ATZCore

A decision platform for solo founders using AI.

You speak or type. AI structures it.
You authorize or park. It's locked — traceable, verified, yours.

Antler Disrupt · HCMC 2026
See It Work
Demo · 60 seconds

From spoken intent to traceable proof. One decision, fully governed.


ATZ-20260313-0002

Speed without traceability
is a liability.

The Problem

AI agents are executing at scale. Writing code, booking suppliers, sending communications. But their decisions are untraceable, unverified, and legally exposed. The moment you can't prove who decided what, and when, you've lost more than context. You've lost control.

Status: Unverified · 02

ATZ-20260313-0003

AI is moving into operations faster
than operators can govern.

Why Now

Three forces converged.
The window is 18 to 24 months.

Signal 01
Regulation
Under the EU AI Act, any professional deploying a high-risk AI system — regardless of company size — must retain system logs for at least six months. The Act makes no exception for solo operators.
Signal 02
Disconnected
Solo founders are buying AI tools, automating workflows, delegating to agents. But none of it is woven into the business. Every tool is a loose thread — not a stitch. The faster you move, the more you unravel.
Signal 03
Capital Signal
Capital is flowing into enterprise AI governance. Solo operators still have no native layer for human authorization and traceable decision history.

Every day without traceability is a day your business forgets itself.

Status: Escalating · 03

ATZ-20260313-0004

Every decision, observation, idea, or action starts as intent.
You speak it. The system catches it. From there, it's reviewed, authorized, and locked — permanently.

● Live · Core mechanism

Nothing enters the system without
human authorization.

The Wedge · How It Works

You speak or type. AI structures it into fields with a confidence score. High confidence goes to review. Low confidence goes to your inbox. You authorize with one tap — or park it for later. The boundaries are defined once: as fixed decision rules, not a settings menu.

Status: Initiated · 04

ATZ-20260313-0010
Battlefield Proof

I built ATZCore because I needed it.

I'm a pattern maker and couture sewist. Every product requires hundreds of decisions — materials, prices, construction choices, timing. Miss one, and the next product starts from scratch.

When I brought AI into my process, I didn't find a tool that could hold that context. So I built one — on Notion and n8n. Voice and text input, AI-powered parsing, confidence-based routing, human authorization, and a locked decision log. Then I used that system to build itself: every architectural decision, every version change, every governance document was captured, authorized, and traced through ATZCore.

But while building it, I realized: this isn't a fashion problem. Every solo founder running AI is making the same untraced decisions, buying disconnected workflows, losing the thread back to their core vision.

That's when ATZCore stopped being mine — and became the product.

Status: Active · 05

ATZ-20260313-0005

Built in 30 days. Used to prepare this pitch.
Running live.

Proof

ATZCore is not a prototype. It is an active system that registered its own architectural gaps, documented its own version decisions, and held under real operational pressure. Every moment of truth is captured, reviewed, and locked.

100+ Trace IDs  ·  31 session reports  ·  0 schema changes
● Live · Running in production
Capture a Moment
Postponed first hire, validate product before headcount
Review & Authorize
Action
Postponed first hire, validate product before headcount
Project
Antler Pitch Sprint
Nothing is registered until you authorize
Registered
TRACE-20260311-1442
Action
Postponed first hire, validate product before headcount
Project
Antler Pitch Sprint
Status
Authorized

Every decision has a recorded authorization.
Every session has a structured report.
Every document has a Trace ID.

Status: Authorized · 06

ATZ-20260319-0001

Built to move.
Not locked to any tool.

Architecture

You open ATZCore. You speak or type what you just decided, observed, or planned. The system structures it, scores its confidence, and presents it back to you. One tap: authorize or park. Done. Your decision is locked with a Trace ID, a timestamp, and your explicit authorization. It takes seconds — faster than writing a note, more structured than any chat thread.

Three layers make this work. The mechanical layer handles routing, validation, and writes. The intelligent layer — AI, model-agnostic — parses your input into structured fields. The strategic layer is you: every final decision requires your explicit authorization.

The current system runs on Notion and n8n. The architecture is modular: database, parser, and orchestration are separated by design. The next step is a standalone hosted platform where every user gets their own environment — their own decision log, their own trace history, their own rules.

Layer 01
Mechanical
n8n orchestrates every flow. Routing, validation, writes. No AI involved.
Layer 02
Intelligent
AI parses your input. Model-agnostic — swap providers without changing the system.
Layer 03
Strategic
You authorize. You park. You decide. The system enforces your rules.
Status: Operational · 07

ATZ-20260313-0006

The moat is accumulated
decision intelligence.

Why This Matters

AI and automation only work when the data underneath is structured from the start. Not cleaned up later. Not reconstructed from memory. Captured at the moment of truth, and locked in place.

That Trace ID is what makes every pattern visible, every boundary sharper, and every next decision faster. The system learns the core of your business — in your words, at your pace, on your terms.

Interfaces can be rebuilt. Decision history can't be faked. It holds the verified record of how you run your business — and that record is irreplaceable. Not because of the software. Because it's yours.

