---
title: "Case Studies | Applied AI & Regulated Platforms | Bogantes"
description: "Six case studies with before-and-after results: production AI in logistics and legal work, a 15-site migration and a regulated medical-device SaaS."
canonical: https://ejbogantes.me/projects
language: en
updated: 2026-11-05
---

# What changed, and how.

Six engagements from applied AI, enterprise execution and regulated platforms. Some clients stay anonymous under NDA. Where a figure is approximate, it says so.

## [Applied AI for construction materials and logistics](https://ejbogantes.me/projects/ai-construction-logistics)

An AI operation that captured after-hours demand, extended customer-service capacity, and optimized delivery routing.

- Avoided hiring approximately three to four additional people
- Sales increased by approximately 20%
- Route costs decreased by approximately 30%

## [AI-enabled logistics operations](https://ejbogantes.me/projects/ai-logistics-operations)

An AI layer over logistics operations that recovered missed leads and increased qualified opportunities.

- Sales increased by approximately 15%

## [Internal AI operations at Pangea Holdings](https://ejbogantes.me/projects/pangea-internal-ai-operations)

Internal AI operations that reduced manual workload, with sales up approximately 10%.

- Sales increased by approximately 10%

## [AI-assisted legal research](https://ejbogantes.me/projects/ai-assisted-legal-research)

A forensic research tool that interprets and searches a large body of legal protocols.

- Complex forensic reporting reduced from about two weeks to minutes, with human verification
- Minimum viable product in two weeks, production in six
- Supported legal work connected to a claim exceeding USD 1 million

## [AI-assisted enterprise content migration](https://ejbogantes.me/projects/ai-content-migration)

AI-assisted migration of enterprise content from WordPress to Contentful across 15 websites.

- Migrated 15 sites in approximately three to four days, including scripting and AI plus human validation

## [Regulated SaaS modernization](https://ejbogantes.me/projects/regulated-saas-transformation)

Modernization of a regulated SaaS product already in operation for medical-device manufacturers: separate per-customer infrastructure consolidated into one shared platform.

- Approximately 80% lower cloud infrastructure costs
- Customer onboarding cut from 4 to 6 weeks to 1 to 3 days
- Approximately 80% of manual customer-onboarding work automated
- Delivery cycle reduced from four weeks to one