About
We build the intelligence layer for systems that can’t go dark.
Ipnops is a family of AI-native platforms for the physical world. Coast watches and intervenes in dynamic coastal ecosystems. Grid does the same for energy and physical-automation systems — residences, buildings, campuses, districts, utilities, and the critical infrastructure that those four feed.
Vision
The grid is becoming a continuous, intelligent system.
The energy system of 2026 is not the radial one-way grid of the 20th century. Generation lives at the edge. Flexibility lives at the edge. Decisions that used to be made monthly are now made every five minutes. Decisions that used to be made by humans now have to be made by software — autonomously, transparently, auditably — at the speed of the physics.
Ipnops Grid is built to be that software. It ingests every signal an energy system emits, fuses it through foundation models, surfaces understanding, makes predictions, simulates interventions, and — when authorized — acts.
Principles
What we build, and why.
Sovereign by design
Inference at the edge of the customer's perimeter. EU-residency by default. Full air-gapped operation supported. Customer data leaves the trust boundary only with explicit, logged consent.
Open foundations, never black boxes
We orchestrate open and research-grade foundation models — TimesFM, Chronos, Moirai, Qwen3-VL, PANNs, GraphCast, Gemini — and cite each one. Every prediction is traceable to its provenance.
Understanding before action
An autonomous system is only as safe as its model of the world. The platform builds long-term memory of every site under management before it dispatches.
Multimodal, end-to-end
Telemetry, vision, audio, weather, market signals, building systems, edge devices — all the signals an energy system emits, fused into one operational picture.
Standards-native
IEEE 2030.5, IEEE 2800, IEC 61850, IEC 61968, OpenADR 3.0, OCPP 2.1, ISO 15118-20, NERC CIP, OpenFMB. The grid runs on standards; the platform speaks them natively.
Auditable autonomy
Every agent decision is logged with the inputs that drove it, the model that produced it, and the policy that approved it. We design for the day a regulator asks why.
The Ipnops family
Three platforms, one philosophy.
Ipnops Coast
Coastal intelligence
shorelines · reefs · mangroves · sea level
Ipnops Grid
Energy & physical systems
residence · CRE · utility · cities · critical infra
Ipnops Industry
Industrial automation
factories · plants · heavy machinery · process control
Press & careers
Talk to us.
Press inquiries at press@ipnops.com. Engineering and research candidates: we want to hear what you’ve shipped, not what you’ve been around. eng@tenzro.com.