WRKSTREAM — AI That Ships

Sound Familiar?

Your company isn't behind on AI. It's stuck.

You've seen the demos. Had the internal meetings. Read the memos. But six months later, nothing has shipped and your competitors are moving. The gap isn't knowledge. It's momentum.

"We don't know where to start"

Leadership wants AI adoption but hasn't defined what that means for your operations. So every team waits for someone else to go first.

"Every vendor is selling us something"

You need honest advice about what's real and what's hype. Instead, every meeting ends with a subscription pitch and no clarity.

"Half our team is excited, half is terrified"

Nobody is facilitating the honest conversation about what AI changes, what it doesn't, and what it means for your people.

"We need a builder, not another advisor"

Strategy decks collect dust. You need someone who can show your team what's possible by actually building it in front of them.

The Workshop

Your team becomes the AI team. In one session.

This isn't a lecture. It's a working session designed to get your people from skeptical to capable, using real problems from your business.

Before

We learn your world first

A short intake form captures your tech stack, data maturity, team structure, and the problems keeping your operators up at night. Everything that follows is built around your reality, not a generic curriculum.

Opening

See what's possible, live

We open with a live, working application built for your industry. Not a chatbot. Not a slide deck about ChatGPT. A real tool that combines multiple types of AI (machine learning, retrieval systems, language models) to solve an actual operational problem. Most teams think AI means a chat window. This is the moment they realize it's much bigger than that.

Imagine your invoice classification running in seconds instead of hours, or your field data surfacing patterns no one on your team has time to find. That's the kind of thing we demo, live, in your first 20 minutes.

Session

The conversation your team needs to have

AI readiness. Data infrastructure. Where different types of AI fit your operations. But more importantly: a facilitated, honest discussion about your team's ambitions, constraints, fears, and blind spots. The stuff that never surfaces in vendor meetings.

Outcome

Your team leaves with a plan they own

Not a recommendation deck that gathers dust. A defined sprint with a specific challenge, clear scope, realistic timeline, and named owners from your team. Ready to execute Monday morning, no outside help required.

Sprint

$6,000

Half-day · 3–4 hours

Live AI demo relevant to your industry
AI readiness assessment for your stack
Problem identification and prioritization
Facilitated team alignment session
One actionable sprint plan with named owners

Intensive

$10,000

Full-day · 6–8 hours

Everything in the Sprint
Deep tech stack and data infrastructure review
Sprint plans across multiple departments
90-day AI implementation roadmap
30-day follow-up check-in call

What Changes

Teams that go through this don't go back to waiting.

Day 1

Your team leaves with a working understanding of where AI fits your operations, and a sprint plan with named owners.

Clarity + alignment + a real plan

Week 1

Sprint is underway. Internal owners are executing against a defined scope, using tools and frameworks from the session.

Momentum that doesn't require us

Selected Work

We don't just advise. We build.

Strategy is only valuable when it ships. Here's what that looks like.

How We Think

What a Master Tailor Can Teach You About AI Readiness

We took a real business with exceptional craft and a website from 2016, then showed exactly how we'd modernize it. Strategy, design, and build in two weeks.

90%

Cost reduction vs. agency

2 wks

Concept to launch

Full brand audit and positioning strategy
Complete website redesign with modern stack
Built to be maintained without a developer

See how we'd fix it →

AI Strategy

Clarke

Cross-functional AI workshop that redirected 18 months of planned hiring into a 90-day sprint, saving $250K in misallocated budget.

Workshop Strategy Leadership

AI Startup

Encube

Built the GTM engine for an AI workforce intelligence platform pre-boom. Acquired by Hitch Works in 2021.

Acquired 2021 AI / ML GTM

Full Build

LivNow

$200K enterprise relocation platform built for $20K using no-code and AI. Full operations hub from zero.

Product Software No-Code

Enterprise Hardware

Life Fitness

9 patents, $420M P&L. Commercial fitness equipment shipped to facilities on 6 continents.

Hardware Patents Global

The Approach

No pitch. No upsell. Just an honest conversation about what's real.

Most AI workshops are thinly veiled sales presentations. You sit through two hours of slides, get handed a proposal for a six-figure implementation, and your team is no closer to actually doing anything.

WRKSTREAM is different because it's run by a builder. Justin has launched products across hardware (Life Fitness, Honeywell), software (LivNow), and AI (Encube, acquired 2021). He builds AI tools every day. Not as a demo. As his actual work.

That means your workshop is led by someone who knows what's genuinely useful, what's hype, and what your team can realistically execute on their own. No recurring retainer. No platform to sell you. Just clarity and a plan.

Clarke Encube (acquired) Honeywell Life Fitness LivNow Chicago Car Collective

"Testimonial from Justin goes here. Something about Justin Mayer's ability to cut through AI hype and actually build things that work for real businesses."

Justin Ullman · CEO, RhinoDox

"Testimonial from Andy goes here. Something about seeing a business problem and immediately translating it into a solution, which is how HarborIQ got started."

Andy Sertler · President, Sertler & Associates

Turn your AI investment into operational leverage.