Prioritisation Models Explained: Risk Matrices, NPV, MCDA and When to Use Them
Compare risk matrices, NPV and MCDA for infrastructure prioritization — when to use each, required data, uncertainty handling, and combining methods.
Energy Savings and Emissions Reduction: The Hidden ROI of Predictive Maintenance
How predictive maintenance cuts energy use, lowers CO₂, and boosts ROI by targeting inefficient HVAC, compressed air, and steam systems with sensors and AI.
Extending Asset Lifespan Without Blowing the Budget: Lifecycle Investment Strategies
Practical lifecycle investment strategies to extend asset life, cut maintenance costs, prioritize risk, and meet sustainability goals.
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 55001.
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 financial return.
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 planning.
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 to prioritize upgrades.
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 progress.