Establish the baseline
Record the existing downtime, energy, maintenance, or resource cost.
Resources / ROI
Connect the operating change to its business value.
Build the value case around your assets, baseline, intervention costs, and operating results.
AI-native capital planningThe next chapter of the asset01 / SYSTEM VIEW
- KeepService and monitorOngoing cost
- RepairRestore capabilityIntervention cost
- ReplaceRenew the assetCapital cost
01Assess02Compare03Fund04Renew
START WITHCondition · cost · future duty
TWINEDGE CONNECTSThe next chapter of the asset
MOVE FORWARD WITHA funded renewal program
THE WORKFLOW
Connect the asset history to its next chapter.
Define the intervention
Connect the proposed workflow with its implementation and ongoing operating costs.
Measure the difference
Compare the resulting operation with the baseline and carry the evidence into the investment review.
BUILT FOR THE OPERATION
The context your team needs.
Downtime reduction
Estimate value from earlier condition detection, better maintenance windows, fewer emergency repairs, and reduced production or service interruption.
Energy improvement
Model energy per unit, compressed air loss, pumping efficiency, cooling load, rate windows, and operating setpoint opportunities.
Quality and compliance response
Estimate value from faster exception detection, fewer manual evidence hunts, improved audit readiness, and better corrective-action traceability.
Maintenance planning
Connect asset health, PMs, RUL, parts, labor, route planning, work backlog, and field closeout quality to maintenance cost and risk.
Workflow automation
Quantify time recovered from manual reporting, spreadsheet reconciliation, status meetings, duplicate entry, and disconnected handoffs.
Enterprise rollout
Translate pilot evidence into production-site, multi-site, and platform-module expansion assumptions.
CONNECTED BY DESIGN
Fits the systems around it.
Keep source context available as the workflow moves between teams and applications.
One connected record.
Resources / ROI
- 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.
THE NEXT CONNECTION
Explore the product familyBuild the rest of your loop.
START WITH YOUR OPERATION
Put the next decision in motion.
Discuss your sources, assets, and the outcomes your team wants to improve.