The DePIN Blueprint: A new paradigm for collecting fresher, broader
coverage data at a fraction of the cost of centralized methods.
We sell 'verifiable proof,'
not just photos. High-value data collected through data integrity and privacy-preserving
technologies.
Data Forest is a decentralized data platform based on Web 3.0 technology. We are creating a new ecosystem where anyone can contribute to data collection and receive fair compensation. Your participation enhances the value of data and becomes a driving force for changing the world.
Learn How to ParticipateBase rewards are paid for all valid photo submissions based on a transparent, AI-driven formula (novelty, quality, reputation). You can also earn higher returns through Dynamic Bounties, high-value missions requested by businesses.
Quests & Challenges, an XP-based Level System, and Leaderboards make data collection more fun and rewarding. Higher levels unlock greater rewards.
We attract more participants through App Store Optimization (ASO) with keywords like "make money app" and "gig work", social media ads, and a referral program that offers bonuses for friend referrals.
Go beyond simple images. Get 'cryptographically verifiable proof' via API, guaranteeing that a specific visual state existed at a precise time and location.
| Problem | High costs, slow speed, and fragmented information of traditional retail audits. |
|---|---|
| Solution | Obtain verified visual evidence of shelf status, promotions, and inventory levels from thousands of stores nationwide in hours via our On-Demand Retail Intelligence API, preventing sales loss and drastically reducing costs. |
| Problem | Poor quality and fraud vulnerability of photos submitted by claimants. |
|---|---|
| Solution | Secure high-quality evidence captured through our secure app with the Verified Incident Report API. Speed up processing and reduce fraud with liveness detection and verified EXIF data. |
Data consumption is paid for with data credits pegged to the US dollar. We offer various options, including Pay-As-You-Go, Subscription Tiers, and premium Bounty Placement for specific data collection needs.
Our tech stack is not just a feature; it's a powerful 'moat' that ensures data reliability and raises the barrier to entry for competitors.
We generate cryptographically verifiable 'proof,' not just images.
To block outdated or manipulated images, all photos must be captured in real-time through the app's secure interface.
High-precision GPS coordinates, timestamps, and device info are recorded and cryptographically hashed with the image file upon capture, ensuring data immutability.
To prevent fraudulent activities like re-capturing screens, AI technologies like Amazon Rekognition verify that the camera is capturing a real 3D scene.
To comply with privacy laws like PIPA (South Korea), identifiable faces and license plates in all uploaded images are automatically blurred through an AI anonymization pipeline. We will initially use commercial APIs and plan to develop our own YOLOv8-based pipeline for long-term cost efficiency.
Stage 1 AI Auto-Check filters low-quality data like blurriness and duplicates. Stage 2 Community Verification allows high-reputation users to act as 'AI Trainers', further enhancing data accuracy and quality through gamified micro-tasks.
We achieve sustainable growth through a 'Burn-and-Mint' flywheel mechanism, where data demand (token burning by enterprises) is directly linked to data collection incentives (token minting for contributors). As demand grows, more value is returned to the community, driving more data collection.
Build the core technology foundation and validate the initial market. Activities include mobile app (MVP) development, core trust tech integration, and collaboration with pilot clients.
Officially launch the platform and begin acquiring a user base. We will complete the gamification system, intensify marketing efforts, and pursue token exchange listings.
Enhance cost-efficiency by developing a community-based QA system and our own anonymization pipeline. Expand into new industries like real estate and autonomous driving.
Interested in collaborating with Data Forest or starting a new project? Send us a message, and we will get back to you as soon as possible!