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Resources / Services

A focused first workflow. A path to scale.

Connect your source, prepare the asset context, and put the first operating loop into use with the TwinEdge team.

Connected through the TwinEdge platform
A focused start. A repeatable rollout.01 / SYSTEM VIEW
SiteTeamOutcome
TwinEdgeOne working loop
ConfigurationFirst workflowRollout
01Scope02Connect03Validate04Expand
Leave behind usable configuration, measured results, and a rollout path.
START WITHOne site + one outcome
TWINEDGE CONNECTSA focused start. A repeatable rollout.
MOVE FORWARD WITHA working operating loop
THE WORKFLOW

Build the first workflow. Prepare the next rollout.

Define the outcome

Choose the site, asset group, source, and operating decision to improve.

Build the workflow

Connect the systems and validate the handoff between applications and people.

Prepare the next rollout

Transfer the configuration, operating guidance, and expansion plan.

BUILT FOR THE OPERATION

The context your team needs.

Implementation review

Review operating boundaries, customer-controlled access, source connection options, identity, credential handling, approval paths, and audit expectations.

DataOps readiness

Assess source quality, tag coverage, schema readiness, model mapping, graph context, and validation gaps for the first operational workflow.

TwinEdge OS deployment

Support edge, no-cloud, hybrid, local dashboards, collector, OT Bridge, and site support-bundle patterns when plant connectivity requires it.

Workflow activation

Configure a focused use case such as maintenance, water operations, manufacturing OEE, quality, energy, lab, compliance, or field execution.

API/MCP enablement

Prepare authenticated API/MCP product catalogs, governance, rate limits, audit surfaces, and external client access for approved customer teams.

Handoff and rollout

Transfer runbooks, support bundles, evidence packs, training, success measures, and expansion planning to customer teams.

GO DEEPER

Details for your operating context.

Implementation artifacts stay behind authenticated access

Services can be described publicly, but the artifacts produced by services often contain customer-specific source maps, architecture details, and evidence.

  • Public. Service stages, engagement outcomes, activation examples, review paths, and expected enterprise handoff model.
  • Customer-only. Runbooks, deployment notes, tenant catalogs, source mappings, support bundles, evidence packs, and API access details.
  • Governed handoff. Artifacts are handed off through authenticated access, authorized roles, approval records, and customer-controlled storage patterns.
CONNECTED BY DESIGN

Fits the systems around it.

Keep source context available as the workflow moves between teams and applications.

One connected record.

Resources / Services

  • Public pages explain product scope, operating options, governance concepts, resource paths, and customer value without exposing tenant implementation details.
  • Authenticated customer access is used for tenant-specific API catalogs, MCP tools, API keys, implementation runbooks, support bundles, and evidence packages.
  • DataOps source mappings, graph context, validation results, and operational evidence stay scoped to the customer tenant and authorized roles.
  • API and MCP access is not an open public console; live calls require authentication, tenant scope, permissions, rate limits, and audit trails.
  • Implementation planning and customer-specific review can be handled through controlled disclosure and commercial engagement.
  • Free developer tools can be public utilities, but production connectors, enterprise integration paths, and customer data access remain governed.
START WITH YOUR OPERATION

Put the next decision in motion.

Discuss your sources, assets, and the outcomes your team wants to improve.

Start Activation DiscussionTry TwinEdge AI for free