AI Strategy & Adoption
Evaluate where AI fits your product or operations. Define use cases, assess vendors, and plan adoption with your team.
Work with me to set product priorities, evaluate AI opportunities, and guide delivery with your engineering team. I’m available for focused projects and fractional product leadership.
We’ll start with what your business needs and agree on where I can help, whether that’s a specific product decision, a roadmap, or ongoing product leadership.
Evaluate where AI fits your product or operations. Define use cases, assess vendors, and plan adoption with your team.
Prioritize features, define a roadmap, and coordinate design and development through release.
Map manual processes, identify where automation makes sense, and define requirements and review points with your team.
Connect content, conversion, and experimentation to a clear growth strategy.
Plan migrations, evaluate vendors, and help your team decide what to build, replace, or buy.
Define success measures, reporting needs, and the data your team needs to make product and business decisions.
We’ll work through priorities, scope, and delivery planning together, alongside your engineering team and business stakeholders.
Review the business need, customer feedback, existing systems, and constraints with your team.
Agree on what to do first, what can wait, and what engineering needs to deliver.
Coordinate teams, resolve product decisions, and track progress against the agreed outcomes.
Selected projects from Alex Andrews’ career, including work completed before ndrws LLC was formed. Explore the full portfolio for more projects, roles, and outcomes.
An AI lead-scoring system that turns historical booking data into better referral decisions. Alex led the product from concept through delivery, including the dashboard sales teams use to review leads.
A unified admin suite for company-wide biometric devices, with direct API integrations for fingerprint and iris data, last-seen locations, scan timestamps, and rapid enable/disable controls. Three legacy systems collapsed into one.
I’m Alex, founder of ndrws. For more than 20 years, I’ve worked in product leadership across hospitality, government, gaming, and enterprise.
I help teams set priorities, evaluate where AI fits, and plan product and platform changes. That includes shaping roadmaps, collaborating with engineering, and coordinating delivery across teams.
Alex Andrews · Founder, ndrws LLCAlex’s career experience
A focused engagement addresses a specific decision or planning need, such as a product roadmap, an AI opportunity assessment, or a platform migration plan. Fractional product leadership provides ongoing direction for priorities, engineering collaboration, and delivery without hiring a full-time head of product.
You’ll work with me. We’ll sort out priorities together, and I’ll work alongside your team on product decisions and delivery.
Describe the decision or challenge, the teams involved, and what needs to change. Include your timeline and budget if you have them. An existing roadmap, a product brief, or a process that needs attention is enough to start the conversation.
Email me about what you’re working on and where you need help. We’ll talk through the priorities and next steps.