Physical Agentic AI · Live in Production

The AI operating system
for the physical factory.

One intelligent layer across your entire factory network. Monitor live, diagnose instantly, share solutions across every plant — and see the business impact.

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94%
Downtime reduction
0.44h
Avg MTTR (was 7.8h)
200+
Assets monitored
1,475h
Downtime hours saved
PAIOS Command Center — live factory monitoring
The Problem

Unplanned downtime is expensive.
The knowledge to fix it is trapped.

📄

Knowledge in PDF manuals

Senior engineers carry critical repair knowledge in their heads and in unstructured documents. When they leave, it disappears. Every new fault becomes a manual search.

🔌

IT and OT are siloed

Your machines on the floor don't talk to your business software. Live sensor signals never reach the systems that could reason about them and take action.

📊

No single pane of glass

Operations, maintenance, and leadership each see a fragment. No system connects live signals, root-cause reasoning, and business KPIs in one place — until now.

How PAIOS Works

One intelligent layer over your entire factory.

PAIOS sits between your machines and your people. It ingests live data, reasons over a knowledge graph of every asset, and answers questions — in chat, by voice, or visually.

📡

Machines stream data

Sensors and PLCs publish live signals over MQTT to the EMQX broker — the factory data hub.

🧠

Knowledge Graph reasons

Every asset, fault, cause, and repair is modeled. PAIOS knows what breaks together and why.

🤖

Agents act on intent

The orchestrator routes your question to the right specialist agent — diagnosis, repair, search, or build.

💬

You ask, it answers

Chat, voice, or photo — get a precise answer with steps, parts, and blast-radius impact. Instantly.

📈

Leadership sees ROI

The Executive Cockpit turns every resolved fault into a measurable business outcome in real time.

Platform Features

Everything your factory needs. One platform.

From the shop floor to the boardroom — every module is live, connected, and reasoning over your real asset data.

Command Center
Command Center

Real-time eyes on every line.

A live factory dashboard fed by real MQTT telemetry. See overall OEE, per-line status, throughput, energy consumption, and active alerts — all updating in real time. When Line 4 goes critical, you know in seconds, not hours.

Overall OEE, production volume, quality rate, and uptime — all on one screen.
Active alert feed with severity, cause, and time elapsed.
Per-line status: Operational / Warning / Critical / Maintenance.
Quick Actions: Alerts, Analytics, Energy, Team, Security — one click away.
Executive Cockpit
Executive Cockpit

The business case, in numbers.

Boardroom-ready analytics. MTTR reduction by sector, OEE trend over 24 weeks, downtime by cause, and hours saved — computed directly from your 200 ingested assets. Share or Export PDF in one click.

Automotive: 5.0h → 0.33h MTTR (–93%)
Aerospace: 8.2h → 0.46h MTTR (–94%)
Semiconductor: 10.3h → 0.53h MTTR (–95%)
Knowledge Graph
Enterprise Knowledge Graph

See your whole plant as a living map.

An interactive ontology of 503 nodes spanning your entire enterprise — sectors, areas, machines, faults, and repair procedures. Click any machine to see its failure modes, blast radius, and what else goes down if it fails.

200 machines · 200 faults · 29 areas · 9 procedures modeled.
Build new nodes from a natural-language prompt — describe your factory, it builds the graph.
Filter by sector: Automotive, Aerospace, Semiconductor.
AI Chat
AI Chat + Voice

Ask your factory anything.

Type or speak — the orchestrator routes your question to the right agent and answers in plain language. Ask about a fault, request repair steps, search assets, or count machines across any sector.

"My ABB IRB 1600 shows error E-001, how do I fix it?"
"What causes KUKA LBR iisy axis overload fault?"
"How many machines are in the semiconductor sector?"
Voice Assistant
Voice Assistant

Talk to your factory — hands-free.

The same intelligence, without a keyboard. Tap the mic, ask about a fault, a repair, or asset count — PAIOS routes through the orchestrator and speaks the answer back. Built for the shop floor where hands are busy.

Same orchestrator as chat — all agents available by voice.
Browser-native speech engine — works in Chrome and Edge.
Data Layer
Data Layer

Your manuals become searchable intelligence.

Drop a PDF robot manual — PAIOS extracts fault codes, procedures, and specs and builds them into the knowledge graph automatically. Deduplication ensures uploading the same manual twice never creates duplicate nodes. Connect SharePoint to auto-pull documents continuously.

Supports ABB, KUKA, Yaskawa, Universal Robots, Fanuc, and more.
SharePoint Connector for continuous, hands-free ingestion.
Machine Registry
Machine Registry

Every asset. One searchable registry.

