Insights & Best Practices

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Stay ahead with expert insights on asset management, energy strategy, and digital transformation. Discover success stories, product tips, and in-depth articles from the teams building tomorrow’s infrastructure intelligence.

10 Predictive Maintenance KPIs Every Asset Manager Should Track

Ten essential predictive maintenance KPIs asset managers should track to reduce downtime, lower costs, and enable data-driven, risk-based maintenance decisions.

From Maintenance Backlog to Investment Plan: Turning Fragmented Data into Clear CAPEX Decisions

Centralize asset data, apply predictive models and scenario simulations to turn maintenance backlogs into risk-based CAPEX plans aligned with ISO

Carbon-Aligned Investment Planning: How to Prioritise Projects by CO₂ Reduced per Euro

Rank projects by CO2 reduced per dollar using asset inventories, standardized costing and scenario simulations to maximize climate impact and

Balancing Risk, Budget and Carbon: A Practical Framework for Capital Planning

Five-step capital planning framework to balance asset risk, budgets and carbon goals with predictive modeling and scenario testing.

How to Calculate the Real ROI of Predictive Maintenance (and Feed It into Your Investment Plan)

Guide to quantifying predictive maintenance ROI: build baselines, calculate savings, factor CAPEX/OPEX, run payback and NPV, and embed into investment

EU Taxonomy, EPBD and Green Decrees: What They Mean for Your Asset Investment Plan

How EU Taxonomy, EPBD and national green laws reshape property investment: compliance risks, green finance access, and a 3-step plan

Achieving Net-Zero in Real Estate Portfolios: From Targets to Investment Plans

Turn net-zero goals into action across real estate portfolios: measure Scope 1–3 emissions, prioritize high‑emitters, plan multi‑year retrofits, and track

ISO 55001 and Energy Cost Optimization

Apply ISO 55001 to cut energy costs using lifecycle costing, risk-based investment, predictive maintenance and energy KPIs aligned with business

ISO 55001 and Risk Benchmarks Explained

Risk benchmarks turn ISO 55001 from compliance into strategic, data-driven asset decisions by quantifying asset risk for prioritized investment and