Available for select projects

Ideas become products. Products become companies.

Samuel H. Scott builds AI systems — and the companies that run on them. Taken from concept to customer, then scaled with agents.

12+
Products & sites shipped
17
Businesses built with
1
Platform running it all
Samuel H. Scott
The throughline

Every build starts the same way.

A goal, and no clear path to reach it. That gap — between a plan and something people can actually use — is where the work lives.

It began with automating the tedious parts of businesses. The automations became the product. Then came the platform that builds them — and a growing roster of apps, companies, and systems that run on their own.

The pattern never changes: take the work seriously, make it real, put it in front of customers, and let technology carry it further than any team could alone.

How it works

Vision is cheap; execution is everything. The work is closing that gap — then scaling what’s left.

01

The spark

A sketch, a conversation, a problem worth solving. Everything real starts here.

02

The build

Designed and shipped for real — the site, the app, the system — end to end.

03

The customer

It has to serve someone. Real people, real value, or it doesn't count.

04

The scale

Handed off to AI and agents, so it grows without growing headcount.

Built in-house

Products, built from scratch.

03

Built and owned outright — where the thesis gets proven at full scale.

Agency2025

Agility Automations

The AI automation studio — voice agents, chatbots, apps, and the systems behind them.

Platform2026

AgilityOS

An operating system where AI agents run a whole business — sales, ops, content and outreach — on one shared spine.

App2025

Digital Leaf AI

A 24/7 AI budtender for dispensaries — trained on live menu, brand, and compliance.

Agility Automations

Building for other founders.

Agility Automations is the studio side of the work — where a founder’s vision becomes a working product. AI receptionists, recommendation chatbots, websites, apps, and the automation behind them. Done for you, end to end.

Visit Agility Automations
01
AI Receptionist
Answers, books, follows up — 24/7.
02
Recommendation Chatbots
On-site AI that helps customers decide.
03
Website Development
Fast sites engineered to be found.
04
App Development
Web and mobile apps, built end to end.
05
AI Search (AIO)
Get found and cited by AI answers.
06
Business Automation
Workflows that remove the busywork.
Built with

Every logo here started as a blank page.

Selected

The companies behind the work — products, sites, and systems shipped.

Agility Automations
Digital Leaf AI
Keizoku AI
Caviar Club
What The Wine
Alchemy ReDev
Bottom Line Taxes
ACT Construction
PSCG Recycle
Down To Earth
Bullies Galore
Squeegee Squad
FastSigns
The Juice Joint
Columbus Botanical Depot
IronGlass Investment
Antler
CD Vision Productions
Colored Glass
Agility Automations
Digital Leaf AI
Keizoku AI
Caviar Club
What The Wine
Alchemy ReDev
Bottom Line Taxes
ACT Construction
PSCG Recycle
Down To Earth
Bullies Galore
Squeegee Squad
FastSigns
The Juice Joint
Columbus Botanical Depot
IronGlass Investment
Antler
CD Vision Productions
Colored Glass
IronGlass Investment
Investing · Capital Markets
An investment vehicle — years of capital-markets experience put to work backing operators and assets.
Bottom Line Taxes
Web · AIOSavannah, GA
Service pages and schema built to be surfaced by AI search.
Visit site
ACT Construction
Web · LocalAtlanta · Savannah
Local-search presence engineered across two metros.
Visit site
Antler
Venture · Global
Part of Antler's global founder network — where world-class companies get built.
Keizoku AI
SaaS · Global
A business-valuation platform generating reports in multiple languages.
Still thinking

Notes from the work.

Short pieces on AI, systems, and building things that run themselves.

Where you come in

However you found your way into the story.

Hire, back, or build alongside — there’s a door for each.

01

Consult

An idea, or a business to modernize? The product, the site, and the systems that make it real — built for you.

Start a project
02

Invest

Backing founders building what's next? A platform and a portfolio of AI-native products, grounded in real capital-markets experience.

Open a conversation
03

Partner

Building or distributing together? Partnerships with agencies, operators, and platforms to ship AI at scale.

Explore a partnership
Contact

Let’s write the next chapter.

Client work, partnerships, or just to compare notes on where this is going. Share what you’re working on — a reply usually lands within a day.

Prefer email? sam@agilityautomations.com