Dhrumil Shah

Tcules · pilot

The Growth Operator

Research, qualify, draft, stage.
A person decides.

Pilot
shadow mode, not yet proven end to end
0
messages it sends on its own, by design

One account through the line

Signal010203040506Sent

Six workers prepare the account. Nothing passes the gate until a person approves the exact message.

  1. 01Account researcherVerifies the signal and finds the buyer. A source for every fact.
  2. 02QualifierScores 0–100, applies the gates, decides.
  3. 03Person researcherReads what the buyer posts and writes.
  4. 04Message writerDrafts three touches from verified fields only.
  5. 05QA evaluatorChecks facts, shape, voice and repetition across the batch.
  6. 06Reply managerReads the whole thread and drafts one answer.

The line

Designed to do

Research · scoring · drafting · checking · staging

Waits for a person

Sending · inviting · enrolling · publishing · changing a live campaign

Go on, try.

The record what it is, the problem, what changed
What it is
An AI agent I designed for Tcules' account-based outbound. The demand system's working half.
The problem
Good account-based outbound is research-heavy and easy to let rot: lists go stale, evidence gets lost, a message goes out on a guess.
What I designed
One pipeline and one record per account, six worker roles, a check by a separate reviewer, and an approval rule tied to the exact message.
The rule
Research, scoring, drafting and internal files can run. Sending, inviting, publishing or changing a live campaign waits for a person, right before the exact action.
Status
A shadow-mode pilot. It drafts; it does not send.
What is not here
Tcules' accounts, targets, senders and message copy. This page describes the design, not the data.