AcuSignal is an Industrial Asset Intelligence Accelerator that connects plant data and engineering drawings, applies AI and turns them into clear alerts, predictions, and insights—helping your teams identify problems earlier and make better operational decisions.
Your Machines Are Producing Data. But Is It Helping You Make Decisions?
Manufacturing plants generate large amounts of information from machines, sensors, cameras, production systems, engineering drawings, maintenance applications, and business platforms.
However, this information is often spread across different systems.
As a result:
- Equipment problems may be discovered too late.
- Production lines may operate below their expected speed.
- OEE targets may not be achieved.
- Maintenance teams may struggle to find the right information.
- Product-quality checks may depend heavily on manual inspection.
- Operations, maintenance, and engineering teams may work with different views of the same asset.
AcuSignal brings this information together and makes it useful.
One Connected Platform for Industrial Intelligence
AcuSignal helps you move from disconnected plant data to practical business action.
Connect
Collect data from existing OT systems, PI Historians, sensors, cameras, machines, robots, drones, and business applications.
Understand
Bring the information together in AcuPrism,
Acuvate’s
Enterprise Data and AI Platform, where it can be cleaned, organized, and connected to the correct machines and processes.
Predict
Use Industrial AI to identify unusual
behaviour, predict possible equipment
failures,
monitor production performance, and detect product-quality issues.
Act
Send real-time alerts and recommended actions to operations and maintenance teams.
Visualize
See equipment status and AI insights through Power BI dashboards, Copilot, agents, and PNID.IO digital twins.
AcuSignal supports existing OT data, new sensors, robotics, drones, cameras, machine vision, and edge AI for near-real-time decisions.
Business Benefits
Identify Problems Earlier
Monitor changes in temperature, performance, and other equipment conditions before they become larger operational issues.
Support Predictive Maintenance
Use AI to understand equipment behaviour and identify signs that a machine may require attention.
Improve Production Performance
Find production lines that are running below their expected speed and understand where performance losses may be occurring.
Improve OEE
Support improvements in equipment availability, production performance, and product quality.
Strengthen Quality Control
Use cameras and machine vision to inspect products and identify possible quality issues in real time.
Give Teams One Connected View
Provide operations, maintenance, engineering, finance, and logistics teams with access to connected information and insights.
AcuPrism supports the development and operation of AI models for scenarios such as OEE and predictive maintenance while bringing together multiple data sources.
AcuSignal Use Cases
Equipment Condition Monitoring
Monitor temperature and other machine readings and alert the appropriate team when conditions move outside the expected range.
Predictive Maintenance
Use historical and real-time information to identify signs of possible equipment failure.
OEE and Production Monitoring
Understand why equipment or production lines are not meeting availability and performance targets.
Production Bottleneck Detection
Identify where materials, machines, or processes are slowing down the production line.
AI-Powered Quality Inspection
Use cameras and machine vision to detect damaged, incorrectly filled, or incorrectly manufactured products.
Real-Time Operational Alerts
Notify teams when equipment conditions, production output, or product quality require attention.
Digital Asset Monitoring
Display live machine information—including temperature, pressure, flow, level, documentation, and related data—on an interactive digital view.
The source materials describe scenarios including equipment-temperature monitoring, production-speed analysis, OEE, failure prediction, product-quality validation, and production bottleneck detection.
The Tech Behind AcuSignal
Built From Connected Acuvate Accelerators
AcuNow — Intelligence at the Edge
Processes sensor and camera information close to the machine, supporting faster operational decisions.
AcuPrism — Enterprise Data and AI Platform Stores, organizes, and prepares plant and business information. It also provides the environment for developing, training, and running AI models.
PNID.IO Digital Twin Turns factory drawings into an interactive view where teams can see assets and their related live information.
DiagramIQ — Engineering Information Intelligence
Uses AI to scan engineering drawings, extract equipment Tag IDs, digitize P&IDs, and create a searchable enterprise Tag Registry.
Copilot, Coworkers, and Agents
Allow users to ask questions in familiar business language and support multi-step industrial workflows.
DiagramIQ can scan large numbers of engineering drawings, update Tag Registry information, digitize P&IDs, and make the resulting information searchable through natural-language tools.
Why AcuSignal
More Than a Dashboard. An End-to-End Industrial AI Accelerator.
AcuSignal brings together:
- Industrial and operational data
- Existing and new sensors
- Edge and cloud AI
- Machine vision
- Enterprise data and business applications
- Engineering drawings and equipment Tag IDs
- Predictive-maintenance models
- OEE and production analytics
- Digital twins
- Power BI and Copilot
- AI coworkers and agents
- Implementation, configuration, and ongoing support
Instead of purchasing separate tools for each stage, customers can work with Acuvate across the complete journey—from identifying the use case to connecting the data, applying AI, presenting the results, and supporting the solution.
Why Acuvate
Industrial Intelligence Backed by Data, AI, and Cloud Expertise
Acuvate brings:
- 19+ years of industry experience
- 500+ multi-skilled professionals
- Operations across three continents and seven offices
- Experience supporting more than 200 enterprises worldwide
- Expertise across AI, data, cloud, automation, and enterprise modernization
What Is the First Plant Problem You Want to Solve?
Tell us about the machine, production line, quality issue, or maintenance challenge that matters most to your business.
Acuvate will help you identify the required data, select the appropriate AI approach, design the right user experience, and create a practical path from your first use case to enterprise-wide Industrial AI.