ANONYMIZED CASE STUDY

Industrial Analytics
Platform Engineering

Product engineering, UI development, backend integration, industrial data workflows, analytics, document capabilities, permissions, performance improvements, and production support.

THE CHALLENGE

Make complex operational data usable.

Engineering and operations teams needed software capable of connecting multiple industrial sources, processing large volumes of operational data, preserving asset context, and supporting analysis and operational workflows.

OUR ROLE

Contribute across the product lifecycle.

We helped engineer and enhance the experience across frontend, backend integration, data processing, asset structures, analytics configuration, permissions, responsive behavior, performance, and ongoing platform improvement.

ENGINEERING CONTRIBUTION

From source integration to
decision-support workflows.

01

Data Engineering

ETL pipelines, validation, customized aggregation, and structured industrial data flows.

02

Asset Contextualization

Operational data organized around sites, plants, equipment, tags, parameters, and documents.

03

Analytics Experience

Dashboards, trends, filters, comparisons, analytical results, and process-performance views.

04

Monitoring & Recommendations

Deviation detection, analytical results, notifications, and reviewed operational guidance.

05

Document Workflows

EDMS hierarchy, metadata, versions, review, approval, access, and document retrieval.

06

Platform Operations

Role and asset-level permissions, responsive themes, performance improvement, and production support.

DATA-TO-WORKFLOW

A connected engineering path.

Industrial Data→Integration→Processing→Context→Analytics→Operational Workflows

HUMAN-CENTERED PRODUCT

Software shaped around the people who use it.

The experience connects operational context with the responsibilities of plant managers, process engineers, reliability teams, field operators, document controllers, and business leadership.

  • Human review for analytical recommendations
  • Role-based and asset-level access
  • Mobile and responsive working patterns
  • Traceable document and approval workflows

CONNECTED LANDSCAPE

OSI PIAspenHoneywell PHDSAPEDMSSharePointCustom collectorsMLflowAWSAzureDockerKubernetes

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