A complete registry of every machine in the knowledge graph. Search by model, serial number, plant name, or fault symptom. Find the right asset in seconds — not minutes of manual lookup.

ABB GoFa, KUKA LBR iisy, Yaskawa ArcWorld, Universal Robots UR10e, Fanuc CRX-10iA — and every asset you add.
Agent Store
Agent Store

Specialist agents for every task.

A growing library of AI agents, each trained for a specific factory job. Activate an agent with a single click — or a natural language prompt. The Reasoning Engine orchestrates them all.

KG Builder · Fault Diagnosis · EKG Modeling · Repair Procedure — all active now.
Data Pipeline Agent and Reasoning Engine: coming soon.
⚡ Built Into PAIOS
SCADE — Supply Chain Anomaly Detection Engine

From fault detected to ranked fix options — in under 2 minutes.

SCADE is not a parts lookup. It's a causal intelligence engine. The moment PAIOS detects a fault, SCADE traces exactly what breaks downstream, ranks every mitigation option by cost, speed, and risk — and puts a ranked decision in front of your manager before they've opened a spreadsheet.

💥
Core Innovation 1

Bidirectional Causal Blast Radius

A deterministic engine that maps exactly how a fault at one node ripples outward — and backward — through the factory supply chain graph. Not just "this machine is down" but every supplier, shipment, and downstream commitment affected, traced causally.

🔄
Core Innovation 2

Live Substitutability Index

Paired with the blast radius — tells you in real time which suppliers, routes, parts, and assets can substitute for the disrupted one. Mitigation isn't "here's the problem" — it's "here's exactly what you can swap in right now."

📊
Core Innovation 3

Pareto-Optimal Mitigation Ranking

Every mitigation option ranked along a Pareto frontier — cost vs. speed vs. risk. Not a single "best answer" but a decision surface. Your manager chooses the tradeoff that fits the situation, with all the data already in front of them.

Sub-2-Minute Decision Pipeline
1
PAIOS detects fault
Sensor anomaly or operator report — PAIOS agent diagnoses root cause instantly
2
SCADE traces blast radius
Bidirectional causal graph traces impact: 4 assets · 2 lines · 3 suppliers · £48k exposure
3
Live substitutes identified
Substitutability Index surfaces 3 available suppliers and 2 alternative routes — in real time
4
Pareto mitigation cards ranked
Options ranked by cost · speed · risk. Manager picks the right tradeoff — not the only answer
Decision made — under 2 minutes
What used to take hours across emails and spreadsheets — automated end to end
SCADE War Room

AI crisis workspace — grounded in real data.

The War Room is an AI-driven mitigation workspace layered on the deterministic engine. It generates a unified narrative and Pareto mitigation cards from real database values — grounded, not hallucinated. Runs on whichever AI model your enterprise already uses.

Line 3 is down — what's the blast radius and fastest fix?
SCADE analysis: Line 3 stoppage (ABB GoFa E-001) propagates to 4 downstream assets. Estimated exposure: £48,200.

Fastest fix (4h): Bearing SKF-6205 — in stock at Warehouse B, 22mi away. Repair time: 47min.
Lower cost (8h): Reroute through Line 2 — 73% capacity, no parts needed.

Pareto cards ready. Which tradeoff fits your shift schedule?
Grounded — real DB values Your in-house LLM Or Claude / Gemini enterprise
📡

Live Disruption EKG

Real-time visual of supply chain health and disruption propagation — wired to live data as it flows.

🚛

Backhaul Alert System

Tracks trucks via GPS or Samsara telematics — proximity-triggered alerts match backhaul freight with available suppliers.

🚢

Live AIS + Telematics

AIS vessel tracking (aisstream.io) and Samsara truck telematics — disruptions caught from live positional data, not reports.

🔌

Enterprise Connectors

Native connectors for SAP, Oracle, SQL Server, MySQL, Postgres. Single-tenant per deployment — your data stays on your infrastructure.

Architecture

One AI layer. From sensor to boardroom.

PAIOS unifies live OT telemetry, a reasoning knowledge graph, and specialist AI agents in a single sovereign platform. No data leaves your infrastructure.

PAIOS System Architecture

Real-Time OT Telemetry

Machines and PLCs stream live data over MQTT → EMQX broker → WebSocket relay → Command Center. OPC-UA and Modbus ready.

Enterprise Knowledge Graph

NetworkX ontology: Enterprise → Sector → Area → Machine → Fault. 503 nodes, 200 faults, blast-radius impact modeling.

