Confidential · © 2026 Space-O Technologies Inc. · Prepared exclusively for DMA. Please do not copy, save or share.

Section 21 · Final Revenue Multipliers & Control Plane

21.6Intelligent lead recycling / watch state

Designed for Phase 2
No.
21.6
DMA's reference
Decision Book p.45
Phase
Phase 2
Autonomy
L2 · Prepare, then wait for approval
DMA's decision
Yes

◆ Amended in v3 of the book.

What DMA asked for · Decision Book p.45

Move qualified "not now" prospects into a watch state and reactivate them only when a timing, leadership, visibility, budget or contract signal changes.

Why it matters to DMA: It avoids both extremes: abandoning good prospects, and annoying them with arbitrary nurture sequences.

In our words, from DMA's Product Decision Book v3, page 45.

How we do it

  • DMA's book schedules this for Phase 2, with the "Why now?" signal feeds.
  • Part of it runs today: dated signals in the notes ("call us in Q1", "contract ends March") are resolved by code and bring a record back when the window arrives, and some records are already set to "monitor" rather than contacted.

Already in place

  • "Monitor" as a next best action, and a watch lifecycle state on the twin.
  • Dated windows resolved by code, re-checked on every run.
  • Opt-outs and the send governor's frequency limits.

What the later phase adds

  • External signals (leadership change, expansion, redesign, visibility drops).
  • Automatic moves in and out of watch on those signals.

The flow

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

Not nowQualified but not readyWatch stateNo emailsA signalWindow, leader, budgetReactivatedWith the reason
Step 1 of 4

Not now

Qualified but not ready

  • Stored data
  • AI
  • Routing
  • Screen

Where the data goes

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

  1. 1Signals

    Source

    Dated notes today; external feeds in Phase 2.

  2. 2Sync

    Copies Nutshell changes into the bridge database

    Keeps the notes current.

  3. 3Bridge database

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

    The watch state and the signal.

  4. 4AI

    Claude models, only through DMA's own gateway

    Reads signals from notes.

  5. 5Write gate

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

    The next step to Nutshell.

  6. 6Nutshell

    The system of record

    The record wakes with a reason.

The tables behind it

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

ai.account_twinPKaccount_iduuidPKtwin_versionintegerlifecycle_statetexttiertextnbatextcontactablebooleanIDprompt_iduuid+ 9 more columns

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

TableWhat it holdsColumns
ai.account_twinThe Account Digital Twin these features build on.16
How the tables connect (1)
ColumnPoints toKept by
ai.account_twin.prompt_idagent.promptsThe application (by id)

Worked example

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

Designed behaviour (synthetic).

A watched prospect

Said
"Not this year, maybe after our fiscal year ends in June"
State
Watch until June 2027
Wakes
In June, with the quote as the reason

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.

21.6 Intelligent lead recycling / watch state · DMA AI proof