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

Briefing: Alcott family

Last conversation 120 days ago by meeting. What has changed since, what the file says, what Relay infers, and what it could not establish.

Research · ran day 0, 06:30

You last spoke 120 days ago by meeting. Since then 6 things changed. I can cite 5 facts to a field, I infer 0 with a confidence, and there are 2 things I could not establish; ask about those first.

ClientCash covers 11 of 36 months as required withdrawals start. Observed 2 days ago.
Client$200K municipal bond matures in 30 days. Observed 7 days ago.
Nothing has been heard from the client in 120 days.
5 channels the advisor uses are not captured at all: calendar, voice, sms, chat, social. Anything the client said there is not in this briefing. 2 more (meeting, crm) are captured without a retained copy.

Ask: What has changed since we last spoke?

Since you last spoke

Cash covers 11 of 36 months as required withdrawals start. Observed 2 days ago.
Flagged opportunitydata/clients/hh-alcott.json#opportunities[0]
$200K municipal bond matures in 30 days. Observed 7 days ago.
Flagged opportunitydata/clients/hh-alcott.json#opportunities[1]
Client service associate noted 2 days ago: "R. Alcott asked whether the bond maturing next month can go straight to cash."
Team note, 2 days agodata/clients/hh-alcott.json#notes[0]
Service request 52 hours ago by email: "Set up this year's required withdrawal, paid monthly." Classified distribution set-up.
Service requestdata/service-requests.json#sr-alcott-withdrawal
Requested 30 days ago and still unsigned: Beneficiary designation update.
Paperworkdata/clients/hh-alcott.json#paperwork[0]
Requested 2 days ago and still unsigned: Required withdrawal election.
Paperworkdata/clients/hh-alcott.json#paperwork[1]

What the file observes

Last contact 120 days ago, by meeting: Annual review; agreed to revisit cash once withdrawals start.
Contact, 120 days agodata/clients/hh-alcott.json#contactHistory[0]
Liquidity is 25 months short: 11 of 36 months. Assumption on file: 36 months of spending at $22K a month.
Liquidity goaldata/clients/hh-alcott.json#goals[0]
Legacy is $100K short: $900K of $1M. Assumption on file: Bequest to two children.
Legacy goaldata/clients/hh-alcott.json#goals[2]
Cash for planned spending covers 11 months; the household's rule asks for at least 24.
Holdingsdata/clients/hh-alcott.json#holdingsClient ruledata/clients/hh-alcott.json#constraints[1]
Prefers to be contacted: Afternoons; both spouses on the call.
Client preference, contact windowdata/clients/hh-alcott.json#preferences.values

What Relay infers, least certain first

Nothing here is inferred. Every claim above is read straight off a record.

What an inference is here, and what a model would do

An inference is a sentence Relay produced from a record that was written for another purpose: a colleague's note, an earmark on a holding, a flag on the firm's account record. Each carries the confidence its probe assigns (a team note 70 percent, a text classification 80 percent, file arithmetic 85 percent) and the question that would turn it into an observation. In production a model would draft these sentences and could read free text more capably; it would still not decide what is observed against inferred, what is missing, or what may be asserted without a record behind it.

What Relay could not establish

Nothing has been heard from the client in 120 days.
Goals, spending and family circumstances in this file are as old as that conversation.
Ask: What has changed since we last spoke?
Contact, 120 days agodata/clients/hh-alcott.json#contactHistory[0]
5 channels the advisor uses are not captured at all: calendar, voice, sms, chat, social. Anything the client said there is not in this briefing. 2 more (meeting, crm) are captured without a retained copy.
A briefing assembled from captured channels is only as complete as the capture.
Connected channelsdata/advisors/adv-a.json#connections

Questions worth asking

What has changed since we last spoke? from: Nothing has been heard from the client in 120 days.

Assembled from

Flagged opportunity12 claims
Service request1 claim
Connected channels1 claim

12 probes ran: last-contact, since-last-contact, goals, holdings, people, notes-intent, held-away, supervisory-inputs, client-information, preferences, coverage, evidence.

What this briefing cannot have seen

calendar, voice, sms, chat, social: in use by the advisor, captured by nothing. Connected channels.

Nothing here was drafted for the client, and nothing is sent. The advisor takes it into the conversation.

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