AI-Powered Plant Diagnostics

Empowering Chemical Plants
with AI Diagnostics

ChemInsight leverages AI to deliver precise root cause analysis for process alerts by analyzing live IoT sensor data, referencing digitized P&ID diagrams, and utilizing historical breakdown records.

99.7%
Diagnostic Accuracy
<30s
Alert Response Time
85%
Downtime Reduction
24/7
Continuous Monitoring

Intelligent Plant Operations

A comprehensive platform that transforms how chemical plants diagnose and resolve process issues.

Live Sensor Data Ingestion

Connect and ingest real-time IoT sensor data from SQL databases, supporting multiple sensor types and OPC-UA conventions.

P&ID Knowledge Graph

Convert static P&ID drawings into a queryable graph database, representing equipment and topology for intelligent traversal.

Historical Breakdown Records

Store and query past incidents and maintenance actions for pattern matching and diagnostic support.

AI Diagnostic Agent

Multi-step reasoning agent that processes alerts, validates sensor data, traverses topology, and generates hypotheses tested against physical laws.

Interactive Dashboard

Plant overview, alerts with AI diagnoses, and detailed recovery procedures - all in a beautiful, real-time interface.

Realtime Predictions

AI-powered sensor forecasting with trend charts, correlation heatmaps, predictive alerts, and attribute correlation insights.

How ChemInsight Works

From alert to resolution in minutes, not hours.

01

Alert Triggered

Sensor anomaly detected via real-time IoT monitoring

02

Data Validation

AI validates sensor readings against physical constraints

03

Topology Traversal

P&ID graph traversed to identify affected systems

04

Diagnosis & Recovery

Root cause identified with actionable recovery steps

Transparent Pricing

Scale with your plant. Pay only for what you need.

Starter

For small plants with basic monitoring needs

$2,500/plant/month
  • Up to 500 sensors
  • Basic AI diagnostics
  • Email alerts
  • 30-day history
  • Standard support
MOST POPULAR

Professional

For medium plants requiring advanced analysis

$7,500/plant/month
  • Up to 5,000 sensors
  • Advanced AI reasoning
  • P&ID graph analysis
  • 1-year history
  • Priority support
  • Custom integrations

Enterprise

Multi-plant operations with full capabilities

Custom
  • Unlimited sensors
  • Full AI diagnostic suite
  • Multi-plant management
  • Unlimited history
  • Dedicated support
  • Volume discounts
  • On-premise option
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