From demo to PoC with confidence

Real evaluation kits, reproducible metrics, clear next steps.

DIY Proofs & Open Demos

Real-world demos show what’s possible — built by us, tested by makers, validated on hardware.

DIY projects are not end-products — they are proofs that de-risk OEM adoption.

Developer Resources

Everything an engineer needs to reproduce our results.
  • Docs & APIs (GitHub) — function calls, data I/O, code samples.
  • Integration Guides — ESP32-S3 for quick PoCs, Arm® Cortex™-M55 + Arm® Ethos™-U55 for production.
  • Metrics Pack — latency, memory, and power usage measured on real silicon.
  • Test harnesses & datasets — reproducible evaluation and validation.

FAQ

What languages are supported today?
English ASR and TTS are ready. Other languages via custom TinyLM or TTS voices.
Yes. ESP32 for quick PoCs, Arm® Cortex™ + Arm® Ethos™-U55 for production.
Tens of ms for triggers, hundreds of ms for ASR/TTS. Exact metrics included in each PoC kit.
Yes, domain-specific classes can be trained as custom projects.
Three stages: PoC → Project → Volume. PoC fees are credited to licenses.
Hardware board, working SW IP, binaries, APIs, datasets, metrics, and demo video — typically delivered in 2–3 weeks.

Why It Matters

  • Proofs create confidence: engineers see real demos running on real boards.
  • Community drives credibility: projects on Hackster validate functions beyond lab conditions.
  • Resources guarantee reproducibility: any engineer can replicate latency, memory, and power numbers.