All on the Line · Series
Transactions treated not as static agreements to be negotiated but as dynamic systems to be navigated as conditions change. Constraints, trade-offs, feasible ranges, systems that move: once you look at deals that way, it becomes difficult to reduce them back to simple negotiation or isolated terms.

Why an acquirer’s first years above or below its benchmark cannot tell a good deal from a bad one.

Deals don't fail on price. They fail when shifting conditions move feasibility faster than structure can adapt.

Dealmaking is more than negotiation, it’s optimization. A mathematical view of M&A, constraints, and how real deals actually get done.

Why valuation alone doesn’t close deals. M&A is a system of constraints where tradeoffs, not price, determine outcomes.

Double the losses, half the profits. A blunt rule that reframes risk without killing deals.

In M&A and private markets, comps, sentiment and catalysts drive valuations. The DCF is the ritual that makes those decisions look precise.