34° Innovative Consulting Solutions for TAR Inc.
Substrate-Aware Network Research
The boundary between centralized and decentralized network substrates requires its own research lens. Our work includes:
- Substrate-aware network architecture — Adaptive network behaviors at the Web 2 / Web 3 / Web 4 boundary
- Multi-protocol DePIN integration — Engineering live DePIN feeds (GEODNET, Wingbits, WeatherXM, Rovr Networks) into unified observable substrates
- DLT integration architecture — DID anchoring, Substrate framework (state synchronization), Chainlink (oracle layer)
- Smart contract and verifiable-credential infrastructure — Aligned with W3C standards, supporting our sister subsidiary So6's identity work
- Decentralized application (dApp) development — For specific client and research use cases requiring decentralized infrastructure
AI and Edge Compute Research
AI work at Formula 34° focuses on the operational integration of AI with decentralized infrastructure — not generic ML consulting. Active research areas:
- NVIDIA 6G Developer Program participation — Aerial Research Cloud, Sionna, AI-Aerial tooling
- NVIDIA ACE and RemoteA2F integration — Real-time agent animation for digital-twin environments
- AI-driven network operations — Predictive maintenance and autonomous network behavior research
- Knowledge graph construction (KGC) — Domain-specific knowledge graphs for substrate-aware network observability
- Edge AI and DPAI (Decentralized Physical AI) — Planned: mobile AI compute nodes feeding live substrate data, including the Off-Road SDV "Substrate Probe"
Network Infrastructure and Non-Terrestrial Networks
Network Infrastructure and Non-Terrestrial Networks
Next-generation network infrastructure research focused on the integration of terrestrial and non-terrestrial systems. Active capabilities:
- 5G and 6G research — Informed by NVIDIA 6G Developer Program access and Sionna signal modeling
- Non-Terrestrial Network (NTN) coverage verification — Starlink LEO integration, planned multi-orbit extension
- Network design, construction, and maintenance — For telecommunications infrastructure across rural, urban, and contested operating environments
- Urban multipath GNSS research — 6G-grade positioning research using live triple-band GNSS ground truth from our GEODNET station
- Telecommunications equipment integration — Design, installation, integration of telecom equipment in fixed and mobile deployments