That history becomes the foundation your AI agents operate from. They don't guess. They don't hallucinate your business logic. They work within boundaries you defined and authorized yourself.

Status: Mapped · 08

ATZ-20260313-0007

From Lock to Compound.

The Flywheel

Every decision you lock adds to the system. After enough locks, something shifts — the system stops just recording. It starts recognizing. Patterns. Boundaries. The logic of how you operate. That is compound. And compound is what turns a tool into infrastructure. Once the system understands how you operate, it can do more than record.

It won't just remember your business. It will help manage it within your rules.
And what comes next changes everything.

Status: Compounding · 09

ATZ-VISION-0012

ATZCore becomes the operating system
for AI-driven business.

Vision

Today, most of what a business knows lives in people's heads. Meetings exist to transfer context. Onboarding takes months. When someone leaves, their knowledge walks out the door.

ATZCore changes that. Every decision, every boundary, every pattern is already in the system — structured, traceable, and permanent. New team members don't start from zero. They start from proof.

Everything runs faster. Automation becomes safer — because the data underneath is verified. Workflows become accurate — because they build on real decisions, not assumptions.

Every user gets their own environment. Their own decision log. Their own trace history. Their own rules. The more decisions you lock, the more the system understands how you operate — and the stronger the foundation for automation, delegation, and scale.

Status: The direction is set · 11

ATZ-VISION-0013

This doesn't replace roles.
It transforms them.

The Shift

Less time in meetings. More time managing the system that runs your business.

AI and automation are reshaping how businesses operate. That's not a prediction. It's already happening. The divide isn't between those who use AI and those who don't. It's between those who govern it and those who hope for the best.

ATZCore is for the ones who choose to lead.
Not by fighting the current, but by building the system that channels it.

You open one app.

You see what AI has proposed.

You authorize what matters.

Everything else runs within boundaries you defined once.

Status: Governed · 12

ATZ-20260316-0002

$29/month. Your entire business runs through
one system.

Business Model

ATZCore is not another tool in your stack. It is the layer where every decision is captured, confirmed, and made traceable. The longer you use it, the more valuable your decision history becomes.

Pricing
Free
Limited decisions per month. Basic traceability. Experience the system before you commit.
Pro · $29/mo
Your own hosted environment. Unlimited decisions. Full Trace IDs. Voice and text input. Confidence-based routing. Export your entire decision log. The longer you use it, the more the system learns your patterns, your boundaries, your operating logic — turning raw decisions into compound business intelligence.
Annual: $24/mo (save 17%)
The Gap
  • $492M spent on AI governance in 2026. 100% goes to enterprise. (Gartner)
  • Fiddler AI raised $68.6M. Arthur AI raised $63M. Credo AI raised $41.3M. All enterprise. All model governance.
  • Nobody governs the operator's decisions. Nobody builds for the person running everything solo.
  • The solo operator segment remains structurally under-documented and under-served. No analyst report, no VC thesis covers governance for one-person AI-driven businesses.
  • ATZCore sits in that gap: $29/mo decision infrastructure where $0 and $50K+ are the only options today.
Status: Positioned · 13

ATZ-20260316-0001

30.4M solo operators in the U.S.
No native decision infrastructure.

Market Size

30.4 million solo operators in the U.S. alone — founders running real businesses, managing suppliers, clients, and AI agents, without a team to catch what falls through. AI is accelerating what one person can do, but no tool governs or traces the decisions behind the work.

TAM
$10.6B
30.4M solo operators globally, each paying $29/mo for decision infrastructure.
Source: US Census Bureau, 2023 Nonemployer Statistics
SAM
$2.8B
~8M solo operators actively using AI tools in their daily operations.
36.3% of new startups are solo-founded · Source: Carta 2025
SOM · Year 1
$174K
500 paying users at $29/mo. Organic acquisition through content, community, and operator networks.
LTV $725 · Target CAC < $165 · LTV:CAC > 3:1
Status: Validated · 14

ATZ-20260313-0008

Most AI systems fail because engineers
define the problem.

Why Me

I come from the other direction.

I'm not starting from zero. I'm starting from proof.

Pattern maker, digital designer, former legal assistant: three disciplines about what breaks when specification fails.
Built the full system solo in three weeks: while preparing this pitch, using the product itself.
I am the domain. I am also the builder. That combination is what this moment requires.
90-Day Sprint with Antler
01
Close the Demo. Open Production.
Evaluate every demo component. Keep, rebuild, or remove. Architecture first: n8n as external orchestrator, Claude as governed tool. Formalize the five open technical questions: integrity, session boundaries, state management, exact match, audit trail.
02
Build the Decision Engine
Action Classification as the first extension: categorize decisions by type and weight. Then Risk-Based Authorization: apply human authorization proportional to decision impact. Built on the working five-field parser and confidence routing that already runs in production.
03
Prove It Transfers
Second deployment outside the original context. One external pilot. The moment ATZCore transfers, it stops being a tool — and becomes infrastructure.
Status: Confirmed · 15