| What it does | The API between AI agents and silicon
| The most accurate AI weather forecasting model for energy markets
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| Stage | Not given
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| Founded | 2023
| 2023
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| Based in | DE
| CH
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | Free tier: 1,000 credits per day, resets every 24 hours. Pay-as-you-do: €10 per 1,000 credits. Enterprise: Custom pricing with volume commit, on-prem, and SLAs.
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| Key features | - Compile firmware against production toolchains remotely without installation
- Execute firmware on virtual chip instances with verdict, trace, and register state
- Unit and integration testing on virtual hardware with coverage reports
- Inject synthetic sensor data into running firmware
- Query collective embedded corpus for chip-specific solutions
- Support for Rust, C, and multiple RTOS frameworks
| - EPT-2 deterministic global weather model
- EPT-2 ensemble forecasts out to 60 days
- Hourly updates up to 24 times daily
- Power forecasts in megawatts for wind and solar
- Athena AI agent for energy markets
- 5 km resolution models over Europe
- High-resolution and rapid-refresh variants
- API and Python SDK access
- Actuals and nowcasts for renewables
- Alert system for forecast shifts
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| What makes it different | - Virtual instances of actual target chips, not generic CPU emulation, with same binary, peripherals, and interrupt timing as physical boards
- Shared corpus that deepens with every call, allowing agents to inherit knowledge from previous runs
- Eliminates need for physical hardware for testing, porting, and debugging
- Single MCP endpoint exposes cross-compilation, peripheral simulation, sensor IO, and chip-specific plumbing
- Access to licensed toolchains on demand without local installation
| - Outperforms ECMWF, Google DeepMind, Microsoft and NVIDIA on accuracy
- Peer-reviewed research at NeurIPS and ICLR
- Verified against 10,000+ ground stations
- In production at major utilities and traders globally
- Same architecture serves multiple markets
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 29 ● no change since last check | 43 ● no change since last check |
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| Trust Flow (Majestic) | 5 | 20 |
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| Citation Flow (Majestic) | 27 | 31 |
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| Referring domains (Majestic) | 117 | 342 |
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Chiplab