ATZCore 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

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 often untraceable, unverified, and legally exposed.

Status: Unverified · 01

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
The EU AI Act raises the bar for oversight and logs.
Signal 02
Disconnected
Solo founders use AI across tools — but nothing ties decisions together.
Signal 03
Capital Signal
Capital flows to enterprise AI governance. Solo operators are structurally ignored.

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

Status: Escalating · 02

ATZ-20260313-0004
● Live · Core mechanism

Nothing is committed without
human authorization.

The Wedge · How It Works

You speak or type. AI structures it into fields.
High confidence goes to review. Low confidence goes to inbox.
You authorize or park.
What's approved becomes locked and traceable.

Intent to Lock

ATZCore is for decisions — the atomic units behind documents and tasks.

Status: Initiated · 03

ATZ-20260313-0010

I built ATZCore because I needed it.

Battlefield Proof

Every product decision carried context, timing, pricing, and risk.
AI helped me move faster — but no tool could trace what was decided, when, or why.
So I built one.
Then I used that system to build itself.

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

Status: Active · 04

ATZ-20260313-0005

Bootstrap validation: 100+ decisions captured
during a 3-week sprint. Running live.

Proof

ATZCore is not a prototype.
It is a live system used in production by the founder.
During a 3-week sprint, it captured over 100 decisions under real operating pressure.
Every pricing change, architectural choice, and version shift became traceable.

100+ Trace IDs  ·  91 governance logs  ·  0 schema changes
● Live · Running in founder operations
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
Status: Authorized · 05

ATZ-20260319-0003

The system documented
its own failure.

Recursive Proof

During the build, ATZCore governed its own development.
It surfaced a structural weakness in real time.
The response was not more chaos, but more structure:
split governance, archive before edit, separate mechanical enforcement from intelligence.

The system surfaced this while it was still being built.

Bootstrap Validation
├── Sprint duration: 3 weeks
├── Decisions captured: 100+ Trace IDs
├── Governance logs: 91
├── Archived versions: 327
├── Constitutional revisions: 26
├── Canon gaps detected & resolved: 5
├── Schema changes: 0
└── Context loss across sessions: 0%
Status: Self-corrected · 06

ATZ-20260319-0001

Built to move.
Not locked to any tool.

Architecture

ATZCore runs on three layers:

Layer 01
Capture
Speech and text into structured, authorized decisions.
Layer 02
Authorization
Human-in-the-loop before anything locks.
Layer 03
Traceability
Every decision gets a Trace ID, timestamp, and audit trail.
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.
Captured at the moment of truth. Locked in place.
That history becomes the foundation your AI agents operate from.
It can't be faked. It becomes more valuable with every decision.

Enterprise tools govern AI models.
ATZCore governs the operator and the decision.
Structured, authorized, traceable.

Status: Mapped · 08

ATZ-20260313-0007

From Lock to Compound.

The Flywheel

Every decision you lock adds to the system.
Over time, your decision history becomes searchable, structured, and dense.
That is compound.
And compound is what turns a tool into infrastructure.

It won't just remember your business. It will help manage it within your rules.

Intent to Compound
Status: Compounding · 09

ATZ-VISION-0012

ATZCore becomes the operating system
for AI-driven business.

Vision

Most business knowledge still lives in people's heads.
ATZCore turns it into structured, traceable, permanent decision history.
Automation becomes safer because the layer beneath it is verified.

You open one app.

You see what AI proposed.

You authorize what matters.

Everything else runs within rules you defined once.

Status: The direction is set · 10

ATZ-20260316-0002

$49/month. Your business runs
through one system.

Business Model

Launching post-Antler. Join the waitlist.

ATZCore captures, confirms, and traces every decision.
The longer you use it, the more valuable your decision history becomes.

The Gap
Pricing
Free
Limited decisions. Basic traceability.
Pro · $49/mo
Unlimited decisions. Full Trace IDs. Voice and text input. Confidence routing. Compound intelligence.
Annual: $39/mo (save 20%)
API Access · Coming post-launch
Integrate ATZCore's decision protocol into your own tools and workflows.
Status: Positioned · 11

ATZ-20260316-0001

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

Market Size

Solo founders already manage suppliers, clients, and AI agents without a team to catch what falls through.
AI expands what one person can do.
No tool governs the decisions behind that work.

TAM
$17.9B
30.4M solo founders in the U.S., each paying $49/mo for decision infrastructure.
Source: US Census Bureau, 2023 Nonemployer Statistics
SAM
$4.7B
~8M solo founders actively using AI tools in their daily operations.
36.3% of new startups are solo-founded · Source: Carta 2025
SOM · Year 1
$294K
500 paying users at $49/mo. Organic acquisition through content, community, and operator networks.
LTV $1,225 · Target CAC < $275 · LTV:CAC > 3:1
Status: Validated · 12

ATZ-20260313-0008

I define the problem from lived operations.

Why Me
Pattern maker, digital designer, former legal assistant: three disciplines shaped by what breaks when specification fails.
Built the full system solo in three weeks using AI as the engineering layer.
I am both the domain expert and the builder.
Seeking a technical co-founder through Antler.
Status: Confirmed · 13

ATZ-20260319-0002

One founder. AI as the engineering layer. A working system
in 3 weeks.

The Ask

I built a working decision system in three weeks with AI as the engineering layer.
That is not the limitation. That is the proof.

A technical co-founder to own the protocol layer and lead the move from validation to production.
Access to 5 external pilot operators.
4 weeks to turn the validated demo into a first pilot-ready version.
90-Day Sprint with Antler
├── Close the demo, open production.
├── Build the decision engine.
└── Prove the system transfers outside the original context.

[email protected]

Status: Ready · 14