ipnops

Companies

Three companies. One stack.

Each company ships independently — its own customers, its own roadmap, its own brand. Read together they describe the substrate, the intelligence, and the operations of physical AI. Ipnops is the company assembling them as a stack.

01 · Substrate · runtime, mesh, on-device

Furcate

AI for the places it actually has to work.

Sovereign edge AI platform. Networking, sensing, intelligence, privacy, and sovereignty composed into one stack that runs from a microcontroller to a server-grade gateway. Hardware-agnostic across NVIDIA Jetson, Raspberry Pi, ESP32, STM32, Coral, Hailo, Qualcomm, Linux and Android. Data stays on-site by default; devices coordinate and act without leaving the trust boundary.

Customers

  • Energy utilities
  • Manufacturing
  • Agriculture & fleets
  • Cities & critical infrastructure
  • Defence
Visit Furcate

furcate.xyz

02 · Intelligence · multimodal models, agents, grounded outputs

Naturecode

Environmental intelligence.

Environmental intelligence platform. Datasets, sensor streams, satellite feeds and geospatial inputs run through multimodal models and agents that forecast, classify, score anomalies, and chain into decisions. Outputs are grounded — linked to source data, not fabricated. Accessible from a no-code console, TypeScript and Python SDKs, or HTTP APIs.

Customers

  • Climate & ocean
  • Biodiversity & land
  • Geospatial teams
  • Research & academia
  • Public sector
Visit Naturecode

naturecode.ai

03 · Operations · monitoring, prediction, agentic infra

Praecise

Operational intelligence for real-world systems.

AI software for monitoring, analytics, predictive decision-support, and verifiable agentic infrastructure in regulated operational environments. Sits on top of SCADA, OT, ERP and sensor systems where reliability, accuracy and accountability decide outcomes. Built so every agent decision is auditable end-to-end.

Customers

  • Industrial operations
  • Energy & utilities
  • Transport & infrastructure
  • Environmental operations
  • Regulated enterprise
Visit Praecise

praecise.com