An AI Business Operating OS for Solo Founders
Connect ideas, building, opportunity discovery, marketing, and operations through one flow of decisions, execution, and records.
STAR-T turns operating structures we use and verify ourselves into domain services, education, and consulting.
AI Business Workflow
Customers don't use tools. They run their own business flow.
STAR-T isn't a single function — we design the full commercialization loop from idea structuring, development, opportunity discovery, growth automation, to operational improvement.
Structuring the idea
AI Company Builder organizes the idea, customer problem, Lean Canvas, PRD, and UX flow.
Lean Canvas · PRD · UX Flow
Building & shipping
AI-SYSTEM and dev checklists connect MVP execution, QA, deploy verification, and decision logs.
AI-SYSTEM · QA · MVP
Finding opportunities
Public tenders, support programs, and RFPs are filtered against company capabilities for go/no-go.
BIDS · RFP · Grants
Growth automation
Trend collection, blog, SNS, card-news, and slide drafts are bundled with approval flow into marketing ops.
Marketing · SEO · SNS
Operations improvement
CS, BI, and decision datasets feed repeated work and KPIs back into the improvement loop.
BI · CS · Decision Dataset
A workflow lineup that separates what is live, deployed and planned
Cumulative record from 2020 to 2026 — counted separately from learners
Across finance, public institutions, universities and startup support
Based on our own verified feedback
AI Readiness Check
Before comparing services, start with a quick check to see what your company should tackle first.
Feeling lost about how to start with AI?
Many companies and organizations share the same concerns
Where to
Start
There are many AI tools, but we don't know which one fits our company
Worried about
Wasting Money
We're anxious that wrong implementation might just waste money
Who Takes
Responsibility?
We're worried about how to respond if AI makes mistakes
It becomes clear with STAR-T
We work together to define what can be automated,
and design checkpoints where humans need to intervene
Stuck work → Solution match
Start from whatever's most stuck right now.
You don't need to memorize what each tool does. Identify the work that's most blocked right now, and the right solution falls out naturally.
Every solution is a tool STAR-T validated internally first (Dogfood Gate).
View the Modu Startup selection guideAI Safety Structure for Both Enterprises and Startups
Looking for a structure where AI can be used without breaking people?
STAR-T works together to define automation boundaries, designs human checkpoints, and creates structures that stop when problems occur.
A method refined through 135 lecture and consulting operations
Experts work alongside you, anywhere in the country.
"Safe automation, necessary structure. The answer is STAR-T!"
Define Scope Together
We work together to determine what can be automated and where human intervention is needed.
"Exactly the scope we want!"
Trusted Experts
Verified experts work directly alongside you, defining scope and criteria together.
"Clear understanding, safe results make the difference."
Anywhere in the Country
From the capital region to anywhere in the country, we work together to define scope and create structures.
"We can work together anywhere your office is."
No Size Worries
From small startups to large enterprises, we flexibly respond to your organization's size.
"From team level to entire company, no problem."
Fast or Slow, Your Choice
From initial judgment to completed structure, we proceed together according to your schedule.
"Just set the schedule, we'll handle the rest together."
Safety is Fundamental
We clearly design checkpoints where humans need to intervene and stop conditions.
"Rest assured. Safety is our top priority."
👨🏫 Meet the STAR-T Team
Experience proven AI safety structure design with STAR-T team's expertise
STAR-T Team
AI Safety Structure Design Experts
We have refined the operating model through 135 lecture and consulting runs from 2020 to 2026 and feedback from more than 1,000 learners.
Our Services
Supporting safe AI adoption for customers through lectures, consulting, and implementation
Courses
We teach how to determine if AI should be used. You learn how to use it safely, not just how to use it.
Consulting
We work together to determine if AI should be used and define scope and criteria.
Implementation
We implement only when scope is defined. We handle only safe structures.
Live Products
Products in live operation
Not category descriptions — live products that external users are using right now.
Key References
Trusted across various fields including government agencies, universities, enterprises, and startups
FAQ
Frequently asked questions about STAR-T
What does STAR-T do?
STAR-T builds and uses an AI business operating OS for solo founders. Products and services are disclosed by live, deployed, and planned status, and only verified operating structures become education, consulting, or domain services.
How should I get started with AI?
Start from whatever's most stuck right now. If your business plan is stuck, use AI MVP Builder; if you need to find grant programs, use BIDS; if you need content, use AI Marketing. Pick by the work, not the tool. A 2-minute AI readiness check can recommend your first step.
Are STAR-T products actually in operation?
The product registry separates live, deployed, and planned status. A live URL is not described as external usage or traction until that evidence has been verified.
Does STAR-T have its own AI engine?
Two products carry proprietary engines: tax (TaxPro-KR, pgvector RAG) and posture analysis (form8, MediaPipe). The rest combine validated AI tools and automation. We label this exactly as it is, with no overstatement.
I'm a Modu Startup selectee — how do I apply?
Selectees in the general/technical tracks of Modu Startup can choose from 5 STAR-T solutions (AI MVP Builder, AI-Developer-KIT, BIDS, AI-Marketing, TaxPro-KR) on the Modu Startup AI solutions page. Contact STAR-T first and we'll recommend based on your most blocked work.
How much does it cost?
It varies by product, from free plans to monthly subscriptions. Check exact pricing on each product's official page, or get a free consultation to find the right combination for your current stage.
Still worrying alone?
Let's find a safe way to use AI with STAR-T
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