TwinEdge / Outcome · Getting more life out of itPlatform overview
Outcome · Getting more life out of it
Replace on condition, not on a calendar.
Calendar-based replacement throws away good years of asset life — and good money. TwinEdge models remaining useful life from the physics of how each asset actually degrades, so you can safely run equipment to its real end-of-life and push capital spend out years.
- 01TwinEdge OSEdge signals
- 02TwinEdge HistorianOperating history
- 03TwinEdge AIEvidence + decision
- 04TwinEdge AssetOpsPlan + dispatch
- 05TwinEdge FieldWork + verification
- 06TwinEdge Capital PlanningRenew + reinvest
What calendar-based replacement costs you
- 01Money spent years too soon
Replacing a pump at fifteen years because fifteen is the number, when it had six good years left, is money you committed before you had to.
- 02Healthy machines scrapped
Replacing on a fixed interval sends good equipment for scrap, using budget that a genuinely worn-out machine somewhere else needed.
- 03And it still surprises you
A calendar does not know which unit was worked too hard or ran badly for a year, so replacing by age still misses the ones that fail early.
§ 01
What calendar-based replacement costs you
When you replace on age instead of condition, you spend capital early on assets that had years left — and you still get surprised by the ones that fail young.
§ 02
How TwinEdge extends asset life
- 01Score the actual condition
A live health score per machine, worked out from the readings and the equations, rather than from the date it was installed.
- 02Work out the life left
How much life each machine has left, with an honest range around the number rather than a single confident date.
- 03Rank by risk and cost
Candidates ordered by how likely they are to fail, what happens if they do, and what replacing them costs, so the budget goes where it is needed.
- 04Be able to defend it
Every deferral and every replacement carries its evidence: the condition, the trend, the risk, and what was considered. Ready for a board or a regulator.
§ 03
The capital impact, modeled
Indicative figures from physics-based lifecycle modeling. Actual deferral depends on asset class, duty, and how aggressive your current replacement intervals are — we model your portfolio during evaluation.1
Years
Typical safe deferral per asset
Modeled additional service life when replacing at true end-of-life vs. a fixed calendar interval.
Risk-ranked
Capital allocation
Budget directed to assets by modeled failure risk and consequence instead of age alone.
Audit-ready
Every decision justified
Condition, trend, and scenario evidence attached to each deferral and replacement.
§ 04
Related capabilities
- 01Capital Planning
- 02Predictive Maintenance
- 03Digital Twin Engine
See how many years your assets really have left
Bring a class of assets and their history. We will model remaining useful life and show you the capital you could safely defer — with the evidence to back it.
- 1Figures are modeled, physics-based projections for illustration — not measured customer results. Safe deferral always respects engineering and regulatory limits; TwinEdge surfaces the evidence, your engineers make the call.