Energy stories are told in headline capacity, which says almost nothing about whether a project connects, when, or at whose cost. This is research for the developer, the regulatory analyst and the commodity desk that follows the constraints instead: the interconnection queue and the permit as real stages, the equipment and fuel a plant depends on, the rate case that decides who pays, and which announced dates rest on something documented.
Norway's Government Pension Fund Global holds roughly NOK 21,300 billion (about $2.0-2.2 trillion) at end-2025/mid-2026 — a fund-based model financed by petroleum revenue estimated at NOK 521 billion in 2026, transferred…
Real energy research from the public library, shown as it was published. The stamps and the sources are the product.
Each one is a question a specialist actually brings, and each is answered by a scan this domain carries — not a generic report with the name swapped in.
“Will this plant connect in the year the release says, or the year the interconnection queue says?”
“Who pays for the grid upgrade once the rate case is decided, and on what precedent?”
“What is moving the price this week — inventories, weather, an outage, or policy?”
“Is this technology at pilot, first-of-a-kind, or genuinely deployed at scale?”
Every judgment carries a grade for how it is actually known, every figure carries who reported it, and the structured record below is read on every scan before the model writes a word.
51 first-tier sources for energy, and 23 blocked outright. Search results are one input; every figure is graded on where it came from, not on being found. How the grades work →
Scale here is system weight — the capacity, the capital and the customers a connection reaches — and Complexity is how tangled the path to an answer is once permitting, financing and physics are all in play.
Small market impact, easy to understand. Standard energy dynamics explain the connection.
Meaningful supply chain weight and the implications are clear. Existing market mechanisms apply.
Meaningful stakes with real uncertainty. Supply-demand dynamics are unclear, or the situation could cascade through the energy system in multiple ways.
Very high stakes at systemic level. Grid stability, commodity disruption, or supply chain consequences make this one of the most important connections, regardless of complexity.
No precedent. A fundamental shift in the energy landscape that existing market structures may not explain.
When market impact grows to systemic scale, FLOW C reclassifies to FLOW D immediately. The priority shifts from 'analyze carefully' to 'mobilize response.'
Systemic supply chain weight means FLOW D regardless of complexity. A straightforward crude price shock requiring industry-wide response is FLOW D, not FLOW A.
FLOW S requires conditions that fall entirely outside existing market structures — max 1-2 per analysis. The test: do existing energy market mechanisms apply at all?
One vocabulary across every domain — a FLOW D here reads at the same weight as a FLOW D in any other — so the classification travels, and so does your judgment. The framework in full →
7 ways in, then the rest of the catalog organised as the Energy workbench organises it — establish the background, map the argument, work the record, analyse the connections, decide what to do. Every one comes back graded, sourced and exportable.
Don’t know which one you need? The Router reads a plain question and picks one; the Planner takes a goal and designs a linked sequence. Every completed scan opens onto its own follow-ups — ask it a question, re-check what has changed, red-team its judgments, or push a signal onto your watchboard.
And the Studio turns a set of energy scans into a planned, researched, edited report or book. Every format →
Open the energy workbench with an asset, an operator or a market. What comes back separates what is connected from what is announced.