Take your AI product from pilot to paying customers.
Business and technology advisory for VPs of Product, CPOs, and founders adding AI to an existing product. We bring a proven enterprise lifecycle, from discovery to adoption, and apply it to AI.
Advisory built for product and technology leaders.
Retainer and fixed-scope engagements that pair senior judgment with hands-on execution.
Product Management Consulting
Roadmaps, prioritization, and product operating models that turn strategy into shipped outcomes.
AI Strategy
Where AI creates real value in your product, what it will take, and what to build first.
Product Innovation
Structured discovery that finds, tests, and sharpens the ideas worth funding.
Digital Transformation
Modernize systems and workflows with a plan that the business and IT both own.
Executive Advisory
A senior sounding board for product and technology leaders on high-stakes decisions.
Leadership Coaching
Coaching that builds confident product leaders and high-performing product teams.
A clear path from first conversation to launch.
Readiness Review
We discuss your AI initiative, where it is stalling, and the single most important next decision. You leave with clarity, whether or not we work together.
Book a reviewAI Product Readiness Assessment
A structured evaluation across all six lifecycle stages. You receive a scored readiness report, risk register, and prioritized launch plan your team can act on.
Request an assessmentLaunch Advisory
Ongoing senior guidance through build, evaluation, pricing, and go-to-market, with the cadence and accountability of an embedded product leader.
Discuss a retainerThe MBX AI Product Lifecycle.
Six stages that structure every engagement, so nothing critical to launch is left to chance.
The same discipline has moved enterprise software through roadmap, build, launch, and adoption with demanding buyers. AI adds new questions about data, evaluation, model risk, and usage-based pricing. The lifecycle answers them in order.
- Outcomes defined before features
- Risk and quality measured before launch
- Pricing and sales motion designed for enterprise buyers
Discovery
Frame the problem, the buyer, and the value worth building.
Data Readiness
Confirm the data, access, and governance the AI depends on.
Build
Ship the smallest product that proves the outcome.
Evaluation
Measure quality, risk, and cost before customers do.
Launch
Price, position, and sell it to enterprise buyers.
Adoption
Drive usage, retention, and expansion after go-live.
Questions leaders ask before we start.
Still have a question? Send us a note and we will respond within one business day.
Who is MBX Advisory for?
VPs of Product, CPOs, and founders who are adding AI to an existing product, or taking a new AI or industry product to market, and want a proven lifecycle to get from pilot to paying customers.
What happens in the 30-minute readiness review?
We discuss your initiative, where it is stalling, and the single most important next decision. You leave with a clear recommendation, whether or not we work together. There is no cost and no obligation.
What do I receive from the AI Product Readiness Assessment?
A scored readiness report across all six lifecycle stages, a risk register, and a prioritized launch plan your team can act on immediately.
How is advisory priced?
The Readiness Assessment is a fixed fee agreed before work begins. Launch Advisory is a monthly retainer sized to the cadence and scope you need. We confirm pricing after the readiness review, once we understand your goals.
How long does an engagement take?
Readiness Assessments are short, focused engagements measured in weeks. Launch Advisory runs month to month for as long as it adds value, typically through build, evaluation, and go-to-market.
Do you work with our existing team and tools?
Yes. We work alongside your product, engineering, and go-to-market teams and fit into the tools and cadence you already use.
How do you handle confidentiality?
We sign mutual NDAs before any detailed discussion. Client names and results are never published without written permission.
Can you also train our team?
Yes. MBX Learn offers private cohorts so your team builds the same AI product skills applied in your engagement.
Start with a readiness review.
Choose a time that works for you. Reviews are limited each week to keep every conversation focused.
Book an AI Product Readiness Review
A focused 30-minute conversation about where your AI initiative stands and what it needs to reach launch. Send a short note with your goals and preferred times, and we will confirm a slot by email.
Request a timeHave a specific challenge in mind?
Tell us about your product, your timeline pressure, and what success looks like. We respond within one business day.