Marco Tan · Relationship Manager

Hosted prototype · synthetic records

Demo date · 18 June 2026

RM approval required

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Service gap

Lim family

CRM follow-up is overdue, and the recent purchase record has not been connected back to the relationship note.

draft
Kind
Overdue CRM follow-up
Priority
Priority 1
Evidence
4 records
Sources
CRM, purchase, conversation, external report

AI transparency

Where AI is used

AI is limited to source-bounded planning, draft preparation and ask-from-sources responses. The queue, validator and approval boundary remain deterministic.

read-only
Queue surfacing
Deterministic

AI is not used for book-wide selection. Source records, due dates and status fields set the queue.

Planning
claude-opus-4-8

AI structures the review sections after the allowed evidence IDs are built.

Draft preparation
claude-sonnet-4-6

AI prepares RM-facing wording from validated evidence before the RM edits it.

Ask from sources
Source-bound AI

AI answers ad-hoc questions only from supplied records. Unsupported questions are refused.

Post-validation
Deterministic

3 evidence IDs used. Unknown facts, unsupported figures, prohibited wording and approval-boundary failures are blocked.

RM control
Human approval

AI does not approve or send. Marco remains the author of record for client-facing use.

Client prep

What changed since the last review

Business-owner family with an open liquidity-planning commitment, recent wealth-team purchase context, and a recorded succession-planning interest.

Next touchpoint
After the next family council
Blocker
Purchase context not yet connected to meeting prep

Open commitment

Marco Tan promised a liquidity-planning follow-up after the business-sale conversation.

Recent bank record

Lim family subscribed to the short-duration income product through the wealth team.

Client-stated interest

Client asked to revisit succession planning after the next family council.

Approved external source

Approved external report records family-enterprise succession planning themes for RM context.

RM blocker

The purchase record has not been acknowledged in meeting prep.

Evidence

Draft source map

Each AI-prepared paragraph is mapped to source records before RM approval.

Selected sources checked
Paragraph 1

1 source record

Claim text

Marco Tan promised a liquidity-planning follow-up after the business-sale conversation.

Accepted by evidence validator

CRM

CRM activity

open
Owner
Marco Tan
Date
12 June 2026
Paragraph 2

1 source record

Claim text

Purchase record context: Lim family subscribed to the short-duration income product through the wealth team.

Accepted by evidence validator

purchase

Bank purchase record

open
Owner
Wealth team
Date
30 May 2026
Paragraph 3

1 source record

Claim text

The same note can record the client-stated request to revisit succession planning after the next family council. The RM edits and approves before any client-facing use.

Accepted by evidence validator

conversation

Conversation note

open
Owner
Marco Tan
Date
3 June 2026
Paragraph 4

1 source record

Claim text

Approved external report context: family-enterprise succession planning themes are recorded for RM review. The RM edits and approves before any client-facing use.

Accepted by evidence validator

external report

Approved external report

approved
Owner
Approved source desk
Date
18 June 2026

Evidence

Preview only

Source validation preview

Marco can inspect which supplied records support the draft. This does not add facts, change the draft, or send content.

External boundary

seeded demo record

External news remains blocked unless approved wording is attached to this service-gap item.

Validation state

Preview not checked

Selected records
4 supplied source records in preview.
External sources
External news blocked
Accuracy guard
source label, owner, date, status, supporting wording are required.
Draft boundary
Preview checks source coverage; it does not add facts, change the draft, or send content.

Evidence drill-down

Source history for this service gap

4 records

CRM

12 June 2026

The liquidity-planning follow-up is overdue.

Marco Tan promised a liquidity-planning follow-up after the business-sale conversation.

CRM activity · owner Marco Tan

open
purchase

30 May 2026

A recent purchase record has not been acknowledged in meeting prep.

Lim family subscribed to the short-duration income product through the wealth team.

Bank purchase record · owner Wealth team

open
conversation

3 June 2026

The client asked to revisit succession planning.

Client asked to revisit succession planning after the next family council.

Conversation note · owner Marco Tan

open
external report

18 June 2026

Approved external report records family-enterprise succession planning themes for RM context.

Approved external report records family-enterprise succession planning themes for RM context.

Approved external report · owner Approved source desk

approved

Draft

RM-facing follow-up draft

AI-prepared wording from validated source records. Marco edits before approval.

1

Paragraph 1

Marco Tan promised a liquidity-planning follow-up after the business-sale conversation.

2

Paragraph 2

Purchase record context: Lim family subscribed to the short-duration income product through the wealth team.

3

Paragraph 3

The same note can record the client-stated request to revisit succession planning after the next family council. The RM edits and approves before any client-facing use.

4

Paragraph 4

Approved external report context: family-enterprise succession planning themes are recorded for RM review. The RM edits and approves before any client-facing use.

AI draft safety

Draft assembled after evidence-map validation.

Validated draft
Evidence
4 mapped source records
Unknown facts
Blocked by validator
Wording
Prohibited wording blocked
Fallback
Available if blocked

Approval

RM approval

Marco remains author of record. Nothing is sent to a client.

Draft ready for RM review.

Close the service loop

These controls record RM intent in the pilot log. No production system is updated.

Queue progress

2 open service gaps in this queue. Hartono follows Lim.

Select a pilot outcome when RM review is complete.

Open Hartono gap
RM Client-Review Agent