Alteryx crosses $1B ARR under MacMillan's leadership 380 million automated workflows annually - and counting Andy MacMillan appointed CEO of Alteryx - December 2024 750,000 community members and growing Scotland's trade envoy in Silicon Valley Alteryx One unified platform launched 2026 MacMillan: "When automation becomes agentic, inconsistency is enterprise risk" Three CEO roles. Three companies scaled. One playbook: customer first Alteryx crosses $1B ARR under MacMillan's leadership 380 million automated workflows annually - and counting Andy MacMillan appointed CEO of Alteryx - December 2024 750,000 community members and growing Scotland's trade envoy in Silicon Valley Alteryx One unified platform launched 2026 MacMillan: "When automation becomes agentic, inconsistency is enterprise risk" Three CEO roles. Three companies scaled. One playbook: customer first

Chief Executive Officer - Alteryx

Andy
MacMillan

CEO / Enterprise Analytics / AI Governance / Scotland Trade Envoy

A Michigan Spartan who wrote Java for GM in Detroit, took an MBA in Edinburgh, and spent two decades building enterprise software companies - each one bigger and more consequential than the last. Now at the helm of Alteryx, he's turning a $1B analytics platform into the infrastructure layer for responsible AI at scale.

Analytics AI Platform SaaS Enterprise Data Governance Operator
Andy MacMillan, CEO of Alteryx

Andy MacMillan / CEO, Alteryx / Irvine, California

$1B+ Annual Recurring Revenue
380M Automated Workflows / Year
750K+ Community Members
20+ Years Enterprise SaaS

The Operator's Operator

The resume reads like a greatest-hits compilation of enterprise software's last two decades: Electronic Data Systems, Stellent, Oracle, Salesforce, Act-On, UserTesting, Alteryx. But what makes Andy MacMillan interesting isn't the list - it's that every stop was a transformation story, and he kept choosing companies mid-turn rather than ones that were already humming.

He started as a Java developer in Detroit, building enterprise web applications for General Motors at EDS in the early days of the web. That detail matters. Most enterprise software CEOs arrive via consulting or finance. MacMillan arrived through the actual code - the kind of person who understands why a data pipeline breaks, not just what it costs when it does.

"Great companies are built on foundational pillars of culture and customer-centricity - I'm delighted to join such a company."

Andy MacMillan, on joining Alteryx as CEO, December 2024

The Edinburgh MBA was a detour that became a defining thread. A Midwesterner who earned an international MBA in Scotland doesn't just add a credential - he adds a network, a perspective, and, eventually, a formal appointment as a Trade and Investment Envoy for the Scottish Government. In 2022, the Scottish government named MacMillan as one of two California-based envoys tasked with building trade and investment connections between Scotland and American high-growth tech markets. He represents Scotland's interests at events like Tartan Week from his Bay Area base - while simultaneously running a major enterprise software company.

At Oracle he managed a $1B+ product line in the Fusion Middleware Group by his early 30s, working under Thomas Kurian. That's where he learned how large organizations drive consensus without top-down control - a lesson that would define his leadership philosophy at every company that followed. At Salesforce he served as Product Group COO and led Data.com, absorbing what customer-centricity looks like when it's baked into a company's DNA rather than bolted on as a marketing message.

"The deal closes quickly because it's important to the customer, not because it's important to us."

Act-On Software was his first CEO role, and he took a marketing automation company from niche player to Gartner Visionary. Then UserTesting - which he joined in 2018 and grew from $40 million to over $100 million ARR, accelerating annual growth from 22% to 35% through deliberate pipeline focus. His diagnosis at UserTesting was straightforward: the product had genuine product-market fit (every customer told him the same story), so the constraint was growth infrastructure, not product quality. He fixed the constraint.

Now at Alteryx - backed by Clearlake Capital and Insight Partners since the company went private in 2023 - he's operating at a different scale entirely. The $1 billion ARR milestone came in early 2026. The community has grown to 750,000+ members. The platform now automates 380 million workflows annually. His mandate: make Alteryx the governed analytics layer that enterprises need before they can actually trust AI at scale.


Seven Companies. One Through-Line.

