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DeepIQ offers software driven by AI and machine-learning to automate, maintain, and QA enterprise data. Real-time analytics capabilities enable moving from science to production without writing code.
Published July 16, 2020
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Updated October 31, 2023
Oil & Gas
Power & Utilities
Completions
Drilling
Production
Subsurface
Product Overview
Overview
DeepIQ is a cloud native, self-service {data + AI}Ops software designed specifically for the industrial world
Business Model
- DeepIQ is available for subscription on all popular cloud platforms
- E&P companies
- Service companies ( weatherford)
Technology Innovations
DeepIQ is a self-service analytics software designed specifically for the industrial world. It runs natively on all popular cloud platforms, with a simple footprint and elastic scalability.
Time Series
- Use DeepIQ’s edge software to connect your digital platform to all leading historians, SCADA and PLC systems. Scale to millions of messages per second and support transmission using secure, encrypted connections across multiple network architectures
- Remove outliers and smooth out noise, interpolate to a single frequency and build analytic ready data sets
Geospatial
- Convert your Geospatial data sources including SHP files, GeoRasters and LAS files into analytic ready datasets. Convert disparate sources to a unified resolution and create high quality datasets with statistical algorithms
- Fix faulty or missing data issues using spatial interpolation before using geospatial queries to refine data using containment, intersection, and overlap relationships
Advanced Industrial Data Analytics
- Fuse both AI and Knowledge driven approaches to achieve industry leading accuracy on geospatial and temporal analytic use cases
- Use distributed pattern matching and machine learning algorithms to seamlessly match and reconcile multiple datasets with millions of entities
- Use structured learning algorithms to incorporate temporal and spatial relationships into your predictions
Applications
DeepIQ highly automates:
Ingestion
- Leverage simplified connectors to your industrial data sources including time series, structured, unstructured, geospatial and other sources
- Use DeepIQ’s secure and fault tolerant edge connectors to bring data from isolated field networks
Engineer
- Simplify building and scaling your streaming, batch time series or geospatial data workflows
- Transform your data using schema mapping and change data capture technologies
Converge
- Achieve IT-OT convergence with a collaborative app for your technology and operations teams
- Reconcile your disparate sources with AI-based record matching across millions of entities
Optimize
- Combine data engineering and AI model optimization in a single step
- Track your model performance, explore with visualizations, and investigate root causes across the entire data lifecycle