A smarter way to collect payments
Small Teams. Big AI Businesses.
Entrepreneurs Are Turning Problems Into Successful AI Businesses
Ideas become valuable when you build them. Start by having a conversation with SDI's AI experts about the problem you want to solve.
What Could Your AI Business Solve?
An easier way to create websites
An intelligent way to qualify sales leads
A faster way to analyze documents
Efficient way to schedule employees
Software that builds other software
One painful problem. One smart AI solution. One business.
They Saw a Problem. Then Built a Business Around It.
Case study
STELLO
AI that turns conversations into action.
The Idea
The most important decisions still happen in conversations — sales calls, customer interviews, standups — and then vanish into notes nobody opens. Stello captures those conversations and turns them into follow-ups, tasks, and next steps people actually complete.
Why It's Interesting
This is not another meeting recorder. The product lives in the gap between talking and doing. Conversation in, action out — a workflow company disguised as an AI note-taker.
The Business Lesson
Don't sell “AI.” Sell the moment after a conversation when something should have happened — and didn't.
Case study
BUTTERNUT AI
AI that designs and launches a website from a prompt.
The Idea
Small businesses still wait weeks for a website they can barely update. Butternut AI lets a founder describe the company and get a designed, editable site they can publish the same day.
Why It's Interesting
Website builders used to compete on templates. This competes on time-to-live. The product is designer, copywriter, and developer in one loop — aimed at people who were never going to hire an agency.
The Business Lesson
If a painful process already has a $200/month incumbent, a 10x faster AI version can still win with customers who never bought the old solution.
Case study
AGENTCOLLECT
AI that collects payments without the awkward follow-up.
The Idea
Getting paid is still a human chore: reminders, excuses, invoices, and emails nobody wants to send. AgentCollect automates collections with polite, persistent outreach that actually closes the loop.
Why It's Interesting
Collections is unloved, high-ROI work. A tiny team can own a vertical — clinics, contractors, agencies — and charge against recovered dollars instead of selling another dashboard.
The Business Lesson
The best AI businesses often live in the least glamorous workflows — the ones operators already know they should fix.
Notice Something?
These businesses didn't necessarily invent AI. They found a problem worth solving with it.
Existing Problem
Better Way Using AI
Simple Product
Customers Willing to Pay
A Business Is Born
Your opportunity may already be sitting inside an industry or workflow you understand better than anyone else.
From Idea to AI Business
01 — Tell Us
Share the problem you know and the idea you want to build.
02 — We Explore
SDI maps the workflow, users, constraints, and what “done” looks like.
03 — We Define
Together we shape a product that can ship — not a science project.
04 — We Build
Software, AI, and engineering under one roof so you are not assembling vendors.
05 — You Launch
You go to market with a real product, not a slide deck.