Core Products / Guide

Agentic Analytics

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

Follow the workflowExplore the product
A finding becomes a next step01 / SYSTEM VIEW
EquipmentHistoryDocuments
TwinEdgeEvidence + reasoning
DiagnosisWork planResult
01Observe02Diagnose03Plan04Follow through
Each recommendation keeps the evidence that explains it.
Before you start

Operations leaders, reliability teams, data teams, and governance owners reviewing AI-assisted recommendations.

  • Validated DataOps context or an approved data product.
  • A defined workflow such as anomaly review, planning, diagnostics, compliance, inventory, or knowledge support.
  • Clear reviewer and approver roles.
  • A baseline expectation for what should remain advisory versus executable.
THE WORKFLOW

Move through the connected record.

  1. 01

    Select the context

    Choose the asset, source, event, run, or data product that the agent should use as evidence.

  2. 02

    Run an agent or activation pack

    Start the agent workflow, review the generated plan, and confirm that inputs and assumptions are visible.

  3. 03

    Review recommendation evidence

    Inspect traces, source facts, confidence, rejected options, and operational impact before accepting a recommendation.

  4. 04

    Use approval and audit surfaces

    Keep recommendations advisory until a reviewer approves the action and the audit trail captures the decision.

  5. 05

    Measure outcomes

    Track accepted actions, feedback, run quality, and business results so the agent workflow improves over time.

CONTINUE IN TWINEDGE

Open your workspace.

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

Agents

Agent registry and overview.

Open in app

Agent Runs

Run history and status.

Open in app

Agent Audit

Review records and decision traces.

Open in app

Agent Evaluation

Evaluation sets and quality review.

Open in app

DataOps AI

AI context and DataOps assist surfaces.

Open in app

DataOps Agent Runs

Runs tied to DataOps workflows.

Open in app
EXPLORE THE NEXT CONNECTION

Continue the workflow.

DataOps

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

AssetOps EAM

Use AssetOps EAM to manage asset registry, work orders, preventive maintenance, planning, reliability, inventory, documents, approvals, and operational evidence.

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.

Discuss the TwinEdge AI package for your sources, assets, and governed agent workflows.

Talk to TwinEdge