01
Real-device execution
Run jobs on actual smartphones across hardware, networks, geographies, and operating conditions.
Verified mobile compute marketplace
Run AI jobs on real devices.
DePinguin Network connects AI teams that need real-device execution with phone owners who want to earn from idle compute, bandwidth, location diversity, and on-device AI hardware. Buyers submit small jobs. Phones run them under user-defined limits. The network verifies outputs before payout.
Pricing: automatic bid per verified job, adjusted by task complexity, deadline, redundancy, geography, device constraints, and live phone supply.
Verified outputs
Mobile everywhere
Safe constraints
Dynamic routing
What we sell
Verified mobile execution for AI micro-workloads - not raw device time. The buyer pays for trusted output, and the phone owner earns only after verified completion.
02
Verified outputs
Redundant execution, benchmarks, reputation scoring, and validators make compute usable.
03
Worker-safe constraints
Phones process work only within user-defined battery, thermal, bandwidth, and availability limits.
04
Dynamic marketplace
Auto-bid pricing balances demand, complexity, urgency, redundancy, and live device supply.
How it works
DePinguin is designed for small AI jobs where real mobile context, device diversity, redundancy, and verification matter more than centralized cloud throughput.
1
Buyer submits a job
Task, budget, deadline, geography, device requirements, and verification rules.
2
Network routes the job
Matched by hardware, location, reliability, bandwidth, price, and constraints.
3
Phones complete work
Execution runs only within battery, thermal, network, and user availability rules.
4
Output is verified
Redundancy, known-answer tasks, reputation, benchmarks, and task-specific validators.
5
Revenue is split
Majority to workers. DePinguin takes marketplace, verification, and premium routing fees.
Who it is for
One network, two sides: AI teams need verified mobile work; phone owners need a simple way to turn idle resources into income.
Phone providers
I want to earn with my phone
Earn with your phone
Install the app, set safety limits, and let approved jobs run when your device is available.
- You control constraints: battery, temperature, network, time windows, and data usage.
- You get paid after verification: work must pass quality checks before release.
- Your device builds reputation: speed, uptime, quality, and fraud signals improve future routing.
AI teams and platforms
I want to run jobs on real devices
Run jobs on real devices
Submit narrow, measurable workloads that benefit from mobile hardware, geography, redundancy, or live network context.
- Buy verified outputs: not unmanaged device time.
- Route by need: hardware, location, bandwidth, deadline, reliability, and price.
- Scale after pilots: dashboard and API workflows for repeatable execution.
Why DePinguin is unique
Routing, verification, and reputation compound over time. Every completed job makes the network smarter, safer, and harder to copy.
DG
Device graph
Each phone becomes a scored node with known capabilities, constraints, geography, and reliability.
RT
Routing intelligence
Jobs are matched by hardware, location, bandwidth, reliability, price, and deadline.
VF
Verification data moat
Completed jobs improve scoring, fraud detection, benchmark design, and future routing.
SD
Supply density
More workers create faster, cheaper, more reliable execution across high-device-density markets.
AP
Buyer workflow lock-in
APIs, dashboards, reporting, and automation embed DePinguin inside AI team pipelines.
AF
Anti-fraud engine
Detects spoofed devices, repeated patterns, collusion, and fake results before payout.
Initial workloads
Start narrow, measurable, and verifiable. Then expand into broader mobile compute as routing and trust improve.
1. AI evals and output verification
2. Lightweight inference
3. Embeddings and classification
4. OCR and image checks
5. Moderation queues
6. Data labeling and validation
7. Synthetic data QA
8. Geo-distributed testing
Pick your side of the mobile AI edge.
Phone owners earn from idle resources. AI teams buy verified real-device execution. DePinguin coordinates the marketplace, routing, verification, reputation, and payout layer between them.