Drishya offers a suite of AI-powered solutions that convert unstructured industrial engineering data into computable contextual models. This enables faster decision-making, improved operational performance, and the deployment of Generative & Agentic AI applications across asset-heavy industries.

Traditional tools digitize documents in isolation, creating disconnected data silos. Drishya overcomes this by building a unified, computable contextual graph that links engineering documents, operational data, metadata, and equipment behavior across the entire plant lifecycle. The result is a living, intelligent representation of the facility, ready for use in design, simulation, operations, and maintenance.

Drishya’s platform is purpose-built for enterprises operating in energy, chemicals, EPC, utilities, and manufacturing sectors. It is already deployed by global leaders in North America, the Middle East, and Asia.

Drishya Suite includes three core products:

Artisan
Converts static engineering documents—such as P&IDs, isometrics, control narratives, and data sheets—into contextual digital models. Artisan extracts tags, equipment data, line numbers, and process flows, and links them across documents to build a consistent, plant-wide knowledge graph.

Brains
Optimizes plant performance using historical and live data. Brains delivers predictive insights on alarms, energy consumption, equipment performance, and reliability. It uses AI models trained on contextualized data from Artisan to surface actionable recommendations and detect anomalies.

Junior
A Generative AI co-pilot that allows engineers and operators to search and explore plant data using natural language. Junior connects with the contextual graph to provide fast answers to queries about documents, specs, revisions, and more.

Key Capabilities

Smart P&ID Conversion - Converts scanned and PDF-based P&IDs into machine-readable, structured formats with tag-level detail
Computable Contextual Graphs - Links equipment, lines, systems, and documents into a plant-wide contextual graph
Document Comparison & Revision Tracking - Detects and highlights differences across document revisions and metadata
Simulation-Ready Data Generation - Prepares simulation-ready data for tools such as Aspen HYSYS and DEXPI-based platforms
Generative AI Interface - Enables natural language queries across thousands of engineering documents using Junior
HAZOP & RCA Readiness - Surfaces inconsistencies, undocumented changes, and missing information to support HAZOP, RCA, and safety reviews

Operational Optimization - Identifies inefficiencies, reliability risks, and abnormal process behavior using predictive analytics

Benefits Across the Asset Lifecycle

In design and engineering, Drishya automates validation of thousands of drawings, reducing manual data reconciliation and setup time for simulation. At the fabrication stage, Drishya enables the generation of complete fabrication packs in minutes instead of weeks. In operations, it helps teams optimize energy performance, reduce alarm loads, and improve uptime.

Who It's For

Drishya serves customers managing complex facilities and infrastructure in oil and gas, petrochemicals, utilities, mining, pulp and paper, and manufacturing. It supports both greenfield and brownfield projects and scales across single-site or multi-site deployments.

Why Drishya

Drishya’s core advantage lies in creating a computable contextual graph that links all types of engineering and operations data into a single, intelligent layer. This enables fast automation, smart AI workloads, and simplified decision-making across departments.

Business Impact

Reduce simulation preparation from weeks to days

Cut design validation & fabrication document generation by over 90%

Enable remote diagnostics and centralized monitoring

Improve energy efficiency, safety, and reliability with contextual AI

We bring structure, intelligence, and automation to industrial data. Whether you're designing a new plant or optimizing an existing one, Drishya helps teams digitize smarter, operate better, and move faster—on the path toward decarbonization and digital transformation.

https://www.wetransact.io/

Drishya AI Digital Twin – AI-Powered Industrial Plant Optimization and Smart P&ID ConversionDrishya AI Labs Inc

Drishya AI Digital Twin – AI-Powered Industrial Plant Optimization and Smart P&ID Conversion

Drishya AI Labs Inc

Drishya AI Digital Twin – AI-Powered Industrial Plant Optimization and Smart P&ID Conversion

Drishya AI Labs Inc

Drishya AI Digital Twin – AI-Powered Industrial Plant Optimization and Smart P&ID Conversion
Drishya AI Labs Inc