Core Products / Guide

DataOps Workbench

Use DataOps Workbench to turn sources, tags, files, and records into reusable asset context, canonical graph relationships, API products, and MCP-ready data.

Follow the workflowExplore the product
From source to shared context01 / SYSTEM VIEW
EquipmentHistoryDocuments
TwinEdgeShared asset context
Digital twinsAI agentsApps + APIs
01Connect02Map03Model04Publish
One asset model, reused across every consuming workflow.
Before you start

Data engineers, OT engineers, solution architects, and product owners preparing trusted operational context.

  • At least one registered source or planned source connection.
  • A target asset class, system, or operating workflow.
  • Naming standards for assets, tags, units, and sites.
  • A decision about which modules or APIs will consume the output.
THE WORKFLOW

Move through the connected record.

  1. 01

    Register sources

    Add operational sources and capture ownership, source health, connection pattern, and expected refresh behavior.

  2. 02

    Inspect tags and records

    Browse tags, topics, tables, and files to understand signal quality, units, naming, and missing context.

  3. 03

    Map models and instances

    Create asset models, bind instances, normalize fields, and connect source data to equipment, systems, and locations.

  4. 04

    Build graph and namespace context

    Use canonical graph, namespace, and standard profiles so modules and AI agents share the same operational meaning.

  5. 05

    Publish and monitor products

    Publish governed API/MCP products, run pipelines, and monitor freshness, validation, and data product health.

CONTINUE IN TWINEDGE

Open your workspace.

Sign in with your TwinEdge account to access your enabled modules.

DataOps Home

Workbench landing page.

Open in app

Sources

Source catalog and connector status.

Open in app

Tag Browser

Tag and node inspection.

Open in app

Models

Model definitions.

Open in app

Instances

Mapped asset instances.

Open in app

Canonical Graph

Relationships and graph context.

Open in app

Pipelines

Pipeline builder and runs.

Open in app

API and MCP Products

Data products for external clients and agents.

Open in app

Monitor

Freshness, validation, and run status.

Open in app
EXPLORE THE NEXT CONNECTION

Continue the workflow.

Collectors

Use collectors and OT Bridge to browse sources, validate signal quality, and move approved industrial data into DataOps context.

Agentic Analytics

Use Agentic Analytics to run governed agents on validated context, review recommendations, inspect evidence, and route approved action.

API and MCP

Use API and MCP products to expose governed operational context to approved applications, copilots, BI, and enterprise systems.

IMPLEMENTATION GUIDANCE

Build it around your operation.

Request DataOps readiness help when mapping, standards, or source quality blocks the first workflow.

Talk to TwinEdge