Advisory, fractional or embedded work, or a full-time role in AI transformation or AI adoption, with leaders of software organisations whose AI tools sped up the work but not the business results. Remote from New Zealand, on US West Coast hours.

Chris Gagne
@chrisgagne
Not getting the ROI on your AI spend? I find where the work waits, starting with your delivery data, then help your leaders change it.
What I'm looking for
I was product lead on production machine learning at StubHub in 2013, and today I build and run deterministic and LLM tooling for clients myself. Most recently I built and shipped three tools into a 25+ team financial-services organisation; only one needed an LLM.
Alongside the tools, I worked with the CTO and product leaders on ownership and planning across three value streams. When AI speeds up the work, the delay moves to review, handoffs and approvals. I find where from the teams’ own delivery data, then help leaders choose what to change and see it through. I started in UX design and product, then spent ten years as an Agile coach, learning why process and tool changes do little when the wider system stays put.
Experience
Work history, roles, and key accomplishments
Principal Consultant
Approach Perfect
Sep 2020 - Present (6 years 2 months)
Most recently, 15 months solo at a global financial-services firm: 25+ teams in three value streams, each planning jointly every fortnight with the others represented. I built and shipped three tools there; only one needed an LLM. At NRC Health I led prioritisation of the whole epic portfolio with 30+ stakeholders: work in process fell, throughput rose, and we realised value sooner.
Fellow
Edmund Hillary Fellowship (EHF)
Mar 2019 - Present (7 years 8 months)
One of 525 Edmund Hillary Fellows selected from 3,400+ applicants. The EHF—a partnership between the Hillary Institute and the New Zealand government, the world's first Global Impact Visa programme—convenes entrepreneurs, investors, and changemakers committed to Aotearoa New Zealand as basecamp for global impact.
Enterprise Agile Coach
Holo.Host
May 2019 - Nov 2020 (1 year 6 months)
Enterprise Agile Coach to a globally-distributed organisation commercialising Holochain. Coaching for development teams, Product Owners, Scrum Masters, and executives. Primarily Large-Scale Scrum (LeSS); also Scrum, Kanban, and Lean training and mentoring.
Agile Coach, Large Enterprise Clients (Confidential)
Jun 2018 - May 2019 (11 months)
Agile training and coaching across two confidential enterprise clients: a global hospitality technology platform and a global entertainment business. Coaching for teams, Product Owners, Scrum Masters, and executives.
Agile Coach
Mandala Agile
Oct 2017 - May 2019 (1 year 7 months)
Public Scaled Agile Framework (SAFe) Scaled Agilist training. Designed and produced a self-paced video-based Scrum study programme for a leading DevOps company. Team and programme coaching at a leading healthcare startup on Agile, Scrum, Kanban, JIRA, and release planning.
Coached 20+ Agile teams including Product Owners, Scrum Masters, Programme Managers, and leadership. 140+ hours of training workshops. Developed a standardised Agile self-assessment instrument and global good-practice standards for Scrum coaching and ALM use.
Co-invented OpsDex™, a patented operations-benchmarking tool sampling a significant portion of the IT industry. Global product lead for PagerDuty Insights and R&D-phase confidential products (desktop and mobile). Coached two distributed Scrum teams and fellow Product Owners; introduced a SAFe-based planning framework.
Scaled Agile Framework (SAFe) training and coaching for development teams, Product Owners, Scrum Masters, and leadership. Co-facilitated the division's first Program Increment Planning event.
Agile Coach / Release Train Engineer
if(we)
May 2014 - Jul 2014 (2 months)
Agile training and coaching for in-house development teams, Product Owners, Scrum Masters, and executive leadership. Release Train Engineer for high-performance ScrumXP teams under SAFe.
Sr. Product Manager, StubHub Labs and Recommendations
Mar 2013 - May 2014 (1 year 2 months)
Global product lead for StubHub's Intelligent Recommendations Engine: production machine learning, a decade before the current AI cycle. Led early-stage consumer research and product development against long-term company objectives. Coached delivery and leadership teams on Agile (Scrum/Kanban) culture, principles, and practices.
