The Gameplan
Build a thematic engine that compounds — or buy one that doesn't.
Thematic work is how a firm develops and defends a point of view. It is the difference between reacting to deal flow and generating it — between reading the market and getting ahead of it. A strong thematic program produces conviction before the first call, so every meeting is an execution of a pre-existing thesis rather than a discovery exercise.
Thematic work is the firm's compounding asset
Most of what a firm does in a given week evaporates — calls happen, memos get written, decisions get made, and the underlying intelligence scatters back into inboxes and individual heads. Thematic work is the opposite. Done well, every market map, every saved article, every ranked sub-sector becomes a durable artifact that the next deal, the next analyst, and the next AI system can pull from. It is the part of the practice that gets sharper with age instead of decaying.
Conviction before the first call
The goal is to walk into every founder meeting already knowing the market map, the competitive dynamics, the adjacent bets, and the open questions. That changes the meeting. Instead of using the founder to learn the space, the firm uses the founder to pressure-test a thesis it already holds. Diligence time gets reserved for the genuinely special companies — not for catching up on a sector you should have understood months ago.
A shared point of view, not a personal one
Thematic conviction at most firms lives in the head of one or two partners. The point of this playbook is to externalize it — to push it into taxonomies, market maps, prioritization rituals, and a queryable knowledge base — so the whole firm can act on the same thesis at the same time. That is what alignment actually looks like: not a Monday meeting, but a shared substrate everyone is working against.
Market-level work over company-level noise
The biggest unlock from running this program well is that it lets the firm do more work at the market level and less work at the company level. Strong market views let you filter, rank, and pass on companies without ever needing a meeting — which protects the diligence process for the few opportunities that truly deserve it.
Built on the firm's own data, fed by AI
Every module here is designed to capture structured data — themes, rankings, sources, articles, meeting outputs — that can be fed back into the firm's AI tools. Off-the-shelf research platforms produce generic outputs because they run on generic inputs. A thematic program built on the firm's own call notes, memo corpus, source list, and prioritization history produces outputs nobody else can replicate. The compounding loop is the whole point.
What this playbook builds
Seven modules, each treating a different piece of the thematic lifecycle — from organizing raw content, to mapping markets, prioritizing themes quarterly, weaponizing the pipeline, building a long-term article database, and pulling down trusted sources on a recurring cadence.