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

14.1AI-only hidden opportunity pipeline

Not built — DMA decided no
No.
14.1
DMA's reference
Decision Book p.28
Phase
Phase 2
Autonomy
L1 · Recommend
DMA's decision
No

◆ Amended in v3 of the book.

What DMA asked for · Decision Book p.28

Keep a second pipeline of promising accounts that reps haven't opened as deals.

Why it matters to DMA: It needed a decision on who sees it and whether it competes with the reps' own pipeline; DMA's book then decided not to build it.

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

How we do it

  • DMA's book decided NO: there is no separate shadow pipeline. Emerging opportunities are folded into the single, AI-assisted Nutshell pipeline instead.
  • The POC follows that: every account keeps one score, one tier and one next best action in the same place, and the only path into Nutshell is the write gate.
  • What the shadow pipeline was meant to show is covered by 14.2 (the value sitting outside the open pipeline) and 14.3 (promoting an account when the evidence is strong).

Already in place

  • DMA's book reversed the separate shadow pipeline: emerging opportunities live inside the one Nutshell pipeline, and the POC follows that.
  • One score, tier and next best action per account, shown on Today and Accounts.

What the later phase adds

  • Nothing: DMA decided not to build a second pipeline.

The flow

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

Every accountscored in one placeLatent value14.2, an attributePromote14.3, on evidenceThe one pipelinein Nutshell
Step 1 of 4

No second list

Accounts are scored where they are, not copied into a hidden pipeline.

  • Stored data
  • Rule in code
  • Routing
  • Nutshell

Where the data goes

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

  1. 1Nutshell

    Source

    The one pipeline.

  2. 2Sync

    Copies Nutshell changes into the bridge database

    Mirrors it.

  3. 3Bridge database

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

    Scores and values as attributes, not a second pipeline.

  4. 4AI

    Claude models, only through DMA's own gateway

    Scores every account.

  5. 5Write gate

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

    The only path into Nutshell.

  6. 6Nutshell

    The system of record

    Stays the single system of record.

The tables behind it

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

ai.scoresPKiduuidsubject_typetextscoresmallinttiertextnbatextIDprompt_iduuidis_currentboolean+ 13 more columns

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

TableWhat it holdsColumns
ai.scoresOne current score per account, not a second pipeline.20
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.

Where each idea from the original request lives now.

Shadow pipeline, folded in

Original ideaWhere it lives
A hidden list of promising accountsTiers and next best actions on every account, in the one pipeline
Its total value14.2: dormant revenue found, on Today
Moving accounts into the real pipeline14.3: promotion on strong evidence

In the running POC

There is no screen for this one: DMA's book decided not to build it. The parts listed under “Already in place” run in the POC today.

Status

Not built — DMA decided no

Not built — DMA decided no. DMA's book decided not to build this as asked. The page shows what the book asks for instead, and where that lives.

14.1 AI-only hidden opportunity pipeline · DMA AI proof