Global product lead for eBay Student Accounts and confidential R&D-phase products. Internal product, analytics, and SEO consultant for eBay Sustainable Commerce, eBay Giving Works, and Instant Sale. Designed, shipped, and sunset high-profile products inside a large matrixed organisation. Collaborated with two dozen domestic and foreign cross-functional teams and partners.
Sr. Product Manager
Evolve Media, LLC
Aug 2008 - Sep 2011 (3 years 1 month)
Defined product strategy for four demographic hubs representing 75% of annual revenue and 60% of YoY growth. Managed up to three domestic and foreign cross-functional Agile development teams. Defined the company's mobile strategy and launched its first mobile websites. Designed an ad-targeting system that enabled previously unavailable highly-targeted campaigns. Researched, developed, and launched
Chief Operating Officer, Co-founder
Student of Fortune, Inc.
Oct 2005 - Jan 2009 (3 years 3 months)
Co-founded and operated an online tutorial marketplace from launch through acquisition by Chegg, Inc. (Aug 2011, terms undisclosed). Owned product, accounting, strategy, marketing, R&D, and development (Perl/MySQL on Apache/FreeBSD).
Product Manager
Oversee.net
Jul 2007 - Jul 2008 (1 year)
Product strategy and Agile delivery management for Low.com, a mortgage lead generator. Designed and shipped the industry's first credit-bureau-verified Federal Housing Administration mortgage lead. Designed and optimised landing pages using A/B, multi-factorial, and lab-based user testing. Consulted with the company's largest mortgage industry clients.
Director, Client Services
Leads360, LLC
Jun 2005 - Jun 2007 (2 years)
Directed account management and technical support through 45x revenue growth in under two years. Researched and developed best-practice recommendations for mortgage industry clients. Designed and evangelised core product functionality based on customer feedback and metrics-driven research. Conceived, designed, and developed LeadGuardian™, the first anti-theft tool on the market for mortgage leads
Education
Degrees, certifications, and relevant coursework
Org Topologies
Org Topologies™ Certified Consultant (C-OTC)
Issued Sep 2025
Org Topologies
Org Topologies™ Practitioner (OTP)
Issued Jul 2025
Odd-e
Certified LeSS Practicioner (3x)
Issued Apr 2019
ICAgile
ICAgile Certified Professional - Agile Team Facilitation
Issued May 2018
ICAgile
ICAgile Certified Professional - Agile Coaching
Issued Jun 2017
Scrum Alliance
Certified Scrum Master (CSM)
Issued Mar 2015 · Expired Feb 2021
Pragmatic Institute
Pragmatic Marketing Certified – Level III (PMC-III)
Issued Oct 2015
SAFe by Scaled Agile, Inc.
Certified SAFe® 4 Program Consultant (SPC)
Issued Apr 2014 · Expired Jul 2019
Scrum Alliance
Certified Scrum Product Owner (CSPO)
Issued Mar 2011 · Expired Feb 2021
Scrum Alliance
Certified Scrum Professional (CSP-PO and CSP-SM)
Issued Apr 2011 · Expired Feb 2021
UCLA Anderson School of Management
MBA, Entrepreneurship and International Management
2008 - 2011
Anderson Honor Society: Top 15% of class (GPA: 3.86; GMAT: 740)
International Study: HEC Exchange Program (Paris, France), SNU Exchange Program (Seoul, South Korea), Economic Evaluation in Healthcare (Cape Town, South Africa), Understanding Indian Financial Markets (Mumbai & New Delhi, India)
Occidental College
BA, Economics for Business and Management
2001 - 2003
Earned departmental honors for my thesis entitled "What effects will increased globalization have on America's knowledge workers?"
Availability
Location
Authorized to work in
Website
chrisgagne.comSalary expectations
Social media
Job categories
Skills
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