> For the complete documentation index, see [llms.txt](https://willie-1.gitbook.io/tapestry-ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://willie-1.gitbook.io/tapestry-ai/tapestry-ai-roadmap-2025.md).

# Tapestry AI Roadmap: 2025

Our mission for 2025 is to establish SteamBot Willie as the gold standard for verified copyright and public domain data. Each phase builds toward a unified IP verification ecosystem spanning all IP verticals.

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### 📍 Phase 1 - Public Domain IP Library - 2Q25

**Objective:** Build a robust, verified public domain database.

**Key Deliverables:**

* Initial data ingestion (pre-1931 works)
* Core verification logic engine
* Verification engine for complex renewal periods
* Lightweight backend architecture

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### 📍 Phase 2 - AI Agent Launch - 3Q25

**Objective:** Deploy Willie's interactive persona and foundational platform.

**Key Deliverables:**

* Conversational interface (chat-first experience)
* Bulk ingestion of public records & datasets
* AI-assisted metadata enrichment & validation
* Verified status + confidence scoring in UI

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### 📍 Phase 3 - Multimodal Discovery Tools - 4Q25

**Objective:** Enhance IP exploration and creator workflows.

**Key Deliverables:**

* Multimodal search (text/image/concept-based queries)
* Content recommendations based on Willie's training data
* Beta launch of verified data API

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### 📍 Phase 4 - Ecosystem Expansion & Adoption - 1H26

**Objective:** Scale the platform, build network effects, and prep for cross-IP expansion.

**Key Deliverables:**

* Community engagement tools
* Strategic partnerships with data holders & platforms
* Verified data feedback loops
* Expanded API coverage
* Research kickoff for Patent & Trademark agents

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### 🌐 Long-Term Vision: A Unified IP Verification Layer - 2H26+

Become the global standard for verified IP data - spanning copyrights, patents, trademarks, and beyond.

**Future Directions:**

* Advanced IP monitoring & alert systems
* AI-powered clearance reports for creators & enterprises
* B2B verification APIs and enterprise tooling
* Open architecture for third-party agent contributions