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Section 14 · Shadow Pipeline — Find Revenue Sales Hasn't Logged

14.2Estimated latent pipeline value

Built in the POC
No.
14.2
DMA's reference
Decision Book p.28
Phase
Phase 2
Autonomy
L1 · Recommend
DMA's decision
Yes

◆ Amended in v3 of the book.

What DMA asked for · Decision Book p.28

Give management a rough view of the revenue sitting outside the official pipeline.

Why it matters to DMA: A useful signal for leadership; DMA's book asks for it as a view inside the single pipeline, not a separate forecast.

In our words, from DMA's Product Decision Book v3, page 28.

How we do it

  • DMA's book schedules it for Phase 2; the POC already shows it on the first screen, as an attribute of each account inside the single pipeline.
  • The audit estimates each account's annual value from its own history (past deals, proposals and services) and marks whether it is dormant.
  • Today adds up the dormant accounts' value: "dormant revenue found", with the split by tier. Every figure links back to the accounts and the reasons behind it.
  • It is an estimate with its evidence, not a forecast: the book's amendment asks exactly for that.

The flow

It plays on its own while it's on screen; hover or use the controls to pause or step through.

Account historydeals, proposalsAuditestimates valueScoresvalue + dormant flagTodaydormant revenue found
Step 1 of 4

History

Each account's deals and proposals, mirrored from Nutshell.

  • Nutshell
  • AI
  • Stored data
  • Screen

Where the data goes

The same six stages on every page. Nothing reaches Nutshell except through the write gate.

  1. 1Nutshell

    Source

    Deals, proposals and their values.

  2. 2Sync

    Copies Nutshell changes into the bridge database

    Mirrors them.

  3. 3Bridge database

    A copy of the CRM data, plus what the AI works out

    Each account's estimated annual value and dormant flag.

  4. 4AI

    Claude models, only through DMA's own gateway

    The audit estimates from the account's own history.

  5. 5Write gate

    The only way back into Nutshell: checked, approved when needed, sent once

    Not needed for the total: it is a view.

  6. 6Nutshell

    The system of record

    Unchanged; the value can go to a field if DMA wants it.

The tables behind it

Drawn from the POC's database catalogue: structure only, no data.

ai.scoresPKiduuidscoresmallinttiertextfeaturesjsonbIDprompt_iduuidis_currentboolean+ 14 more columnscrm.leadsPKiduuidnametextstatustextvalue_amountnumericclosed_attimestamp+ 21 more columns

PK primary keyFK reference the database enforces (solid line)ID reference kept by id (dashed line)

TableWhat it holdsColumns
ai.scoresThe current score per account; its features carry the estimated annual value and whether it is dormant.20
crm.leadsDeals mirrored from Nutshell, with value and outcome.26
How the tables connect (1)
ColumnPoints toKept by
ai.scores.prompt_idagent.promptsThe application (by id)

Worked example

Synthetic demo data: every name, business and number is made up.

The number on Today, and where it comes from

1 / 3

What you see

1.The headline

Today opens with the dormant revenue found.

localhost:13301/
Today: the dormant revenue found, the accounts behind it and the next step.
Callout 1

What happens in the system

  • Bridge databaseai.scores

    Sums the estimated annual value of every account marked dormant, from the current scores.

How the headline number is made up in the POC today (synthetic demo data, the same query as Today).

Dormant revenue by tier

TierAccountsEst. annual value
A27$3,318,000
B91$7,257,040
C142$1,657,850
All dormant260$12,232,890

In the running POC

localhost:13301/
Today: the dormant revenue found, the accounts behind it and the next step.

Today: the dormant revenue found, the accounts behind it and the next step.

  1. 1The headline: the dormant revenue found across the CRM.
  2. 2The figure, split by tier.
  3. 3One click drafts the outreach for the top accounts (approval first).

Dashboard · Today. Captured from the running POC on September 25, 2026; synthetic data.

See it live

Opens the exact screen in the running POC, in a new tab.

OpenWhereWhat to try
TodayDMA AI dashboardThe dormant revenue found, by tier.

Status

Built in the POC

Built in the POC. This capability runs in the POC today, on synthetic data, end to end.

14.2 Estimated latent pipeline value · DMA AI proof