Tattva Twins — Enterprise Causal Intelligence Platform
Tattva Twins is an enterprise-grade Causal AI platform that builds Causal Digital Twins for industrial operations. We help manufacturers trace every anomaly to its root cause, predict cascading failures before they happen, and prescribe the exact fix — preventing downtime, reducing waste, and optimizing production.
What We Do
Our platform deploys causal discovery algorithms across 100+ industrial data streams to build dynamic causal knowledge graphs. Unlike traditional predictive maintenance that only flags symptoms, our causal AI explains why failures happen and prescribes targeted interventions. Deployments span automotive, pharmaceutical, steel, oil & gas, chemical, cement, aerospace, electronics, data center, and logistics industries.
Key Capabilities
- Causal Digital Twins that model cause-and-effect relationships in real-time
- Autonomous prescriptive actions with full causal chain explanations
- Integration with existing DCS, MES, LIMS, and CMMS systems via OPC-UA and APIs
- Proven results: 42% downtime reduction, 35% quality improvement, 22% energy savings across deployments
Industries Served
Automotive, Aerospace & Defense, Steel & Metals, Pharmaceutical, Chemical, Cement, Oil & Gas, Power & Energy, Electronics Manufacturing, Food & Beverage, Mining, Shipbuilding, Textile, Industrial Machinery, Packaging, Logistics, Data Centers
Contact
Headquarters: Bangalore, Karnataka, India. Serving manufacturers across India, Southeast Asia, Middle East, and Europe.