Operations & AI Advisory

The best operations don't happen by accident. They're built.

Alignment and enablement alchemize operations that scale. AI adds the horsepower for efficiency.

AI that makes it to production
$20M–$100M revenue companies
Fixed scope · Fully remote
No retainer. No bloat.

AI pilots don't fail. Launches do.

The tools work and the demos are impressive — pilots stall because nobody redesigned the workflow, brought the team along, or defined what "done" looks like. That's not a technology problem. It's a change management problem, and it's why AI initiatives stay stuck in pilot mode indefinitely.

88%

of AI pilots never reach production(IDC, 2025)


How We Work Together

Engagements are fixed-scope and tailored to where you are today — no two look exactly alike. Full structure, timeline, and pricing are shared once we've talked through what you actually need.

Start the conversation →
1

Discover

Map what's actually happening today

2

Align

Get the right people moving together

3

Deploy

Put it into production and make it stick


Whitney helps organizations build more efficient, scalable operations — by guiding their teams to leverage AI as the catalyst, and organizational alignment as the discipline that makes it stick.

Whitney Houser

Whitney Houser spent 15 years building enablement and operations functions inside SaaS, e-commerce, and ed-tech companies. She holds an MBA, a Graduate Certificate in Organizational Leadership, and an M.A. in Counseling — a combination that positions her at the intersection of operational strategy and organizational change management.

What she actually does

Builds the teams, operations, and systems that make AI actually stick

Most consultants hand you a strategy deck and leave. Whitney sits at the table with your ops team, your GTM team, and your leadership — building the enablement and operational structure that makes adoption real, with AI woven in as the accelerant, not the whole story.

Who she's not

Not a vendor. Not a generalist digital transformation firm.

Whitney is specifically focused on the $20M–$100M mid-market, where you have real ambition to scale operations and teams but haven't yet built the GTM enablement or AI function to support it. That's the window she's built for.

Her model

Fractional, remote, and accountable to outcomes

Fixed-scope engagements mean aligned incentives. She doesn't benefit from staying longer — the goal is to build operations, enablement, and AI-powered systems that are self-sufficient quickly, not dependent on her indefinitely.

Background includes
Invoca Go1 Etsy WeWork 2U AI Enablement Change Management Revenue Operations

Let's See If We're a Fit

Share where you're stuck and what you need help with. No pitch deck — just a real read on whether this is the right move for where you are.

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Fully remote · Available EST & PST
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No spam, no newsletter, no unsolicited follow-up if we're not a fit.