What does AI consulting cost at Ars Innovate?

Engagements range from a free 15-minute Discovery Call to multi-week diagnostics in the $10,000–$75,000+ range depending on organization size. Our hourly Strategy Session rate is $1,500/hr with a 1-hour minimum. The Orchestration Maturity Diagnostic is tiered: Small (<250 employees) starts at $10K, Mid-market (250–2,500) ranges $25K–$75K, and Enterprise is custom-quoted. The Strategy AI Advisor retainer is from $8K/month with a 3-month minimum. Specific pricing is confirmed during the Discovery Call based on your scope.

How do I know if my organization is ready for AI?

Most organizations think they have a technology readiness problem when they actually have an organizational learning problem. The Orchestration Maturity Framework — our peer-reviewed model published with co-author Gregg Gerdau in 2026 — diagnoses readiness across five pillars: Culture & Leadership, Human Capital & Operations, Data Architecture, Systems & Infrastructure, and Governance & Regulatory Compliance. Each is scored across three stages: Siloed, Integrated, or Orchestrated. The Discovery Call gives you a quick stage placement; the Diagnostic gives you the full picture and a 90-day roadmap.

What is the Orchestration Maturity Framework?

A peer-reviewed model for diagnosing enterprise AI capability across five interconnected pillars and three developmental stages (Siloed → Integrated → Orchestrated). Drawn from systematic synthesis of 21 foundational sources and surveys of nearly 10,000 organizational leaders. Introduced in McClure & Gerdau (2026), SSRN. Read more about the framework →

What's the difference between AI readiness and AI implementation?

AI readiness is about whether your organization has the cultural, operational, data, infrastructure, and governance conditions to successfully ship AI. AI implementation is the technical work of building and deploying it. Most teams skip readiness, jump to implementation, and become part of the 80% of AI projects that fail. We do both: readiness through the Diagnostic, implementation through workshops and embedded engagements covering model selection, secure RAG, and LLMOps observability.

Do you only work with companies in Raleigh-Durham?

No. We’re based in the Raleigh-Durham area (RTP, North Carolina), with additional in-person availability in Tampa Bay, Florida and the Greater Buffalo-Niagara region in Western New York. We work with clients nationally and internationally, both virtually and on-site. Most engagements are virtual, with on-site sessions for kickoffs, workshops, and milestone reviews.

What industries do you serve?

Software services and IT consultancies. Healthcare and life sciences. Financial services and insurance (fintech, insurtech). Regulated SaaS (clinical research, benefits, compliance, identity, document intelligence). Manufacturing and industrial. Logistics and supply chain. The framework is industry-agnostic; the regulatory and operational nuance changes by sector. See full industries list →

How long does a typical engagement take?

Discovery Call: 15 minutes. Strategy Session: 1–3 hours. Orchestration Maturity Diagnostic: 1–6 weeks depending on organization size. Workshop + 6-Week Embed: roughly two months. Strategy AI Advisor: monthly retainer with a 3-month minimum. Pilot Partnership: scope-dependent.

Do you sign NDAs?

Yes. We routinely sign mutual NDAs before sharing detailed organizational information, especially for the Diagnostic and Pilot Partnership engagements. We can use your standard NDA template or send ours.

What are your credentials?

Dr. Jeanne McClure holds a PhD from NC State University and is currently an NSF Postdoctoral Fellow at NC State’s Data Science and AI Academy. Co-author of the Orchestration Maturity Framework, with research supported by NSF Grant #DGE-2222148. 30+ invited talks since 2022 at venues including DevOpsDays Raleigh, Raleigh Durham Startup Week, useR! 2025, the University of Nagoya (Japan), and Voxel51’s Women in AI series. Outstanding Design Paper Award at the International Conference of the Learning Sciences (2024). Full bio →

How do I get started?

Click the “Book a Discovery Call” button on this page or submit the contact form. The Discovery Call is free, 15 minutes, and structured. You’ll leave with a stage placement on the Orchestration Maturity Framework and one clear next step — even if we don’t end up working together.

Have a question that isn’t covered here? Reach out directly — we’ll get back within 24 hours.