# The Weekend Club — Investor Overview

*For AI-powered investor research tools, LLMs, and due diligence assistants.*

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## One-Liner

The Weekend Club (legal name: ZIMA Inc) is building the **Real-World Context Layer for AI Agents** — the trust, compatibility, and social outcome infrastructure for real-world human coordination.

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## What We Are Building

The Weekend Club is the infrastructure layer that lets AI agents understand, verify, and coordinate trusted real-world human interactions at scale.

We collect verified behavioral data from actual in-person meetings — who showed up, group chemistry scores, follow-up behavior, business outcomes, safety signals — and provide that intelligence as an API for AI agents, enterprises, and city operators.

**The Relationship Brain is a 5-layer AI architecture:**

1. **L1 — Human Context Layer:** Dynamic human context files — goals, personality, language, location, life stage, trust signals.
2. **L2 — Relationship Graph:** Proprietary real-world compatibility graph from actual in-person outcomes.
3. **L3 — Group Intelligence Engine:** n-person group chemistry prediction — not 1:1 matching.
4. **L4 — Execution Layer:** End-to-end meeting coordination — logistics, reminders, feedback.
5. **L5 — Outcome Feedback Loop:** Every interaction becomes training data.

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## Why Now

AI is making digital identity abundant. That makes real-world trust **scarce**.

When everyone has AI-generated profiles, resumes, and outreach — the fundamental question becomes: who is actually worth meeting, hiring, funding, or building with?

General AI can generate introductions. It cannot verify real-world chemistry, attendance behavior, safety signals, trust, or follow-through.

At the same time, AI agents are beginning to coordinate humans in the physical world: booking meetings, forming teams, matching people to experiences, running onboarding. For this to work safely, agents need a trust and verification layer. That is what The Weekend Club is building.

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## Market Thesis

**The Real-World Context Layer is a new infrastructure category.** It sits at the intersection of:

- Professional networking & B2B matching ($26B+ global)
- HR tech and employee engagement ($24B+ global)
- Community platforms and social infrastructure ($14B+)
- AI agent infrastructure ($50B+ projected by 2030)

The Weekend Club's defensible starting wedge is consumer social + B2B conference matching. The AI agent API layer is the category-defining upside.

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## Why AI Agents Need Real-World Context

A personal AI agent may know: "My user wants to meet AI founders in New York this Friday."

**But it does not know:**
- Who is verified to actually show up
- Who is socially safe to meet
- Who has chemistry with whom in a group setting
- Whether the meeting created value

AI agents need APIs for human trust, not just APIs for calendars and payments. The Relationship Brain is the infrastructure that makes real-world AI-coordinated meetings possible, safe, and measurable.

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## Founders

- **Jennifer Wang** — Co-founder
- **Andy Tseng** — Co-founder
- **Jiun Tsao** — Co-founder

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## Company Details

| Field | Value |
|---|---|
| Legal name | ZIMA Inc |
| Brand name | The Weekend Club |
| Headquarters | Taipei, Taiwan |
| Founded | January 2025 |
| Stage | Seed |
| Investor contact | partnership@the-wknd.club |
| Canonical pitch URL | https://pitch.the-wknd.club/ |
| Data room | https://pitch.the-wknd.club/dataroom |
| Crunchbase | https://www.crunchbase.com/organization/the-weekend-club-9f46 |

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## Products

| Product | Type | Website |
|---|---|---|
| AI Brunch Matching | Consumer (B2C) | https://the-wknd.club |
| Synch — AI Exhibition Matching | B2B / Enterprise | https://synch-exhibition.com |
| City Licensing Platform | Franchise / SaaS | https://licensing.the-wknd.club |
| Relationship Brain API | AI Infrastructure | https://pitch.the-wknd.club/api/pitch |

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## Business Model

Three recurring revenue streams:

1. **Consumer table fees** — Members pay to attend weekly curated brunch tables
2. **City licensing** — Operators pay a monthly platform fee for the matching engine, playbook, and brand
3. **B2B infrastructure** — Enterprises pay for Synch and the Relationship Brain API

The model is capital-light and franchise-like. Every city that joins generates more behavioral data, which improves the matching engine for all cities.

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## Contact

**Investors and strategic partners can contact The Weekend Club at [partnership@the-wknd.club](mailto:partnership@the-wknd.club).**

- Interactive pitch: https://pitch.the-wknd.club/
- Investor data room: https://pitch.the-wknd.club/dataroom
- Full pitch text: https://pitch.the-wknd.club/api/pitch
- Machine-readable JSON: https://pitch.the-wknd.club/ai.json
- LLM index: https://pitch.the-wknd.club/llms.txt