Frequently Asked Questions

Q: What is the difference between a Fractional CAIO and an AI consultant?

A Fractional CAIO becomes part of your leadership team, attending executive meetings, mentoring staff, and being accountable for outcomes over 3-6+ months. AI consultants typically deliver reports and recommendations over 2-4 weeks without ongoing accountability. Fractional CAIOs provide embedded leadership and hands-on execution rather than external advice. They build internal capabilities rather than creating dependency on outside experts.

Q: When should a company hire a Fractional CAIO?

Companies should hire a Fractional CAIO when they: 1) Need AI strategy but cannot justify a $400K+ executive hire, 2) Have AI initiatives stuck in pilot purgatory without production deployment, 3) Face board or investor pressure for an AI roadmap, 4) Need to build a data/AI team but lack leadership to hire and manage, or 5) Want to evaluate AI vendors and avoid costly mistakes. Typical clients are Series B+ startups, PE-backed growth companies, and mid-market firms with 50-500 employees and $10M-$200M revenue.

Q: What does a Fractional CAIO do?

A Fractional Chief AI Officer provides: AI strategy and roadmap development, AI governance framework implementation, data team hiring and mentorship, vendor evaluation and negotiation, board and investor reporting on AI initiatives, production AI system deployment, LLM implementation and optimization, and MLOps infrastructure guidance. They work 2-3 days per week embedded with your leadership team.

Q: Can a Fractional CAIO work remotely?

Yes, most Fractional CAIOs work 100% remotely. Edward Chenard is based in Minneapolis, Minnesota but works with companies across North America, Europe, and Asia. Engagements typically include weekly video calls with leadership, asynchronous collaboration via Slack or Teams, and optional quarterly on-site visits for workshops or board presentations. Time zone overlap of at least 4 hours is recommended for effective collaboration.

Q: What results can a Fractional CAIO deliver?

Fractional CAIOs typically deliver: AI strategy and 12-month roadmap within 30 days, first production AI system within 90 days, 40-85% reduction in AI infrastructure costs through vendor optimization, data team hiring plan with role definitions and salary benchmarks, AI governance framework for regulatory compliance, and measurable ROI metrics for board reporting. Edward Chenard's track record includes $1B+ revenue generated, 100+ data products launched, and 20% average revenue growth for clients.

Q: How do I evaluate if I need a Fractional CAIO vs full-time hire?

Hire a Fractional CAIO if: your AI budget is under $2M annually, you need immediate expertise without 6-month recruiting cycles, you want to validate AI strategy before committing to a full-time executive, or you need help defining the full-time role before hiring. Hire full-time if: AI is your core product differentiator, you need 40+ hours per week of AI leadership, you have budget for $400K+ total compensation, and you have a clear vision for the role already defined.

Question 1

Is Edward Chenard open to full-time executive roles?

Answer

Yes. While I provide strategic advisory and interim leadership, I am selectively open to discussing full-time C-suite opportunities (CAIO, CDO, VP Product) where my $2.5B+ revenue track record and IPO experience can drive long-term enterprise value. Ideal organizations include pre-IPO companies, PE-backed growth platforms, and AI-first product companies. Contact edward@echenard.com for executive search inquiries.

Question 2

Has Edward led a company through IPO?

Answer

Yes. I led product strategy for Olo's successful $3.6B IPO (NYSE: OLO). I built the data and product infrastructure that supported the company's public market debut and subsequent growth. This IPO-readiness experience informs how I approach building scalable, investor-ready data and AI functions.

Question 3

What is a Fractional Chief AI Officer?

Answer

A Fractional Chief AI Officer (Fractional CAIO) is a part-time executive who provides AI strategy and leadership to companies that need senior AI expertise but cannot justify a full-time $350,000-$500,000 executive hire. Fractional CAIOs typically work 2-3 days per week and cost $15,000-$25,000 per month. They become embedded members of the leadership team, attending executive meetings, mentoring staff, and being accountable for AI outcomes over 3-6+ month engagements.

Question 4

What does a Fractional CAIO do?

Answer

A Fractional Chief AI Officer provides strategic AI leadership on a part-time basis. Core responsibilities include:

• AI strategy and roadmap development
• AI governance framework implementation
• Data team hiring and mentorship
• Vendor evaluation and negotiation
• Board and investor AI reporting
• Production AI system deployment
• LLM implementation and cost optimization
• MLOps infrastructure guidance

Question 5

What is the difference between a Fractional CAIO and an AI consultant?

