[ SYS — INITIATING ]

Physical AI for the industries that move the world.

INDUSTRIALINTELLIGENCE

RENDERING SYSTEM MAPSCROLL ↓
II — 02 / SHEET 02

§ 02 — Manifesto

The world still runs on
digging, refining, growing,
and moving.

We build physical AI for
the systems that do that work —

perception, autonomy, and control on real metal in real places.

§ 03 — CAPABILITIES

What we build.

Three interlocking layers that turn a plant's physical reality into action — sensing, deciding, and moving real metal.

01 PERCEPTION

PERCEPTION

Sensing as ground truth.

  • Vision, lidar, vibration, and acoustic
  • On-device inference at the edge
  • Anomaly detection without false alarms
02 AGENTS

AGENTS

Reasoning over real plant state.

  • Tool-using agents bound to operator authority
  • Long-horizon planning across plant and supply chain
  • Audit trails for every decision
03 CONTROL

CONTROL

Decisions becoming motion.

  • →Autonomous heavy machinery — excavators, haul trucks, loaders
  • →Robotic manipulation — pick, sort, weld, assemble
  • →Plant-wide control loops with hard safety bounds

Industries

§ 04 — INDUSTRIESII — 04 / SHEET 04
01 / 05VERTICAL

MINING

PAYLOAD 320 tBUCKET 47 m³BELT 2400 t/hBENCH 15 mØ 4.0 mSTOCKPILE 240 ktII-04-MINSCALE 1:500

Autonomy under load, kilometers underground.

  • Haul-truck routing across active pit faces
  • Predictive maintenance on dragline bearings
  • Drone-based stockpile volumetrics
02 / 05VERTICAL

OIL & GAS

RIG-07 (P&A)FTBUND CONTAINMENTT-101T-102T-103F-101STROKE 4.6 mBBL/D 1240WHP 280 psiT-101 / 750 BBLAPI 32.1FLARE 0.42 MMSCF

Field intelligence from wellhead to refinery.

  • Pump-off detection and rod-load optimization
  • Flare-stack emissions monitoring
  • Vision-based pad-walk inspection agents
03 / 05VERTICAL

REFINING

STMD-103P-101E-205T-101T-102T-103T-104CT-301REFLUX 2.4R/F RATIOTRAY 28/45DIESEL CUTAPI 32.1DIESEL °APIT-10150 kbbl FIXEDØ 4.5 mCOL SHELLQ 145 GJ/hHEATER DUTYII — REFINING / CDUSHEET 03 / REV A

Closed-loop optimization on running plants.

  • Crude-blend optimization with constraint solvers
  • Acoustic leak detection on pressure vessels
  • Outage-planning agents that respect interlocks
04 / 05VERTICAL

AGRICULTURE

ABPIVOT R 400 mFLOW 28 L/sNDVI 0.78YIELD 187 BU/ACBIN B-2 / 12 ktMOISTURE 14.5%§04.D · AGRICULTUREBROADACRE / VARIABLE-RATEN

Acre-scale autonomy on real fields.

  • Variable-rate irrigation tied to satellite NDVI
  • Vision-guided weeding and selective harvest
  • Yield-forecast agents bound to commodity hedging
05 / 05VERTICAL

AQUACULTURE

MOOR−5m−10m−15m−20m−25m−30mBIOMASS 412 tDO 9.4 mg/LØ 50 mDEPTH −25 mFCR 1.18MORTS 0.04% / dROV CAM 4KAQUACULTURESHEET 05/05SCALE1:200REV A

Compute under the waterline.

  • Sea-lice counting from underwater cameras
  • Feed-rate control loops linked to biomass models
  • Storm-aware net-inspection scheduling

§ 05 — CONTACT

II — 05 / SHEET 05DIM 1280 ▸ 720REV 2026.04SIG ▸ ▸ ▸

TALK TO
US.

Build something real with us — or kick the tyres with a question.