AI Orchestration + Agents

FastAPI orchestrator classifies intent, routes to specialist agents: Fault Dx, Repair, Asset Search, EKG Builder, Vision.

LLM Intelligence

Bring your own LLM — run in-house models, connect your enterprise Claude or Gemini license, or let us integrate with your existing AI stack. FAISS/ChromaDB for GraphRAG. Your data never leaves your infrastructure.

Measured Outcomes

Results that show up in the numbers.

Based on a 200-asset deployment across Automotive, Aerospace, and Semiconductor sectors.

94%
Mean downtime reduction
MTTR: 7.8h → 0.44h
1,475h
Downtime hours prevented
Across 200 monitored assets
503
Knowledge graph nodes
200 machines · 200 faults · 9 procedures
87.4%
Overall OEE achieved
↑ 2.1% vs last quarter
Industries

Built for the world's most demanding factories.

PAIOS is production-ready across six industrial sectors — each with its own machine ontology, fault taxonomy, and agent tuning.

✈️

Aviation

Aerospace FAL, wing join, cabin integration

Oil & Gas

Compressors, pipelines, refinery assets

🚂

Rail & Loco

Rolling stock, traction systems, depot ops

💾

Semiconductor

Fab cleanroom, photolithography, deposition

🏭

Industrial

Automotive, assembly, stamping, body-in-white

🔬

Pharma

GMP compliance, batch manufacturing, QA

Agent Store

Specialist agents for every factory job.

Each agent is trained for one task and orchestrated automatically. Activate with a click — or just ask.

📚
KG Builder Agent
Active

Reads PDF manuals and auto-builds the knowledge graph — extracting fault codes, procedures, and part references into structured nodes.

→ Upload a robot manual PDF to activate
🔧
Fault Diagnosis Agent
Active

Identifies faults from symptoms, images, or error codes using GraphRAG — reasoning over the full knowledge graph to find root cause and affected components.

→ Ask about any robot fault to activate
🗺️
EKG Modeling Agent
Building

Builds factory hierarchy dynamically from natural language prompts. Describe your factory in plain English — the agent constructs the ontology.

→ Describe your factory to build the EKG
🔄
Data Pipeline Agent
Planned

Connects to SharePoint and auto-pulls documents continuously — keeping the knowledge graph in sync with your latest maintenance documentation without manual uploads.

📋
Repair Procedure Agent
Active

Generates step-by-step repair guidance with required tools, safety checks, and parts list — pulled directly from the knowledge graph for the specific fault and machine.

→ Ask for repair steps for any fault code
⚙️
Reasoning Engine
Building

The orchestrator that plans, evaluates, and adapts across all agents — running multi-step reasoning chains for complex factory queries that span multiple domains.

→ Orchestration engine coming soon
Integrations & Tech Stack

Connects to the systems your factory already runs.

PAIOS is built on open, production-proven standards — connector-ready for every major OT protocol and enterprise platform.

📡
MQTT / EMQXReal-time OT telemetry
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OPC-UAIndustrial standard protocol
⚙️
ModbusPLC & legacy equipment
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SCADEParts & supply chain tracking
☁️
AzureOpenAI · App Service · Cosmos DB
🌐
AWSSageMaker · Bedrock
📄
SharePointDocument auto-ingestion
🤖
Your LLMIn-house, Claude, or Gemini
👁️
Vision AIRuns on your preferred model
🧠
Bring Your Own LLMIn-house · Claude · Gemini · Any
🔍
FAISS / ChromaDBGraphRAG vector search
⚛️
React 19 + TypeScriptFrontend framework
🐍
FastAPI + PythonBackend & orchestration
Get Started

Ready to stop losing hours to unplanned downtime?

PAIOS is live, production-ready, and deploying now. Request a demo and we'll show you your factory's numbers — on your real asset data.

Contact Us

Let's connect your factory.

We respond within 1 business day  ·  [email protected]

We will show you PAIOS on your own factory data.

Every demo is tailored. We load your machine types, model your asset hierarchy, and show you what MTTR reduction looks like for your sector and scale.

📧

Email us directly

[email protected]

🏭

Sovereign deployment

PAIOS deploys on your infrastructure. No data leaves your plant.

Fast onboarding

Upload your robot manuals and describe your factory. Knowledge graph live within hours.

💥

SCADE built in

Every fault comes with blast radius mapping, a ranked remediation plan, and live parts status.

🌐

Multi-factory expansion

Start with one plant. Solutions compound across every factory you add to the network.