Go beyond machine vision. Deliver Industrial Intelligence.
AcuSight provides the software platform that enables System Integrators to evolve from delivering vision projects to delivering Industrial Intelligence — combining inspection, edge AI, fleet management, MLOps and reasoning into one scalable architecture.
Five layers.
One on-premises platform.
Each layer is deployable independently and interoperates with the systems you already run. Integrators can start at any layer and grow upward as their clients mature.
Reasoning & Agents
AI Co-Pilot, LLM/VLM reasoning across production data, and MCP-connected agents that assist operators and engineers.
MLOps & Fleet Management
Continuous model adaptation, drift detection, dataset versioning and staged OTA rollouts across mixed device fleets.
Vision AI Models
Inspection, defect detection, classification, tracking and anomaly detection — trained on your production data.
Edge Runtime & Devices
Containerized runtime on microprocessors, embedded edge devices, industrial PCs and GPU servers — fully on-premises.
Cameras · PLCs · Factory Systems
Works with existing cameras and integrates with PLCs, MES, ERP and historians. No rip-and-replace.
Two AI products.
One unified platform.
Edge Assistant keeps operators moving on the line. Factory Agent reasons across the plant. Both run on AcuSight, fully on-premises.
Supercharge factory-floor operations and decisions.
260M parameter edge model · Embedded on the machine or line
Low-power, low-latency inference for real-time operator assistance — improving traceability, accelerating issue resolution and keeping quality consistent.
Production telemetry
Real-time data analysis from your production line with simple, natural-language questions.
Troubleshooting
Step-by-step guidance grounded in expert resources and machine context.
Workflow guidance
Detailed process verification to ensure quality conformance at every station.
Unlock massive industrial intelligence from factory data.
7B parameter model · Runs on centralized on-premises server
Applies multi-turn, deep reasoning across production, operational knowledge and factory-wide telemetry — turning plant data into actionable industrial intelligence.
Cross-line analysis
Reveal operational inefficiencies and quality trends through deep data correlation.
Historical reasoning
Understand and predict operational performance using historical context.
Production optimization
Surface actionable insights from factory-wide operational data.
From machine vision, to Vision AI, to Industrial Intelligence.
| Traditional | Vision AI | Industrial Intel. |
|---|---|---|
Inspects parts | Understands images | Understands operations |
Pass/fail | Classifies defects | Reasons across production data |
Single camera | Multiple sensors | Entire production line |
Deterministic rules | AI models | AI agents + LLM/VLM |
Device-centric | Vision-centric | Factory-centric |
Industrial Intelligence, answered.
Common questions manufacturers and system integrators ask when evaluating edge AI for inspection and anomaly detection.