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Oil & Gas Data Mesh Platform

Fuel Your Upstream & Downstream Insights with AI-Powered Data Mesh

Transform oil & gas operations with unified visibility across drilling, production, refining, and distribution systems, enabling faster insights and better decisions through AI-powered analytics.

Oil & gas operators using Latttice reduce non-productive time by 25%¹

Why Oil & Gas Leaders Choose Latttice

30% Faster Reservoir Analysis

Accelerate reservoir performance analysis and production optimization with AI-powered analytics that deliver actionable insights when they matter most.

Real-time Operations Visibility

Complete visibility across drilling, production, refining, and distribution with automated data integration from all sources.

Self-Service Analytics for Engineers

Empower petroleum engineers and operations teams with intuitive analytics - no data-ops bottleneck required.

Proven Use Cases Across Oil & Gas Operations

Well Performance & Production Optimization

Data Sources

  • SCADA/PI historian
  • LWD/MWD logs
  • ESP/VSD telemetry

Latttice Flow

Connect → well-performance data product → Production Optimization Agent → operations dashboard

Outcome

15% uplift in average daily production rates²
Drilling Efficiency & Cost Control

Data Sources

  • Rig sensor streams
  • Drilling reports
  • Mud-logging data

Latttice Flow

Data Product → Drilling Optimization Agent → NL UI for parameter tuning

Outcome

20% reduction in non-productive drilling time³
Refinery Asset Health & Predictive Maintenance

Data Sources

  • Vibration/temperature sensors
  • Control-system logs
  • CMMS records

Latttice Flow

Connect → asset-health data product → Predictive Maintenance Agent → maintenance alerts

Outcome

25% fewer unplanned shutdowns⁴
Supply-Chain & Distribution Logistics

Data Sources

  • Pipeline SCADA
  • Tanker GPS feeds
  • Inventory systems

Latttice Flow

Federated mesh → Logistics Optimization Agent → real-time dispatch portal

Outcome

10% reduction in haulage costs⁵

Architecture & Technical Specifications

System Architecture
Latttice Architecture - Data mesh platform connecting various data sources to AI agents and applications for oil & gas operations
Technical Highlights

Connectors

OPC-UA/MQTT for SCADA & sensor streams
MQTT/REST for drilling & ESP telemetry
JDBC/ODBC for CMMS
REST/API for logistics feeds

AI Agents

Production Optimization Agent
Drilling Optimization Agent
Predictive Maintenance Agent
Logistics Optimization Agent

Security & Compliance

ISO 27001/SOC 2 Compliant
AES-256 encryption
OAuth 2.0/SAML SSO
NIST Compliance

Consumption Layer

LattticeGPT
Natural Language Analytics UI
REST & GraphQL endpoints
Webhooks

Governance

Asset-level Lineage Tracking
RBAC & ABAC policies
Compliance Monitoring
Well-to-Refinery Lineage
Production Data Chain

Customer Success Story

Latttice
Global Oil & Gas Operator
Upstream & Midstream Operations

Challenge

  • Fragmented drilling, production, and logistics data
  • high NPT and unplanned shutdowns

Solution

  • Latttice mesh + Production, Drilling, Maintenance & Logistics Agents

Results

18% higher production rates
22% reduction in NPT
30% fewer unplanned shutdowns
ROI in 6 months

Ready to Transform Your Oil & Gas Operations?

Join leading oil & gas operators who have already cut non-productive time by 25% and improved their operational efficiency with Latttice.