EDS / GM
Java Developer
Built enterprise web apps for General Motors in Detroit. The code foundation.
Stellent
VP Product Marketing
Minnesota content management startup. Later acquired by Oracle.
Oracle
VP Product Management
Fusion Middleware Group under Thomas Kurian. Managing $1B+ by his early 30s.
Salesforce
Product Group COO
Led Data.com. Learned customer-centricity as operational DNA, not branding.
Act-On
Chairman & CEO
First CEO stint. Took marketing automation co. from niche to Gartner Visionary.
UserTesting
CEO
$40M to $100M+ ARR. Growth rate from 22% to 35%. Pipeline was the lever.
Alteryx
CEO
$1B+ ARR. 750K members. Building the AI-ready data layer for the enterprise.

From Detroit Code Shop to Irvine Boardroom

Early Career
Writes Java for General Motors at EDS in Detroit - the software foundation before the MBA pivot.
Edinburgh MBA
Earns an International MBA from the University of Edinburgh. A Midwestern developer becomes a global executive.
2002-2007 / Oracle
Five years in the Fusion Middleware Group under Thomas Kurian. Manages a $1B+ product line by his early 30s. Learns enterprise scale and consensus-driven leadership.
2007-2013 / Salesforce
Joins Salesforce as Product Group COO. Leads the Data.com division. Absorbs the Salesforce model of relentless customer success at scale.
2013-2018 / Act-On
Takes the CEO chair at Act-On Software. Transforms the marketing automation platform from niche player to Gartner Visionary. First company-wide turnaround under his name.
2018 / UserTesting
Joins UserTesting as CEO. Grows the company from $40M to $100M+ ARR by fixing pipeline infrastructure, not the product - which customers already loved.
2022 / Scotland
Appointed Trade and Investment Envoy for the Scottish Government. Represents Scottish tech interests to American markets from his Bay Area base.
Dec 2024 / Alteryx
Appointed CEO of Alteryx by backers Clearlake Capital and Insight Partners. Third CEO role, largest platform yet.
March 2026
Alteryx crosses $1B ARR, grows community to 750,000+ members, and launches Alteryx One - the unified AI-governed analytics platform.

The Scoreboard

Grew Alteryx past $1 billion ARR - one of enterprise analytics' largest milestones
Built Alteryx community to 750,000+ members automating 380M workflows per year
Launched Alteryx One - unified AI-governed analytics platform (2026)
Grew UserTesting from $40M to $100M+ ARR; accelerated growth rate from 22% to 35%
Took Act-On from niche marketing automation to Gartner Visionary
Appointed Scotland Trade & Investment Envoy by the Scottish Government (2022)
20+ years leading enterprise SaaS companies from developer to C-suite
Started as a Java developer at EDS building GM's enterprise apps MBA from the University of Edinburgh - a Midwesterner goes transatlantic Managed a $1B+ Oracle product line in his early 30s @apmacmillan on Twitter/X - consistent handle across three CEO stints Scotland's tech envoy in Silicon Valley since 2022 Three children; advocates for work-life balance in tech Openly discusses imposter syndrome as a sitting CEO Says the SaaS industry is "too white, too male, too San Francisco" Alteryx community: 750,000 members - larger than many US cities Started as a Java developer at EDS building GM's enterprise apps MBA from the University of Edinburgh - a Midwesterner goes transatlantic Managed a $1B+ Oracle product line in his early 30s @apmacmillan on Twitter/X - consistent handle across three CEO stints Scotland's tech envoy in Silicon Valley since 2022 Three children; advocates for work-life balance in tech Openly discusses imposter syndrome as a sitting CEO Says the SaaS industry is "too white, too male, too San Francisco" Alteryx community: 750,000 members - larger than many US cities

Running Before We Can Walk

MacMillan has a clear-eyed, occasionally contrarian take on the AI moment. While competitors rush to ship agentic features, he's building the governed logic layer that makes agentic AI safe at enterprise scale - not a governance tax on top of AI, but the foundation that makes AI trustworthy in the first place.

His argument: when automation becomes agentic, inconsistency doesn't just cost money - it becomes systemic risk. An AI that makes inconsistent decisions across 380 million workflows a year isn't just inefficient. It's a liability. His platform thesis is built around that insight.

On the hype cycle, he is characteristically direct: "We are being sold on the idea of running before we can walk or crawl." That's not pessimism - it's a product strategy dressed up as a warning.

On Governance

"AI can't just be a black box." MacMillan insists on visual workflows and selective data integration over bulk data loading - transparency as a product feature.

