Industrial autonomy platform · v0.1
Industrial autonomy,
in motion.
An AI-native platform for understanding, predicting, and acting on industrial systems — at the edge, sovereign by design, from a single CNC to an entire gigafactory.
Built for discrete manufacturing — assembly, automotive, electronics, aerospace.
modalities fused
13+
foundation models orchestrated
16
sovereign inference
edge-first
agentic dispatch
real-time
01 · The shift
Production is no longer linear.
Discrete lines flex on demand. Process loops self-tune. Cobots learn the next assembly task from a human walking them through it. Mining trucks haul through shift change. Tractors plant a 1,000-acre field while the operator reviews the next field on a tablet. Industrial systems are becoming continuous, multimodal, and increasingly autonomous — and the SCADA / MES stack alone can’t keep up.
Ipnops Industry replaces fragmented industrial monitoring with a single, continuously-evolving intelligence and autonomy layer — across cell, line, plant, fleet, fab, and field.
02 · Connect your floor
Not “another HMI.”
Connect your full stack.
Ipnops Industry ingests every modality the industrial stack emits — PLC + SCADA + MES, OPC UA over MQTT Sparkplug B into an ISA-95 Unified Namespace, machine vision, vibration and acoustic emission, robotic telemetry, fleet telematics, and the operational text that contextualizes all of it.
Telemetry & control
PLC + DCS + SCADA
Modbus · EtherNet/IP · Profinet · DNP3
OPC UA + MQTT Sparkplug B
ISA-95 unified namespace · UNS pattern
MES + ERP + LIMS
ISA-95 levels 3-4 · context for every datum
MTConnect
CNC, machining centres, mills, lathes
Vision & acoustics
Machine vision
Cognex · Keyence · drones · pole cameras
Acoustic emission
Bearings · gearboxes · motors · welds
Vibration + thermal
RMS · kurtosis · envelope · IR hotspots
Robotic telemetry
ROS 2 · KUKA · ABB · FANUC · UR · Yaskawa
Field, fleet, & knowledge
Heavy fleet telematics
CAT VisionLink · Komatsu KOMTRAX · John Deere
Edge LoRa + 5G + Wi-Fi 6
In-cabinet IoT · pole-mount sensors
Edge inference silicon
NVIDIA IGX Thor · Hailo-10H · Jetson · Coral
Standards + SOPs + batch records
IEC 62443 · ISO 10218 · GMP · FSMA · ISO 50001
03 · The understanding layer
Every signal, fused.
A multimodal fusion engine aligns time-series, vision, acoustic, and robotic signals; generates operational embeddings; and builds long-term memory of every asset under management. From this understanding, anomalies surface, correlations emerge, forecasts become possible — and autonomous action becomes safe.
04 · Predict
Ask the floor.
Interact with industrial systems through natural language. The platform responds with real telemetry, real forecasts, and the lineage of every model that contributed — no PLC ladder logic required.
You
live demo · queries cycle automatically · open the platform for the full experience
05 · Simulate & act
Test the future, before you ship it.
Discrete-event and physics-aware simulation lets engineers model interventions — predictive-maintenance programs, cobot cells, RL process controllers, AGV fleets, vision QC, autonomous truck dispatch, digital-twin replays — and evaluate consequences before the change order ships. The same simulator drives autonomous dispatch in production.
Scenarios
line-A · Baseline
● ProcessSim
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06 · For whom
Built for the people who run the floor.
Six tracks across the industrial stack. Energy-system automation — residences, CRE, utilities, cities, energy-grade critical infrastructure — is the domain of our sister platform Ipnops Grid.
Discrete manufacturing
Automotive, aerospace, electronics, consumer goods. OEE-driven line orchestration, MES integration, robotic assembly, in-line vision QC at 1,200+ ppm.
Explore for manufacturing →
Process industries
Chemicals, pharma, food & beverage, pulp & paper, refining. Continuous flow + batch, RL-tuned process loops, PAT, golden-batch control under GMP.
Explore for process →
Heavy machinery
Mining, construction, marine, rail. Cat MineStar, Komatsu KOMTRAX, Sandvik AutoMine — fleet operations, autonomous trucks/loaders, telematics.
Explore for heavy machinery →
Agriculture & farming
Row-crop, livestock, dairy, vineyard, greenhouse. Autonomous tractors (8R-class), See & Spray-style precision herbicide, drone scouting, irrigation MPC, computer-vision livestock welfare.
Explore for agriculture →
Logistics & warehousing
Fulfillment, distribution, intralogistics. AGV/AMR fleets, dock optimisation, picking robots. Documented 30%+ productivity gains in 54% of warehouses post-AMR.
Explore for logistics →
Mission-critical industrial
Semiconductor fabs, battery gigafactories, oil & gas, large data centers. Sub-micron tolerances, 100% inspection, sovereign edge, IEC 62443 + NIS2 grade.
Explore for mission-critical →
Closing
From passive monitoring,
to continuous, autonomous, sovereign industrial intelligence.
As production lines flex, fleets autonomise, robotic dexterity compounds, and the rate of change in industrial systems outpaces the ladder logic written for them, the world needs systems capable of understanding the floor in real time, predicting tomorrow’s shift, simulating intervention outcomes, and acting autonomously — at the edge, under IEC 62443 / NIS2 / ISO 10218 envelopes, with the lineage of every dispatch decision auditable end-to-end.
Ipnops Industry is that system.