Use cases

Lower opex. Smarter capex.
Efficiency you can prove.

For plants, utilities, and buildings that run on equipment. TwinEdge finds wasted energy, chemical, and emergency work, turns that into a reviewed job, and puts live condition behind repair-or-replace. A person still approves the work and the spend.

One record for the machine01 / SYSTEM VIEW
  1. 01TwinEdge OSEdge signals
  2. 02TwinEdge HistorianOperating history
  3. 03TwinEdge AIEvidence + decision
  4. 04TwinEdge AssetOpsPlan + dispatch
  5. 05TwinEdge FieldWork + verification
  6. 06TwinEdge Capital PlanningRenew + reinvest
TwinEdge OSEdge signalsTwinEdge HistorianOperating historyTwinEdge AIEvidence + decisionTwinEdge AssetOpsPlan + dispatchTwinEdge FieldWork + verificationTwinEdge Capital PlanningRenew + reinvestOne asset identity · shared TwinEdge DataOps contextEvery result informs the next decision.
01Read02Explain03Repair04Plan
The same pump record stays with every handoff.
Problems TwinEdge solves

The same gaps, in every industry.

TwinEdge does not replace SCADA, BMS, GIS, billing, or the CMMS you already trust. It connects the finding to the repair and the budget.

Alarms without a next job

Operators see a wet well, a compressor, or a hot room. History, parts, and the last repair live in other systems, so the finding dies in a dashboard.

Extra energy and chemical with no owner

kWh and dose rise while the machine still makes the same output. Nobody can prove why, or turn the waste into a reviewed repair.

Calendar work and 2am failures

PMs run on a date. The asset fails on a night shift. The crew chases healthy equipment and still misses the one that was wearing.

Evidence assembled the week of the audit

Samples, drills, generator tests, and closeout photos are rebuilt for a regulator or a surveyor instead of captured as the work happens.

Capital without the operating record

Replace-or-repair is decided on age and a spreadsheet, not on condition, energy, and service cost from the same asset.

Generic AI the floor will not trust

A chatbot cannot cite the historian, draft a work order, or wait for a person. Plants need replay, approval, and a name on the decision.

What you get

Cut waste. Fund the right assets. Prove the result.

Lower operating cost, fewer surprise failures, and capital spent on equipment that actually needs it. A person still approves.

See extra cost, with a reason

TwinEdge keeps the reading next to the machine and shows why energy, wear, or chemical use went up.

Turn the finding into a reviewed job

TwinEdge drafts the work order. The CMMS plans it. Field closes it on a phone, even offline, and the evidence writes back.

Spend and report on the same evidence

Repair-or-replace, water quality, and carbon use the same equipment record. A person still funds the plan and still signs.

Keep the systems you already run

Keep SCADA, BMS, GIS, billing, and the CMMS you trust. TwinEdge sits on top. Migration is optional, and free if you choose it.

01 / Use cases

Water & wastewater.

Cut energy and chemical waste. Send a reviewed crew. Keep the proof for the regulator.

02 / Use cases

Manufacturing & industrial plants.

From extra energy on a compressor to a finished repair.

03 / Use cases

Buildings & campuses.

Chillers, comfort, and Facility OS work on the same building record.

04 / Use cases

Outcomes.

What the work is for: uptime, energy, capital, and crew time. A person still approves.

TALK TO TWINEDGE

Bring the problem. Keep the proof.

TwinEdge explains extra cost, drafts the job, and waits for a person.

Talk to TwinEdge