KHOJANT LLC · AI IN ACTION

Case Studies:
Real Results.

Six projects. Six proof points. See how domain expertise combined with precise AI direction delivers enterprise-grade outcomes at a fraction of traditional cost and time.

Multi-Project · Engineering + Brand + Documentation

The Winter Transformation

Over one winter, Jeff and Tracy Hojka shipped three major initiatives: a new AI-assisted insurance reconciliation engine, a full corporate digital overhaul across two websites and LinkedIn, and an automated in-application help system for The Marathon System.

90% Day-One Match Rate
3 Major Projects Shipped
Hours → Min Reconciliation Time
3 Live Customer Environments
90% Day-One Exact-Match Rate
3 Projects One Winter · Two Authors
Reconciliation Engine AI-Augmented Marathon System Brand Modernization
🏆 Banner Project · Enterprise Documentation

Marathon System Help Portal

Jeff Hojka used Claude to build a complete, searchable enterprise documentation portal for the Marathon insurance management system in just 10 days — a project that would have taken a professional team 3–6 months and over $100,000.

10 Days to Deliver
43 HTML Pages Built
1,250+ Items Documented
$160K+ Estimated Savings
$160K+ Value Delivered
10 Days vs. 3–6 Months
Claude AI Documentation HTML · CSS · JS Marathon System
🎞 Automation · Knowledge Base Conversion

Video to HTML — Marathon Help System

97 screen-recorded tutorial videos sat in a folder — technically a knowledge base, practically a black box. Jeff built a Python + Batch automation pipeline that converted the entire library into a fully responsive, searchable HTML help system in a fraction of the time it would take manually.

95% Faster Retrieval
90% Lighter Footprint
97 Tutorials Converted
100% Keyword Searchable
95% Faster Retrieval
900MB → HTML 90% Lighter Footprint
Python Automation Batch Scripting Marathon System HTML Conversion
🌐 Website Build · AI-Assisted Development

Khojant.com Website Redesign

How Jeff Hojka used ChatGPT, Gemini, and Claude to design and build a fully custom, production-ready business website in 3 days — saving $9,000–$25,000+ compared to hiring a web agency. Light/dark mode, responsive design, clean architecture.

3 Days to Build
3 AI Tools Used
$25K+ Agency Cost Saved
$25K+ Agency Cost Saved
3 Days Start to Production
Claude ChatGPT Gemini Responsive Design
🔧 Website Rebuild · AI-Assisted Development

MSC FlexOne Website Rebuild

Jeff used Claude, Gemini, and ChatGPT to rebuild the MSC FlexOne website from the ground up — modern responsive layout, clean CSS/JS architecture, polished copy — for approximately $150 in AI subscriptions. A traditional agency would have charged $5,000–$15,000.

~$150 Total AI Cost
3 AI Tools Used
97% Cost Savings
97% Cost Reduction
~$150 vs. $5K–$15K Agency
Claude Gemini ChatGPT MSC FlexOne
🐧 Infrastructure Case Study · Cloud Migration

Ubuntu + Wine: Windows Web Server on Linux

Jeff Hojka eliminated a $270/month business internet bill by running a Windows-native Clarion/NetTalk web server on Ubuntu Linux using Wine — no application rewrite, no Windows license, and a move to 100% cloud office for $5/month.

$265 Monthly Savings
$5 New Monthly Cost
98% Cost Reduction
$3,180 Saved Per Year
$5/mo vs. $270/mo Office Internet
Ubuntu Linux Wine nginx OVH VPS