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Engineering Decision Intelligence

SDAI Insights

Long-form analysis.

Evidence-based articles on standards, policy, industrial systems, methods, and the decisions they affect. Reported facts and SDAI interpretation are kept separate.

Analysis

Latest Insights

Signals covers timely developments in brief. Insights is where we examine a question in depth, make a specific argument, and show the evidence behind it.

Policy & regulation

Carbon removals are becoming a certification system

A tonne of CO2 captured by a process model is not automatically a tonne of certified carbon removal.

Process economics

Hydrogen's bottleneck is shifting from supply ambition to bankable demand

Low hydrogen production cost is not enough to make a project bankable.

Standards & methods

Net-zero plans are moving toward verifiable engineering evidence

Once a transition plan is expected to withstand independent verification, the quality of the underlying engineering evidence matters as much as the ambition of the target.

Carbon accounting

Net-zero targets are becoming operating models

A net-zero target has limited operational value until it can be translated into specific changes to assets, processes, procurement and capital plans.

Supply-chain data

Product carbon footprints are becoming exchangeable data

The product carbon footprint is becoming more than a number in a report. It is becoming a structured data object that can move between suppliers, customers and software systems without losing the context needed to interpret it.

Process economics

Energy investment is surging. Enabling infrastructure is not keeping pace.

Large global investment totals do not automatically translate into bankable local projects.

LCA & product footprints

Product carbon footprints need versioned methods, not static formulas

A product carbon footprint is increasingly incomplete without the method version behind it.

Carbon accounting

Carbon accounting is separating inventories from intervention claims

Carbon accounting is moving toward a clearer distinction between three different questions: what emissions belong in an inventory, how two scenarios compare, and what change can credibly be attributed to an intervention.

Industrial systems

Clean-energy deployment is becoming an infrastructure problem

For many clean technologies, the limiting question is no longer simply whether the core technology works. It is whether the surrounding industrial system can support reliable, affordable deployment at scale.

Looking for current developments?

Signals is the shorter weekly briefing. Insights is reserved for deeper analysis.