Vishal Nigam

Module 10 · Tools, Tech & AI — in practice

How I run WTF.

AI is one module of ten, and it comes last for a reason: SOPs first, then software. This is the back office that runs WTF today — agents on shift, every one inside rules I set.
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Collage illustration: gears, a laptop and a robotic arm
Collage illustration
10

WTF AI Office — Live estimate

Agent runs today

3,000

~250 / hour

Live automations

90+

Departments

8

Sessions since June

73,000+
  • SalesReplies to every lead in minutes, not hours, and books the call.
  • MarketingWrites, edits and schedules content across every platform.
  • AdsWatches spend daily, kills losers, flags winners.
  • OutreachFinds prospects and partners and starts the conversation.
  • HiringPosts roles, screens candidates, books interviews.
  • SupportAnswers routine questions instantly; escalates the rest.
  • FinanceReconciles revenue against spend every morning.
  • CEO DigestPuts yesterday's numbers on my phone every morning.

Estimated from production logs as of 6 Oct 2026. Refreshes every 5 seconds.

On shift

Eight departments. One boss agent. A human yes on anything that matters.

  • 01

    Sales

    Replies to every lead in minutes, not hours, and books the call.

  • 02

    Marketing

    Writes, edits and schedules content across every platform.

  • 03

    Ads

    Watches spend daily, kills losers, flags winners.

  • 04

    Outreach

    Finds prospects and partners and starts the conversation.

  • 05

    Hiring

    Posts roles, screens candidates, books interviews.

  • 06

    Support

    Answers routine questions instantly; escalates the rest.

  • 07

    Finance

    Reconciles revenue against spend every morning.

  • 08

    CEO Digest

    Puts yesterday's numbers on my phone every morning.

Governance

Control, not chaos

Automation is only useful if you can trust it. These are the guardrails every agent at WTF runs under.

  • Approval queues

    Anything that matters waits for a human yes before it goes out.

  • Budget caps

    Every agent has a spending ceiling. It cannot overspend, even by mistake.

  • Audit log

    Every action is recorded, so you can see what ran, when and why.

  • Campaigns created paused

    New ads are built in a paused state and go live only when approved.

  • Independent reviewer agents

    A second agent checks the first one's work before anything customer-facing ships.

Bad call

We learned these the hard way. One early automation sent the same letter to 2,257 customers twice. Now nothing customer-facing ships without a check.

Learn the whole system in 15 days.

See the programTake the Business Scorecard