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05 / 09B2B · Automation · AI-assistedPilot-ready

B2B prospecting without losing control of outreach

The system gathers evidence for prospect selection and prepares a personal draft. A person decides who receives what; replies and opt-outs shape the next steps.

Human in the loop
  1. 01Research
  2. 02Draft
  3. 03Approval
  4. 04Send
System workflow

Who it is for

B2B teams that need structured prospect research with human-controlled sending.

What it enables

Research, qualification and message preparation form a reviewable workflow. The owner retains control over recipients and copy, while the team can inspect evidence and history. It supports prospect work; it is neither a lead guarantee nor autonomous bulk outreach.

Speed up repetitive prospect work without turning automation into opaque bulk messaging.

  • Every company and contact needs evidence and human review.
  • Changing a recipient or message invalidates prior approval.
  • Uncertain delivery states must not be retried automatically.
  • A candidate database with evidence, status and human qualification.
  • Email and Telegram drafts protected by a hashed approval gate.
  • Dry-run, daily limits, audit history, opt-out and a unified inbox.

04 System scope

What was designed and built

01

Telegram control center

02

Prospect database

03

Email/Telegram delivery layer

05 Verified scale

Dry-run is the default mode

Approval is bound to exact message content

Opt-outs and replies alter future workflow

Studio contribution

Data model, approval workflow, Telegram control UI, safe delivery, reply handling and operational guardrails.

Next caseA shared plan instead of endless discussion

A similar challenge in your business?

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