Client Stories — Momentum Mapping in Practice

“The first map cut three names I was about to size up. The liquidity notes were more useful than the rankings themselves — I had been looking at average volume and missing how uneven the tape was.”
Private investor, Bangkok — Small-Cap Momentum Mapping

“We already had a consumer thesis. The sector rotation review simply showed where participation was thinning before the next reporting week. Not dramatic, but it stopped us adding at the wrong end of the group.”
Boutique fund analyst — Sector Rotation Review

“The weekly brief is short enough that I actually read it. Once or twice the exhaustion flag felt early, and we held through — that mild disagreement is fine; it still frames the conversation.”
Family-office associate — Weekly Momentum Brief

“I sent eight industrials for a liquidity check ahead of a possible add. Two came back with float constraints I had underweighted. The fee was modest relative to the size mistake it prevented.”
Independent trader — Pre-Position Liquidity Check

Extended story: narrowing a SET small-cap watchlist

A Bangkok-based private investor arrived with forty-two small-cap names and a habit of rotating toward whatever had printed the strongest four-week move. The flagship mapping engagement reduced active attention to a ranked core of eighteen, with clear exhaustion notes on five recent leaders. During the briefing we spent most of the time on two mid-ranked names where relative strength was firm but participation was narrow — a pattern the client had been reading as “quiet accumulation.” After the session, the client kept those two on a watchlist rather than initiating, and used the liquidity appendix when sizing two higher-ranked names the following month.

Extended story: sector leadership before earnings week

A boutique desk asked for a sector rotation review across small-cap consumer and logistics names two weeks before a cluster of results. The written note showed logistics still leading on participation while consumer leadership had concentrated in two names with deteriorating breadth underneath. The sixty-minute session focused on whether that concentration was acceptable for their holding period. They trimmed the weaker consumer names and left logistics untouched. No forecast was promised; the value was a clearer picture of who was actually carrying the move.