// STRATEGIC VISION · EXECUTION PLAN · WORLD DOMINATION

ROADMAP

WHERE WE ARE. WHERE WE'RE GOING.
WHY IT MATTERS.

We are disciplined. We do not chase hype. We execute on the core use case before expanding into adjacent verticals. This is the plan.

// THE EXECUTION TIMELINE

Phase by phase.
Milestone by milestone.

DONE
// PHASE 1 · Q1 2025
HOT DOG DETECTION
The Foundation.

Nail the core classification. Binary output. Zero ambiguity. We identified the world's most high-stakes food identification problem and we solved it. Deployed. In production. Working.

MobileNet V1 inference pipeline — browser-native
WebGL GPU acceleration via TensorFlow.js
98.7% hot dog detection accuracy
Sub-2-second inference time
Zero backend — fully on-device
Accidentally GDPR-compliant
// KEY RESULT
Achieve binary hot dog classification with >95% accuracy. Status: SHIPPED. 98.7%.
NOW
// PHASE 2 · Q2–Q3 2025
Expanding the CYLINDRICAL MEAT
Taxonomy.

Hot dogs are solved. But the cylindrical meat ecosystem is vast. Sausages. Bratwursts. Corn dogs. Each one a distinct classification challenge. Each one a responsibility we cannot ignore.

Sausage sub-class identification (prototype)
Bratwurst vs. frankfurter disambiguation engine
Corn dog detection (battered variant edge case)
Confidence scoring UI with probability bar
Multi-language output (starting with Portuguese & Mandarin)
// KEY RESULT
Classify 5 cylindrical meat variants with >90% per-class accuracy. Status: IN PROGRESS.
NEXT
// PHASE 3 · Q4 2025
The TACO Problem.
An Adjacent Vertical.

This is a controversial move internally. Tacos are not cylindrical. The taxonomy shift is significant. The engineering challenge is real. But the market is there. We move when we are ready. Not before.

Taco vs. burrito classification model (research phase)
Folded-vs-hard-shell edge case handling
Cross-cultural taco variant dataset acquisition
Rebranding feasibility study (tentative: "SeeFood 2.0")
// KEY RESULT
Ship taco detection without breaking hot dog accuracy. Hot dogs come first. Always.
2026
// PHASE 4 · H1 2026
The SANDWICH
Classification Crisis.

Is a hot dog a sandwich? This is a philosophical question. It is also a legal question in at least three U.S. states. Phase 4 does not answer the question. Phase 4 classifies the object and lets the user draw their own conclusions. We are a technology company, not a court of law.

Sandwich superclass taxonomy design
Hot dog ↔ sandwich overlap resolution framework
Legal review of classification output liability
Philosophical disclaimer UI component
// KEY RESULT
Classify 12 sandwich variants. Explicitly refuse to answer "is a hot dog a sandwich." That question has no answer. There is no answer.
????
// PHASE 5 · UNDISCLOSED
CLASSIFIED.
You're not ready.

We cannot disclose the full scope of Phase 5 at this time. What we can say is that it involves a food category that will challenge everything you think you know about classification. The training data alone required three months of international travel.

████████████████████████████████████
█████████████████ (partnership NDA)
████████ vs. ███████ — the final boss
// KEY RESULT
REDACTED. BOARD-EYES ONLY.
// THE LONG GAME

We're not building an app.
We're building infrastructure.

Every food. Every culture. Every ambiguous meat-based cylinder. Classified. Instantly. Privately. For free. Forever.

THE 10-YEAR THESIS
In 2035, no one will need to wonder what food they are looking at. The answer will be immediate, local, and free. SeeFood will have classified over 1 billion food items. None of that data will have left the user's device.

We started with hot dogs because that is where the problem is clearest. The binary is clean. The stakes are low. The model is honest.

From this foundation, we expand — deliberately, methodically, one food category at a time — until the problem is solved. The problem being: not knowing what you are eating. Which, when you think about it, is a very human problem indeed.
1B+
CLASSIFICATIONS BY 2035
0
DATA POINTS SENT TO SERVER
HOT DOGS VERIFIED

THE MISSION
IS CLEAR.

// ONE FOOD CATEGORY AT A TIME

START WITH HOT DOGS