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

# 2025 Roadmap – Checker

#### Q3 (July – September 2025)

**1. Development of RiskyIPs Feature (Beta)**

* Build the MVP of the device fingerprint and IP similarity detection engine.
* Train algorithms to detect bot behavior and multi-account abuse from same devices.
* Release to selected beta testers.

> **Goal:** Complete development and enter closed beta.

**2. Investment Preparation Phase**

* Compile financials and user growth metrics.
* Prepare investor deck and product demo environment.
* Begin networking and meetings with angel investors and seed funds.

> **Goal:** Meet with at least 5 potential investors.

#### Q4 (October – December 2025)

**3. Official Launch of RiskyIPs**

* Improve the engine based on beta feedback.
* Fully release RiskyIPs to all users via dashboard integration.
* Provide real-time device/IP analytics in the control panel.

> **Goal:** Full launch and documentation.

**4. Seed Investment Round Launch**

* Announce official fundraising round.
* Conduct live product demos and investor meetings.
* Expand product/growth team with new hires.

> **Goal:** Close seed round and scale product development.