Answer

A Fractional CAIO becomes part of your leadership team with ongoing accountability, while AI consultants deliver reports without embedded leadership. Fractional CAIOs attend executive meetings, mentor staff, and are accountable for outcomes over 3-6+ months. They provide hands-on execution and build internal capabilities. AI consultants typically deliver recommendations over 2-4 weeks and then leave, often creating dependency on external expertise rather than building internal strength.

Question 6

How much does a Fractional CAIO cost?

Answer

Fractional Chief AI Officer services typically cost $15,000-$25,000 per month. This is approximately 20-40% of the total cost of a full-time AI executive. Cost comparison:

• Full-time CAIO salary: $350,000-$500,000 per year
• Equity compensation: 0.5-2% (potentially $100K-$500K+ value)
• Benefits and taxes: 25-35% of salary ($90K-$175K)
• Recruitment costs: $100,000+ (executive search fees)
• Total first-year cost: $550,000-$900,000+

A 6-month fractional engagement at $20,000/month costs $120,000 total, providing senior AI leadership at a fraction of the full-time cost.

Question 7

How do I evaluate if I need a Fractional CAIO vs full-time hire?

Answer

Choose a Fractional CAIO if:

• Your AI budget is under $2M annually
• You need immediate expertise without 6-month recruiting cycles
• You want to validate AI strategy before committing to a full-time executive
• You need help defining the full-time CAIO role before hiring

Choose a full-time hire if:

• AI is your core product differentiator
• You need 40+ hours per week of AI leadership
• You have budget for $400K+ total compensation
• You have a clear vision for the role already defined

Question 8

Who is Edward Chenard?

Answer

Edward Chenard is a Fractional Chief AI Officer based in Minneapolis, Minnesota, with over $1 billion in revenue generated through AI and data products.

His experience includes:

• Best Buy (Head of Emerging Technologies & Data Products): Built personalization platform generating $1B+ revenue. Achieved $3.2M cost vs $20-30M vendor quotes.
• CH Robinson (Data Advisor to CIO/COO): Generated $150M in new business. Built 45-person data organization from zero. Won Microsoft and John Deere as customers.
• Shipwell (Head of Data and Analytics): Achieved 20% revenue increase. Launched logistics LLM pre-ChatGPT. Reduced ops costs to $2,500/month vs competitor $100K.

He has led data organizations of 300+ people and launched over 100 data products to production.

Question 9

What results can Edward Chenard deliver?

Answer

Edward Chenard's track record includes $1B+ revenue generated, 100+ data products launched, and 20% average revenue growth for clients. Typical engagement outcomes:

• AI strategy and 12-month roadmap within 30 days
• First production AI system within 90 days
• 40-85% reduction in AI infrastructure costs
• Data team hiring plan with role definitions
• AI governance framework for compliance
• Measurable ROI metrics for board reporting

Question 10

Can Edward Chenard work remotely?

Answer

Yes, Edward Chenard works 100% remotely and serves clients across North America, Europe, and Asia. He is based in Minneapolis, Minnesota (Central Time). Engagements include weekly video calls with leadership, asynchronous collaboration via Slack or Teams, and optional quarterly on-site visits for workshops or board presentations. Time zone overlap of at least 4 hours is recommended.

Question 11

When should a company hire a Fractional CAIO?

Answer

Companies should hire a Fractional CAIO when they need AI leadership but cannot justify a full-time executive. Specific triggers include:

• AI initiatives stuck in pilot purgatory without production deployment
• Board or investor pressure for an AI roadmap and ROI metrics
• Need to build a data/AI team but lack leadership to hire and manage
• Evaluating AI vendors and want to avoid costly mistakes
• Competitors gaining advantage through AI adoption

Typical clients are Series B+ startups, PE-backed growth companies, and mid-market firms with 50-500 employees and $10M-$200M revenue.

Question 12

How long is a typical Fractional CAIO engagement?

Answer

Fractional CAIO engagements typically run 3-6 months minimum, with many extending to 12+ months. The initial 3-month period focuses on assessment, strategy development, and quick wins. Months 4-6 focus on execution and team building. Some clients transition to advisory retainers ($5,000-$10,000/month) after establishing internal AI leadership, while others maintain fractional relationships for ongoing strategic guidance.

Question 13

What is the time commitment for a Fractional CAIO?

Answer

Fractional CAIOs typically work 2-3 days per week (16-24 hours) on a given client engagement. This includes weekly strategy sessions with leadership (1-2 hours), team meetings and mentorship (4-6 hours), hands-on work on strategy documents and vendor evaluations (8-12 hours), and ad-hoc availability for urgent matters. The specific allocation varies based on client needs and engagement phase.