Do we even have the right data? What's the actual root cause? Will this machine fail this week? What patterns are we not seeing?

Yourfactoryalreadyhasthedata. Weturnitintodecisions.

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Connect every machineUnify every siteLearn every patternAct in real time
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Ops agents
01 / Unified Platform

One platform. Every machine. Every site.

Connect, unify, analyze, and act on every data point from your plant floor. No rip-and-replace. No dedicated data team.

04

AI Workflow & Agents

Agents as a Service: outcomes, not queries.

Agentic
03

AI / ML Models

Built in, not bolted on.

Models
02

Structured Data Layer

One source of truth. Every asset, every site.

Schema
01

Data Ingestion Layer

Plug and play. Connect to 300+ floor systems.

Connectors
Security & GovernanceAccess · Audit · Data Quality · Compliance
02 / Capabilities

Built in, not bolted on.

Five capability areas, one platform. Every layer designed to drop into mission-critical operations without disruption.

02

Data Connectivity

300+ device drivers.

  • OPC UA, Modbus, MQTT, EtherNet/IP
  • Allen-Bradley, Siemens, Mitsubishi
  • Read-only, zero downtime
  • Edge or cloud, buffer & replay
300+Device drivers
03

AI / ML Models

Built in, not bolted on.

  • Predictive maintenance
  • Vision QA/QC, forecasting
  • Root cause, reject optimization
  • What-if process simulation
AdaptiveContinuously trained
04

Agents as a Service

Outcomes, not queries.

  • “Why did Line 2 drop today?”
  • “Root-cause this scrap spike.”
  • “What’ll fail next week?”
  • “Build me a shift dashboard.”
24/7On-call agents
05

Visualization & Alerts

See it your way.

  • Power BI, Tableau, Grafana
  • SQL endpoint + streaming API
  • Custom web & mobile dashboards
  • Alerts: email, SMS, Teams, Slack
Tool-agnosticYour stack, your way
06

Governance & Security

Enterprise-grade trust.

  • Cloud-agnostic, runs anywhere
  • End-to-end encryption, SSO/SAML
  • Aligned with SOC 2, ISO 27001, HIPAA, GDPR
  • US/EU/private cloud residency
Audit-readyFrom day one
03 / Outcomes

One platform. Every outcome.

Production, process, maintenance, quality. Four levers, one platform.

Production Intelligence

See the plant as it runs.

  • OEE tracking
  • Downtime analysis
  • Shift performance insights
  • Production trend monitoring
Process Optimization

Squeeze the cycle.

  • Cycle time reduction
  • Throughput improvement
  • Bottleneck detection
  • Scrap and reject reduction
Maintenance Optimization

Catch failures early.

  • Predictive maintenance
  • Machine anomaly detection
  • Root cause analysis
  • Maintenance scheduling
Quality Optimization

Defects stop at the line.

  • Vision system QA/QC
  • Cross-shift traceability
  • Real-time defect alerts
  • AI-driven recommendations
04 / AI Segments

Cutting-edge AI, plant-floor practical.

Five AI segments. Production-tested models built for mission-critical operations.

01 / Agents as a Service

Your operations team, on call 24/7.

Ask in plain English. Get the answer, the action, and the proof.

YouWhy did Line 2 drop today?
02 / Vision AI

Eyes on every part.

FRAME 0142SCAN OK
03 / Predictive AI

Catch failures before they cost.

04 / Process AI

Tune the line in motion.

05 / R&D AI

From idea to recipe, faster.

Custom AI Solutions

Need something specific? Purpose-built AI and ML tailored to your production challenges. Scoped, designed, and delivered collaboratively.

05 / Engagement

From assessment to scale, with no surprises.

A staged path from first conversation to plant-wide rollout. You keep optionality at every step.

Turn your data into decisions.

No commitment. Insights in days.

Book a free assessmentebbindaniel@machineaisolutions.com813-573-0057