Actionable insights — Brookfield Deep Dive, Part 1

1. Before measuring anything, ask whether the standard metric even applies

1. For each metric you habitually use (revenue, gross margin, ROIC), ask what it assumes about the business — a product sold at a markup, an identifiable pool of invested capital.
2. Where consolidation rules force a company to report 100% of a partly-owned asset's revenue, or where the profitable segment barely produces revenue at all, discard the metric rather than adjusting it.
3. Replace it with the measure management itself steers by — then verify that measure is honest by checking how it behaves across a full cycle.

• Non-GAAP metrics used as a substitute rather than a supplement — check the reconciliation and whether the definition has changed between years.

2. Read a capital-recycling business through the cycle, not the year

1. Identify whether the company's model is invest → improve → sell → reinvest. If so, expect revenue and cash flow to move in opposite directions at different points of the loop.
2. When revenue rises and cash earnings fall, check whether it is buying and building; when revenue falls and cash earnings jump, check whether it is harvesting mature assets.
3. Judge progress on the through-cycle trend of the cash metric and on value per share, not on annual revenue growth.

• A recycling model where the "sell" leg stalls — if mature assets can't be sold at good prices, the whole loop slows and growth is funded with debt or equity instead.

3. Separate the recurring core from the lumpy gains

1. Split the headline cash metric into the part that recurs (fees, contracted cash flows, spread income) and the part that depends on transactions (realized gains, carried interest).
2. Track the recurring line as the real growth rate of the business; treat the transactional line as timing.
3. Check each division contributes — a single segment carrying the growth is a concentration risk hidden inside a diversified label.

• Recurring growth decelerating while headline earnings are held up by realizations — the classic late-cycle tell for an asset manager.

4. In a family of listed entities, decide deliberately which claim you are buying

1. Map the group: list every listed entity, what it holds, and the parent's ownership percentage of each.
2. Decide whether you want the diversified claim (the parent, which owns stakes in all of them plus its own balance sheet) or a concentrated one (a single subsidiary's sector).
3. Price the trade-off explicitly: the subsidiary offers purity and sector risk; the parent offers the mix and a holding-company discount.

• Buying the well-known ticker by accident — the sibling with the near-identical name can be a completely different risk profile.

5. Map the flywheel — ask what each division does for the others

1. Draw the loop rather than listing segments: what does owning the assets buy you in the fundraising business, and what does the fundraising business fund?
2. Test whether the connection is real by asking whether removing one division would damage the others — if not, it is a conglomerate, not an ecosystem.
3. Look for evidence of alignment that makes the loop self-reinforcing, such as co-investing the company's own capital alongside clients'.

• Whether new capital is actually being deployed into the ecosystem or simply parked — deployable capital that stays undeployed for long is a return drag.

6. Measure skin in the game against salary, not in dollars

1. Convert insider ownership into a ratio of stock value to annual cash compensation — that ratio, not the dollar amount, shows where the executive's wealth actually comes from.
2. Check the aggregate too: what percentage of the company the key leaders hold together.
3. Note the form of the holdings (options, escrowed shares, DSUs with different vesting) and avoid assigning one blended value to them.

• Rising cash compensation alongside steady share sales — the ratio moving the wrong way is more informative than any single filing.

7. Stage the work and withhold the verdict until the valuation step

1. Publish (or write) the analysis in a fixed order: business model → industry and risks → capital allocation and profitability → growth and valuation → decision.
2. Score each stage as you go, but refuse to state a buy/sell until the valuation stage is done — so an impressive business cannot pre-commit you at any price.
3. Keep the running scores visible, so the eventual decision can be traced back to which stage carried it.

• Your own tendency to decide at the story stage — the discipline only works if the ordering is enforced.