The AI Pilot Blueprint™
From stalled AI pilots to a credible path to production.
A 40-day, hands-on product and infrastructure readiness engagement for Series A AI founders and CTOs who need to identify enterprise blockers, establish a practical execution roadmap, and create repeatable product delivery processes.
A successful AI pilot is not the same as a production-ready product.
A working AI capability is only part of the picture. Product prioritization, infrastructure, testing, deployment, and operational ownership need to work together before the business can build dependable production momentum.
Pilots stall
Moving from demonstration to production is difficult to plan and coordinate.
Execution is unpredictable
Decisions and handoffs depend on individual intervention instead of repeatable processes.
The roadmap is unclear
Leadership needs a credible delivery plan for product priorities and funding discussions.
You can't scale an AI product on a broken foundation.
The AI Pilot Blueprint™ uses a five-stage infrastructure readiness process to address the conditions that can keep promising AI products trapped in pilots. We start with the foundation, then develop the roadmap, operating practices, and metrics needed to guide the next stage of delivery.
Five stages. One coordinated 40-day engagement.
01–02. Assess & Diagnose
Review the product backlog, existing delivery processes, and enterprise blockers affecting production readiness.
03. Design
Develop a full product strategy and a structured 90-day roadmap, broken into logical execution blocks.
04. Execute
Work alongside your team to examine and guide improvements across product planning, design, development, testing, deployment, and supporting functions such as SRE.
05. Measure
Define the KPIs and review practices that help leadership evaluate release predictability, pilot-to-production conversion, and product defect rates.
A product strategy your team can act on. A playbook it can repeat.
Product Strategy
A consolidated product direction based on current priorities, backlog, and deployment blockers.
90-Day Execution Roadmap
A sequenced roadmap broken into logical blocks for the team's next phase of execution.
Product Delivery Playbook
A process for roadmap planning, decision-making, and continuous improvement.
KPI Measurement Approach
Measurement practices covering release predictability, pilot-to-production conversion, and defect rates.
Strategy and execution guidance, alongside your existing team.
During the 40 days
Collaborative working sessions and meetings, delivery-process review, roadmap development, practical guidance, and progress reports throughout the engagement.
Beyond day 40
Your team can carry forward the strategy and playbook. Optional continued advisory, measurement, and reviews may be arranged separately.
Experienced product and infrastructure leadership, without replacing your team.
Hiring a full-time leader or assigning this work internally may be appropriate. Ardent Foundry offers a defined engagement combining senior-level strategy with practical guidance alongside the people already responsible for your product.
30+ years in product development and infrastructure.
Experience includes work at Google, Meta, IBM, and Cisco Systems across complex product development and infrastructure initiatives.
A defined engagement with transparent decision points.
Scope Before Commitment
Our next conversation confirms your needs, scope, and mutual fit. Investment and payment details are discussed directly.
Cancellation and Milestones
If disagreements over project direction lead to cancellation, completed milestones form the basis for determining work earned and refunds for uncompleted work, under the agreed engagement terms.
Frequently Asked Questions
Does Ardent Foundry replace our CTO or engineering team?
No. This is a done-with-you engagement that works alongside your existing team.
Will our AI product reach production in 40 days?
The engagement establishes a product strategy, execution roadmap, delivery playbook, and measurement approach. Actual deployment depends on technical readiness and subsequent implementation.
What happens after the Blueprint engagement?
Your team carries forward the roadmap and playbook. Optional advisory, measurement, and reviews can be discussed separately.
What happens if we disagree on project direction?
The engagement may be cancelled over disagreements on direction. Completed milestones form the basis for evaluating work earned and any refund for uncompleted work, according to the signed agreement.
Your AI pilots deserve a credible path forward.
Book a conversation with Ardent Foundry to review your product's current readiness, identify what may be blocking production, and determine whether this 40-day engagement is the right next move.