed to your project.
Precise, experienced teams
We assemble exactly the expertise your engagement needs — without the overhead of a traditional consultancy.
Our Approach
Hands-on from day one. We engage as operators, not observers.
Diagnose
We start by understanding your business, not your technology stack. We identify where AI can move the needle on customer experience, operational efficiency, or revenue — and where it can't.
Design
We design solutions grounded in how your teams actually work. No slides-only deliverables. Every recommendation is built to be executed by real people in real systems.
Deploy
We build and ship alongside your team. We've scaled AI systems at Amazon-level complexity — we know what breaks in production and how to prevent it.
Measure
We define success in business terms before we write a line of code. Every engagement is anchored to outcomes you can report to your board.
The Network
A Collective of Senior Operators Driving AI, CX, and Workflow Transformation
We're not a consultancy in the traditional sense. We're a network of senior product, design, and engineering leaders who've built, scaled, and modernized systems for the world's most demanding companies. We're not advisors — we're the people who've owned the outcomes.

Stefan Haney
Managing Principal
Stefan is a business and technology leader with over two decades of experience in e-commerce, software development, and supply chain.

Jason Bonito
Principal, Operations & Strategy
Jason works with C-suite executives and senior operators to build data-driven strategies and execute.

Greg Niejadlik
Principal, UX Strategy
Greg is a UX strategist and product design leader with over two decades of experience bringing focus to chaos across enterprise eCommerce, B2B SaaS, and marketplace ecosystems.

Calvin Freitas
Principal Engineer
Calvin is a Principal Front-End Engineer with over a decade of experience building websites and web applications at Amazon, Microsoft, and startups.
Connected Network
Vantage engages a trusted network of senior operators — former product, data, and design leaders from Amazon, Microsoft, Oracle, Naspers, Baymard, and growth-stage startups — allowing us to assemble precise, experienced teams without consultancy overhead.
Who We Serve
From growing startups to enterprise organizations
We partner with businesses ready to move from AI hype to implementation — transforming their customer experience and driving measurable efficiency gains.
Our clients include: