AI Strategy & Implementation
Find where AI actually creates leverage — then ship it responsibly. No stickers slapped on a laptop.
ndrws is the product, AI, and platform consultancy for teams that need senior leadership without the full-time hire — turning roadmaps into delivery and ambition into measurable results.
Six ways ndrws creates leverage. Each engagement is scoped to outcomes, run with delivery discipline, and built to keep working after the work ends.
Find where AI actually creates leverage — then ship it responsibly. No stickers slapped on a laptop.
Turn business goals into a roadmap that ships — with the operating model and rituals to back it.
Map the friction, automate the highest-cost steps, and keep humans in the loop where quality matters.
The systems behind growth — content, conversion, and experimentation engineered to compound.
Untangle messy platforms, cut technical debt, and make build-vs-buy calls with clear eyes.
Metrics people actually trust and dashboards that drive decisions — not vanity numbers nobody reads.
A sample of engagements — each scoped to a hard problem and measured by what changed for the business.
Sales teams couldn't see the best referral opportunities across a sprawling property network. We applied AI to historical referral data to surface patterns, score high-conversion properties, and point reps at better-fit deals.
A unified admin suite for company-wide biometric devices — direct API integrations for fingerprint and iris data, last-seen locations, scan timestamps, and rapid enable/disable controls. Three legacy systems collapsed into one.
A major hospitality conference needed better attendee engagement, navigation, and traffic flow. We used event data, mapping, and geolocation across shared web/mobile infrastructure to guide attendees and support registration.
A cross-network raid scheduling platform for friends scattered across Battle.net, Steam, Discord, and Xbox. It centralizes raid planning, availability, and character info into one sleek, mobile-first app.
Marketing teams kept shipping landing pages that exposed the business to ADA lawsuits. I built a conversion tool that brings existing sites up to WCAG 2.1 AA standards — accessible color, semantics, focus order, and alt text resolved in the pipeline rather than patched after launch.
I'm Alex Andrews. I lead product, engineering, creative, and project teams to build scalable digital products — bringing senior leadership to organizations that need direction without adding a full-time executive.
The work spans applied AI, platform modernization, delivery transformation, and data-driven decisions. The throughline is the same: practical operating models that improve speed, accountability, and measurable business outcomes — not slideware.
> Alex Andrews · ndrwsClient experience
Tell me what you're trying to move. I'll come back with where I'd start, what it'd take, and what "done" looks like.