On Risk

"When automation becomes agentic, inconsistency is no longer just inefficient. It becomes an enterprise risk." Organizations that scale AI without governed logic scale risk faster than productivity.

On the Future

Expects AI to reduce data-entry work, but sees the future as AI supporting human productivity - not humans servicing AI systems. The human stays in the loop.

On Trust

89% of enterprises plan to maintain or increase AI spending in 2026. But 28% report limited confidence in data accuracy. MacMillan's bet: trust is the moat.


Quotable MacMillan

"The people that are in the room with you thinking through the problem are your most bought-in supporters."

On participatory leadership

"The deal closes quickly because it's important to the customer, not because it's important to us."

On sales philosophy

"My job is to facilitate conversations across teams to achieve alignment."

On the CEO role

"I'm fine paying for what I use. What's frustrating to me is paying for what I don't use."

On pricing philosophy

"The secret to growing a company is being able to hire and feed salespeople."

On scaling revenue

"The SaaS industry is too white, too male, too San Francisco."

On diversity - unusually candid for a sitting CEO

The Details That Explain the Person

01
Went from writing enterprise Java for General Motors in Detroit to running one of enterprise analytics' largest platforms. Full loop.
02
A Michigan State Spartan who earned an MBA in Edinburgh - the Midwesterner who became Scotland's tech ambassador in Silicon Valley.
03
The @apmacmillan Twitter handle has survived three CEO stints and nearly two decades of tech industry churn. Unusual brand consistency.
04
Grew up playing competitive sports. Says that formative experience still shapes how he thinks about team performance and pressure.
05
Openly admits to regularly experiencing imposter syndrome - while running a company with $1B+ in annual recurring revenue.
06
Uses "chunked scheduling" - specific topics each week - to gather input multiple times before any major decision. The structured listener.
07
Alteryx's 750,000 community members is larger than the population of Seattle. MacMillan treats that community as a product feature, not a marketing metric.

How He Actually Leads

MacMillan's leadership model has a name - V2MOM, a framework borrowed from his Salesforce days: vision, values, methods, obstacles, measures. At Salesforce, Marc Benioff made it famous as an alignment tool. MacMillan uses it as an operating system. Every team in his org runs through it, which means alignment is baked into the process rather than negotiated in every meeting.

His approach to decision-making is participatory but structured. He calls it "chunked scheduling" - he dedicates specific weeks to specific topics, which means he gathers input from multiple stakeholders before any decision lands. The people in the room when you're solving a problem are, by definition, your most bought-in supporters. He engineers that buy-in deliberately.

"My job is to facilitate conversations across teams to achieve alignment."

Andy MacMillan - on the actual work of being CEO

On the sales side, his philosophy is blunt: the secret to growing a company is being able to hire and feed salespeople. At UserTesting, he diagnosed the growth constraint as pipeline infrastructure, not product quality. The customers loved the product. The company just wasn't getting the product in front of enough customers fast enough. He fixed the machine, not the widget - and grew ARR from $40M to $100M+ in the process.

His pricing stance is telling: he hates paying for what he doesn't use. That consumer-grade intuition - that enterprise software buyers are also people who notice waste - shapes how Alteryx packages its platform. The move toward usage-based pricing in enterprise analytics isn't just a market trend. For MacMillan, it's a values statement.

The diversity comment - "the SaaS industry is too white, too male, too San Francisco" - is worth sitting with. Sitting CEOs don't usually say things like that without prompting. He said it unprompted in an interview. It signals something about how he reads the industry he's spent 20 years building, and what he thinks needs to change about it.

Scotland Connection

Appointed Trade & Investment Envoy for the Scottish Government in 2022. Represents Scotland's tech ecosystem to American markets, from Tartan Week events to Silicon Valley investment meetings - while simultaneously running Alteryx.

Watch & Listen

YouTube / Fortt Knox
Alteryx CEO: A Fortt Knox Update
MacMillan on Alteryx's transformation, AI strategy, and where enterprise analytics is heading next.
Watch on YouTube →
Podcast / SaaStr
SaaStr Podcast #395
MacMillan on growing UserTesting, pipeline discipline, hiring salespeople, and the mechanics of SaaS scale.
Listen on SaaStr →
Webinar / Alteryx
AI and Executive Leadership in 2026
MacMillan and Ethan Mollick share C-suite insight on AI strategy, data trust, and organizational readiness.
Watch the Webinar →