11 min read·
Myth-busting AI for scientific discovery: separating hype from reality
Myths vs. realities, backed by recent evidence and practitioner experience. Focus on KPIs that matter, benchmark ranges, and what 'good' looks like in practice.
Topic
digital twins
Discover 17 articles exploring digital twins, from foundational concepts to advanced strategies and real-world applications.
12 min read·
Trend analysis: Climate risk analytics & scenario modeling — where the value pools are (and who captures them)
Signals to watch, value pools, and how the landscape may shift over the next 12–24 months. Focus on data quality, standards alignment, and how to avoid measurement theater.
AI & Emerging TechInterview
14 min read·
Interview: The builder's playbook for AI for scientific discovery — hard-earned lessons
A practitioner conversation: what surprised them, what failed, and what they'd do differently. Focus on implementation trade-offs, stakeholder incentives, and the hidden bottlenecks.
Climate Tech & DataDeep Dive
16 min read·
Deep dive: AI for energy & emissions optimization — what's working, what's not, and what's next
What's working, what isn't, and what's next, with the trade-offs made explicit. Focus on KPIs that matter, benchmark ranges, and what 'good' looks like in practice.
Climate Tech & DataData Story
16 min read·
Data story: The metrics that actually predict success in IoT, sensors & smart infrastructure
The 5–8 KPIs that matter, benchmark ranges, and what the data suggests next. Focus on data quality, standards alignment, and how to avoid measurement theater.
AI & Emerging TechDeep Dive
18 min read·
Deep dive: AI agents & workflow automation — what's working, what's not, and what's next
What's working, what isn't, and what's next, with the trade-offs made explicit. Focus on data quality, standards alignment, and how to avoid measurement theater.
18 min read·
How-to: implement AI for energy & emissions optimization with a lean team (without regressions)
A step-by-step rollout plan with milestones, owners, and metrics. Focus on unit economics, adoption blockers, and what decision-makers should watch next.
12 min read·
How-to: implement Satellite & remote sensing for climate with a lean team (without regressions)
A step-by-step rollout plan with milestones, owners, and metrics. Focus on KPIs that matter, benchmark ranges, and what 'good' looks like in practice.
12 min read·
How-to: implement Data interoperability & climate APIs with a lean team (without regressions)
A step-by-step rollout plan with milestones, owners, and metrics. Focus on implementation trade-offs, stakeholder incentives, and the hidden bottlenecks.
13 min read·
Market map: AI for energy & emissions optimization — the categories that will matter next
Signals to watch, value pools, and how the landscape may shift over the next 12–24 months. Focus on data quality, standards alignment, and how to avoid measurement theater.
Climate Tech & DataCase Study
19 min read·
Case study: Carbon accounting & MRV — a sector comparison with benchmark KPIs
A concrete implementation with numbers, lessons learned, and what to copy/avoid. Focus on unit economics, adoption blockers, and what decision-makers should watch next.
Climate Tech & DataExplainer
15 min read·
Explainer: IoT, sensors & smart infrastructure — a practical primer for teams that need to ship
A practical primer: key concepts, the decision checklist, and the core economics. Focus on unit economics, adoption blockers, and what decision-makers should watch next.
AI & Emerging TechData Story
11 min read·
Digital Twins, Simulation & Synthetic Data KPIs by Sector
Essential KPIs for digital twin and simulation projects, with 2024-2025 benchmark ranges for implementation costs, ROI, and sustainability applications across sectors.
Climate Tech & DataDeep Dive
8 min read·
Deep Dive — AI for Energy & Emissions Optimization: From Pilots to Scale
AI-powered energy optimization is moving beyond pilots to enterprise deployment, with leading companies achieving 10-25% energy reductions, but scaling requires navigating data quality, organizational change, and integration challenges.
Climate Tech & DataData Story
7 min read·
Data Story — IoT & Smart Infrastructure: Value Pools and Sector Benchmarks (Angle 8)
Smart infrastructure investments unlock $2.5 trillion in global value by 2030, with sector-specific benchmarks revealing where IoT delivers the highest returns for sustainability and efficiency outcomes.
Climate Tech & DataData Story
7 min read·
Data Story — Key Signals in IoT, Sensors & Smart Infrastructure
Smart sensors and IoT networks are transforming climate monitoring and resource efficiency, with the market reaching $158 billion in 2025 and emerging standards reshaping procurement requirements.
Clean EnergyCase Study
15 min read·
Case study: Grid digitalization and digital twins — what's working, what isn't, and what's next
As Asia-Pacific utilities confront accelerating demand and a tidal wave of distributed energy resources, digital twins are emerging as the nervous system of tomorrow's electric grid. This case study explores how network and asset twins are reshaping grid design in Singapore, India, Australia and beyond, outlining what's working, where challenges remain and how product and design teams can plan for the next generation of grid modernization.