AI SOFTWARE, BUILT FOR REAL WORK

Small tools.
Serious leverage.

A focused family of AI-powered applications that turns documents and content into clear, useful work.

Focused by designBuilt for professionalsLive products today

THE PRODUCT SHELF

Choose the tool for the work in front of you.

Each LinLoop product solves one clear problem exceptionally well.

Live

CONTENT WORKFLOW

RepurposePilot

Transform one script into YouTube descriptions, social posts, articles, podcast content, and product copy.

  • One source, multiple formats
  • Built for repeat publishing
  • Simple creator workflow
Open RepurposePilot

THE COMPLETE ECOSYSTEM

Everything we create, all in one place.

Explore LinLoop products, business stories, premium research, articles, podcasts, and social channels.

MEDIA ECOSYSTEM

The Case Study Lab

The Case Study Lab corporate collapse media ecosystem

Business history, corporate collapses, financial scandals, and lessons from major companies.

Explore the channel

DIGITAL PRODUCTS

Gumroad

Premium business case-study PDFs, research products, and monthly content bundles.

Visit Gumroad

ARTICLES

Medium

Long-form business stories, corporate collapse analysis, and practical lessons.

Read on Medium

PODCAST

Spotify

Audio versions of The Case Study Lab stories, available as a business-history podcast.

Listen on Spotify

SOCIAL MEDIA

Instagram

Short-form business stories, corporate collapse clips, and updates from The Case Study Lab.

Follow on Instagram

SOCIAL MEDIA

Threads

Short corporate-collapse stories covering business history, fraud, risk, and lessons.

Follow on Threads

BROWSE BY PROBLEM

Start with what you need to get done.

THE FAMILY IS GROWING

One focused product at a time.

LinLoop is building a recognizable family of practical AI tools for documents, customer work, and everyday business operations.

01ContractAnalyzerIQPlanned
02CustomerSupportIQFuture
03PropertyPilotFuture

BUILT WITH INTENTION

Software should make the next step clearer.

LinLoop Software creates focused applications that remove busywork, clarify information, and help professionals move forward.

Explore the products