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The Industrial Context Platform

MaestroHub turns fragmented plant data into structured operational context that people, BI, and AI apps understand and act on in real time — driving up to 20% efficiency improvements across your operations.

One connection per system. One source of truth every app and AI can trust. The hub that ends integration debt — every data point, every site, always in sync.

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Unified Namespace
LNS Research Recognized
Fortune 500 Trusted
The MaestroHub Loop — ISA-95 stack from L0 Field to L5 Cloud, a central hub, and the six-stage Observe, Understand, Contextualize, Decide, Act, Learn loop.

Stop Re-Plumbing Your Plant Data

Every new system means another round of point-to-point integrations. The connectors pile up, systems stop agreeing on the truth, and teams end up working around the data instead of with it.

Without MaestroHub

Integration debt that compounds

  • N² integrations — up to 28 connections just to add one system
  • 8+ custom connectors per system — weeks of dev and high risk
  • Phantom data — systems disagree on what's actually true
  • Missing context — raw numbers with no meaning
  • Knowledge trapped in heroes — tribal know-how, not systems
With MaestroHub

One hub, one source of truth

  • One connection per system — wired in once, reused everywhere
  • Up and running in minutes, not weeks of custom development
  • A unified namespace every site, app, and AI agrees on
  • Structure, labels, and relationships added automatically
  • Operational know-how captured as durable, shared context

Built for Industrial Operations

A complete data layer that connects, structures, and serves your operational data — so every person, dashboard, and AI app works from the same trusted truth.

Connect

Plug into any machine, sensor, or system on your shop floor — up and running in minutes, with one connection per source.

Compose

Turn raw numbers into meaningful information. Add structure, labels, and relationships automatically so data carries its own context.

Unified Namespace

One single source of truth. Every data point, every site — always in sync, always accessible to the people and apps that need it.

Observe

See what's happening right now. Track performance, spot problems, and act before they escalate into downtime or quality issues.

Orchestrate

Automate how data moves. Route, transform, and deliver information exactly where it's needed, exactly when it's needed.

AI & BI Ready

One source of truth every BI dashboard and AI agent can trust — the contextualized data layer to scale Industrial AI safely.

From Signal to Action — Continuously

Six continuous capabilities that turn raw plant signals into decisions and action, then learn from the outcome to make the next loop smarter.

01

Observe

Capture what's happening across every machine, line, and site in real time — no blind spots, no waiting on overnight batch jobs.

02

Understand

Resolve conflicting signals into a single, trustworthy picture so teams stop arguing about whose numbers are right.

03

Contextualize

Attach structure, labels, and relationships so every data point means something to a person, a report, or an AI agent.

04

Decide

Give people and AI apps the contextualized truth they need to make the right call — faster and with confidence.

05

Act

Route and deliver information to the systems and workflows that act on it, closing the gap between insight and execution.

06

Learn

Feed outcomes back into the platform so each cycle sharpens context, models, and decisions over time.

The Data Layer to Scale Industrial AI

20%
Efficiency improvements from structured ops context
N² → 1
From tangled point-to-point integrations to one hub
Minutes
To connect a new system — not weeks of custom dev
Industry Recognition

Featured in LNS Research's Industrial AI Market Landscape and recognized in the Industrial DataOps category as the data layer to scale Industrial AI — trusted by Fortune 500 manufacturing companies.

License a Single Source of Truth

Annual licensing that scales with your operation. Start free, then license the tier that fits your sites.

Try MaestroHub free

Stand up a unified namespace and connect your first systems — no commitment.

Multi-Site
For operations unifying several plants into one shared, in-sync namespace.
$16,000/year
  • Multi-site unified namespace, always in sync across plants
  • Connect machines, sensors & systems across every site
  • Compose, contextualize & observe in real time
  • Orchestrate data flows across sites
  • BI & AI-ready data layer
  • Priority onboarding & support
Enterprise
For global, multi-region deployments with custom scale and integrations.
Custom
  • Everything in Multi-Site
  • Unlimited sites & custom integrations
  • Dedicated solution architecture & SLAs
  • Enterprise security & deployment options
Contact Sales

All licenses are annual. Need a custom scope, a perpetual license, or help choosing a tier? Contact us.

Ready to End Integration Debt?

Talk to 4.0 Solutions about bringing MaestroHub to your plant — one connection per system, one source of truth your people, BI, and AI can act on in real time.