AI implementation for businesses that build

AI is scary.
Ignoring it is scarier.

If you run a business between $300K and $100M, the question isn't whether AI matters. It's whether you'll have it working before your competitors do.

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Why Us

When your business is on the line,
theory isn't enough.

We've built AI systems across professional services, music technology, SaaS, media, and e-commerce. Every engagement produced measurable results — time saved, costs cut, revenue created. Not projected. Measured.

That's what you want in a team — people with a track record of building things that actually work in production.

How We Work

You don't need an AI strategy.
You need three problems solved.

Every engagement follows the same four-step process. No six-month discovery phases. No 80-page reports. Just the work.

01

Assess

We map your operations and find the 3-5 places where AI creates immediate, measurable return. Everything else gets cut.

02

Build

Production systems, not prototypes. We build AI tools your team will actually use — integrated into the workflows they already know.

03

Deploy

Into your environment. Your tools. Your team's hands. With documentation, training, and zero disruption to what's already working.

04

Coach

Your team learns to run it without us. We're a launchpad, not a dependency. The goal is to make ourselves unnecessary.

Results

These aren't projections.
This is last quarter.

Professional Services
25% growth

Revenue growth for an SEO agency after we automated reporting across ~50 clients. 13 hours/week freed up for sales and strategy.

 Music / Entertainment
75-100%

More ad creative output after we built a 3-tool creative hub. 10-15 hours/week saved on briefing and Slack back-and-forth.

 SaaS / Technology
$15K+/mo

Monthly recurring revenue from a SaaS product we built in one week. Full multi-tenant architecture, paying customers from day one.

 Media / Data
$100K+ ARR

New recurring revenue from government data turned into an interactive dashboard. Zero editorial staff added. Updated daily on autopilot.

 E-Commerce / Marketplace
$3M GMV

In the first 12 months of a new business line. Authentication, vendor partnerships, and automated data flows — run by 1 FTE.
Who We Are

We build things that work.
Then we do it again.

We've helped an SEO agency grow revenue 25% by automating reporting. Built a music tech company's creative operations hub that doubled ad output. Took a SaaS product from concept to $15K/month revenue in a week. Launched a $100K ARR data product for a trade publication. Built a $3M GMV business line for an online marketplace.

Every engagement taught us something new about how AI works in real businesses — not in demos, not in theory, but in production with real revenue on the line.

That's what we bring to your business. Not a pitch deck. A track record. See the case studies →

FAQ

Questions we answer
before every engagement.

Do I need to understand AI to work with you?

No. That's the point. You tell us where your business is losing time or money, and we figure out whether AI is the right fix. If it isn't, we'll tell you that too.

How is this different from a typical AI consultant?

Most consultants deliver a strategy deck and move on. We deliver working systems — built, deployed, and running in your environment. We also use these systems ourselves, which tends to make a difference in how well they work.

What size business is this for?

$300K to $100M in annual revenue. Big enough to have real operations worth optimizing. Small enough that a single well-placed AI deployment can change the trajectory of the entire company.

How long until we see results?

Assessment takes one week. First deployment is typically live within 30 days. Measurable ROI within 60 days. We don't do six-month discovery phases.

What does the assessment include?

We map your operations, talk to your team, and identify the 3-5 highest-impact opportunities where AI creates immediate return. You get a prioritized roadmap with expected outcomes for each one. If we find AI isn't the right move, we'll say so — and you'll know you're not leaving money on the table.

What if AI isn't right for my business?

Then we'll tell you. We've said no before. Not every problem needs AI. Some just need better systems, better process, or better tools. We'll be honest about which is which — it's better for both of us.

You don't need to understand AI.
You need a team that does.

That's us. Book thirty minutes — we'll look at your business, find the wins, and give you a roadmap you can actually act on.

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Get practical AI insights. No hype.

One email per week. What we're building, what's working, and what mid-market businesses should actually pay attention to.