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12 findings

Margaret Ellison, advisor (synthetic persona)Senior advisor, founder and executive practice, New YorkAbout $820M across 183 households; four relationships above $50M; 7 of those households are in this prototypeWho's who

Why this client

Ng: Two months of cash against a six-month target

Why this client

Ng is number 1 of 3 on today's list: score 55.1 = materiality 58 × over a limit weight 0.95 (firm default). Flagged on: Liquidity funded 2 of 6 target months; Household minimum 3 months. 2 passages from 1 document support it.

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Materiality comes from the agent that raised the item; the weight is yours to tune on Today's list. The ranking and the relevance scores are arithmetic, and a model never reorders either.

2

Cited passages, from 1 document

0

Related, not cited

0

Sources in conflict

0

Past review date

Why it was flagged

Over a limit

  1. LimitLiquidity funded 2 of 6 target months
  2. ClientNg household
  3. Client ruleHousehold minimum 3 months

Cited evidence, ranked

  • A Liquidity strategy is sized to cover two to five years of planned spending, held in instruments that do not require selling risk assets during a drawdown.

    Sizing a Liquidity strategy, passage p1prototype corpus, day 2

    Relevance 0.48="covers" +0.08"two" +0.10"liquidity" +0.05Cited by the opportunity record +0.25

  • Where a Liquidity strategy is unfunded, new cash inflows are the lowest-cost source of funding because no position has to be sold.

    Sizing a Liquidity strategy, passage p2prototype corpus, day 2

    Relevance 0.43="fund" +0.05"cash" +0.08"liquidity" +0.05Cited by the opportunity record +0.25
How relevance is scored, and where a model would sit
The query is the opportunity as the record states it: its title, class, strategy, action and reason path, and nothing more. Each passage's score is the share of the query's weight it covers, where a rarer term across the corpus counts for more and a term the corpus has never seen counts as its rarest, plus 0.25 when the record cites the document, halved when the document is past its review date. The floor is 0.20. In production a model rewrites the query and reranks the candidates; the floor, the citation requirement, the exclusion of superseded documents and the refusal stay in code, so a verdict never depends on a model's prose.

What the query matched

  • liquidity2 passages
  • cash1 passage
  • covers1 passage
  • fund1 passage
  • two1 passage
  • againstnone
  • emergencynone
  • householdnone

What the team already knows

  • Video, 95 days ago: Onboarding; set the 6-month cash target and the monthly contribution

Full briefing, with what could not be established

Client picture · Options · Documents