Build an App with AI · Real example

Software that does the repetitive IT compliance work on its own.

Turn a dull compliance job into an autonomous AI agent: $3,200 MRR

Boring, repetitive work that companies already pay for is a strong fit for AI agents, and it faces less hype-driven competition.

$3,200+MRR
$0outside funding

Figures as shared by the creator · source

From @Financial-Muffin1101 on Reddit · May 2026

The Short Version

  • What: Stuck in an IT compliance job full of spreadsheets, audits and evidence collection, the founder built a weekend tool to automate the worst parts, then quit with a shaky MVP and no customers.
  • Result: He reported over $3,200 MRR, fully bootstrapped (Reddit, r/SaaS, May 2026).

Source posted May 2026Figures as shared by the creatorHow we check sources

The workflow

GoalBuild an App with AI
$3,200+ResultMRR

Where & With What

What They Did

  1. 1The moveStuck in an IT compliance job full of spreadsheets, audits and evidence collection, the founder built a weekend tool to automate the worst parts, then quit with a shaky MVP and no customers.
  2. 2Step 2Automate your own job first
  3. 3Step 3Do the work, not a dashboard
  4. 4ResultHe reported over $3,200 MRR, fully bootstrapped (Reddit, r/SaaS, May 2026).

Quick Answers

What tools do you need?

Just the platform account.

How much does it cost?

No paid tools needed: this case uses only the platform itself, which is free to join.

Is it allowed?

Follow the platform rules and disclose ads.

Watch out: Self-reported. He notes customers still need manual review, and selling "boring but useful" takes manual outreach.

Try It Yourself

The prompt
(Our template, not the creator's prompt.) List the 10 most repetitive tasks in [my job], how many hours each takes a week, and which could be done by an AI agent with a human approval step.

Your first step

Paste the prompt into your AI assistant and swap the [brackets] for your own niche.

Full write-up & sources

More detail: The key change was turning it from a dashboard into a system that does the work itself, with planning chains for multi-step tasks, scheduling and guardrails so customers trust it.

Source: @Financial-Muffin1101 on Reddit · May 2026. Summarised in our own words; figures as shared by the creator or shown on the platform. Updated .

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