Tracing less obvious asymmetries across time and select geographies
We seek primary evidence rather than consensus built from secondary information.
We build precision analytical tools in pursuit of clear thinking—for we shape our tools, and thereafter our tools shape us.
We believe true leverage lives in subtraction, not in the overcomplication of layered systems.
Berkshire Hathaway · Less Obvious Asymmetries · Fundamental Disconnects · Geographic Divergence
Navigating Local Terrain & Geographic Divergence
Unearthing global investment dislocations by contrasting crowded Hubs against quiet Satellites based on localized momentum.
* To protect proprietary intelligence, analyses utilize simulated structural vectors rather than live spatial data.
Ten years of global flows. Revealing structural truth over short-term sentiment.
* To protect proprietary intelligence, this visual utilizes simulated structural vectors rather than live data.
Only first-hand data dictates the form; transition reveals the pattern — subtle colors unfolding across time to connect seemingly unrelated fields.
Identify what the mainstream view systematically ignores.
Reduce the problem to a small number of variables worth tracking.
Keep the tool running long enough for less obvious asymmetries to become visible.
Mapping localized conviction and asset density via raw EDINET structures.
Output
A map of where conviction is accumulating before it becomes consensus.
Rank and weight of Berkshire equity holdings over time. The Japan layer surfaces when five trading houses climb into the same tide as the U.S. book—not as a footnote, but as a structural shift.
Output
A moving record of portfolio gravity: Top-20 ranks, Japan immersion, and the moments weight changes hands.
* To protect proprietary intelligence, analyses utilize simulated structural vectors rather than live spatial data.
A serene workspace that treats text like Photoshop layers. Read, highlight, and let time compile your annotations into visual color matrices.
Output
A Canvas of Time where textual layers distill into pure data, revealing continuity across seemingly unrelated fields.
Since 2020, we have built proprietary analytical engines for private capital that prefers primary evidence over consensus.
The work starts where the numbers are large enough to matter, and stays close to the original filings.
Time scales the quality of judgment. Sometimes you just need to be smart once. A reference track record:
Reference case from a deployed private client structure. Not audited performance or an offer of investment advice.
No weekly newsletters. No market commentary. We may occasionally share musings that may seem interesting and meaningful to us.
We build tools by keeping only what matters. Thinking, designing, and engineering stay one continuous flow—so iteration stays fast.
For us, coding has replaced the daily meditation session. Some tools stay analytical. One became a serene practice — Bokashi.
Our frameworks are built for those willing to look closely. If our pursuit of clarity resonates with you, or if you hold an interesting perspective to share, the door is open.