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Section 5 · Reactivate Old Leads Now

5.3Proposal graveyard mining

Designed for Phase 2
No.
5.3
DMA's reference
Decision Book p.16
Phase
Phase 2
Autonomy
L1 · Recommend
DMA's decision
Yes

What DMA asked for · Decision Book p.16

Search old proposals where DMA invested strategy time but never closed.

Why it matters to DMA: It recovers value from work DMA already paid for.

In our words, from DMA's Product Decision Book v3, page 16.

How we do it

  • DMA's book schedules this for Phase 2, after old proposals can be extracted (section 20).
  • The design reads DMA's old proposal documents, links each to its Nutshell deal, and surfaces the ones that were never closed, with what was proposed and the value, as a reactivation segment.

Already in place

  • "Proposal stage reached" is already a scoring reason for deals that got to that stage.
  • Contract and proposal documents can already be added to the knowledge store and searched with citations (owner and president only).
  • New proposals are stored with their lines, sections and PDF.

What the later phase adds

  • Extraction of old proposal documents and linking them to deals.
  • A "proposal graveyard" segment in the reactivation list.

The flow

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

Old proposalsLinked to dealsNever closedReactivation list
Step 1 of 3

Old proposals

Extracted from DMA's files.

  • Stored data
  • Rule in code
  • Routing
  • Screen

Where the data goes

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

  1. 1Proposal files

    Source

    Old proposals (Phase 2).

  2. 2Sync

    Copies Nutshell changes into the bridge database

    Links them to Nutshell deals.

  3. 3Bridge database

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

    What was proposed, and the value.

  4. 4AI

    Claude models, only through DMA's own gateway

    Reads the proposals.

  5. 5Write gate

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

    Not involved until outreach.

  6. 6Nutshell

    The system of record

    The deal gains the proposal's details.

The tables behind it

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

ai.proposalsPKiduuidFKsupersedes_iduuidstatustexttitletextcontract_valuenumericFKapproval_iduuidcreated_attimestamp+ 29 more columns

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

TableWhat it holdsColumns
ai.proposalsProposals made in the system today (lines, totals, PDF); old ones would be linked the same way.36
How the tables connect (2)
ColumnPoints toKept by
ai.proposals.supersedes_idai.proposalsThe database (foreign key)
ai.proposals.approval_idctrl.approvalsThe database (foreign key)

Worked example

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

Designed output (synthetic).

A proposal from the graveyard

Proposal
Local SEO for 5 clinics, March 2024, $60,000 a year
Deal
Lost: "not this year"
Why now
A new budget year has started

In the running POC

There is no screen for this one yet: it is designed for Phase 2, as DMA's book decides. The parts listed under “Already in place” run in the POC today.

Status

Designed for Phase 2

Designed for Phase 2. DMA's book schedules this for Phase 2. The design is ready and builds on parts that already run in the POC.

5.3 Proposal graveyard mining · DMA AI proof