What AI systems has Lucas Cort built?

Lucas Cort has built six production AI systems: Competitor Overwatch (daily competitive intelligence with auto-generated podcasts), AI Avatar Product Showcase (multi-agent live broadcast presenter), RAG Manuals Tech Support (retrieval-augmented tech support chatbot), Google Maps Lead Scraper, Instagram Hashtag Lead Scraper, and LBE Analytics Dashboard.

What technologies does Lucas Cort use for software development?

Lucas Cort builds with Python, OpenAI GPT-4, Next.js, React, TypeScript, PostgreSQL, Prisma, Tailwind CSS, Microsoft AutoGen, ChromaDB, ElevenLabs, Stripe, and Playwright. His AI systems use RAG architecture, multi-agent orchestration, and pipeline-based data processing.

Does Lucas Cort build SaaS platforms?

Yes. Through PluginWork, Lucas has shipped SaaS platforms in healthcare (AI X-ray analysis), e-commerce (PluginWork storefront), location analytics (Vista-Sign scoring engine), wedding technology (AI Weddings), and accounting (AI Accounting Assistant).

Software Projects

Lucas Cort has shipped 18 production software projects — six AI systems built solo, plus full-stack SaaS platforms and client projects through PluginWork.

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E-CommerceShipped

PluginWork

E-Commerce, Prints & Apparel + Software Development Studio

PluginWork is Lucas's software development studio and e-commerce brand — shipping prints, apparel, and custom merchandise alongside production SaaS and AI systems for clients across healthcare, e-commerce, location analytics, and wedding tech.

Next.jsReactTypeScriptStripeTailwind CSS+1

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SaaS PlatformActive development

Vista-Sign

Sign Location Scoring & Analytics SaaS

Full-stack sign location scoring and analytics platform with Canadian Census data ETL, interactive mapping via Mapbox, and a proprietary scoring engine. Most substantial current PluginWork development project.

Next.jsReactTypeScriptPrismaPostgreSQL+2

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SaaS PlatformActive development

Hypno-App

Hypnotherapy / Meditation SaaS

AI-powered hypnotherapy and meditation platform with session creation, video streaming, and integrated payments. Built for a healthcare/wellness client.

Next.jsReactAnthropic Claude APIStripeTailwind CSS+1

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E-CommerceShipped

PRINTS-DMT

E-Commerce Print Shop

E-commerce print shop with 3D product viewer, dynamic inventory management, and multi-payment support via both Stripe and PayPal.

Next.jsReactPrismaPostgreSQLStripe+3

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E-CommerceShipped

Money-Getters

E-Commerce Merchandise Site

E-commerce merchandise platform with 3D model viewer and integrated payment processing.

Next.jsReactStripeTailwind CSSshadcn/ui

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SaaS PlatformShipped

AI-Weddings

Wedding Planning SaaS

Wedding planning SaaS platform with AI-assisted features and payment processing for the wedding industry vertical.

Next.jsReactStripeTailwind CSSshadcn/ui

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Desktop AppDemo

Personal Data Organizer

Desktop Application

Desktop application for organizing personal data, built with Tauri for cross-platform native performance with a web-based UI.

TauriPythonReact

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Client DemoClient demo

Northline Staffing

Operations Discovery Demo — Canadian Temp Staffing

Client-facing discovery demo built to show Canadian temp staffing agencies what targeted bottleneck remediation could look like in software. A diagnostic intake quantifies live financial loss from unfilled shifts, then walks the prospect through the modules that would address their top three operational pain points — used as a sales and scoping tool, not a productized SaaS.

Next.jsReactTypeScriptTailwind CSS

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Client DemoClient demo

TowPilot

Operations Discovery Demo — Multi-Truck Towing Operators

Client-facing discovery demo for multi-truck towing operators. Walks prospective clients through a unified dispatch console — request to assignment to live tracking to payout on one screen — with concepts for a real-time fleet map, customer-facing ETA links, driver pool fallback, motor-club job ingestion, Stripe Connect operator payouts on completion, and an audit trail on every job. Used as a sales and scoping tool, not a productized SaaS.

Next.jsReactTypeScriptStripe ConnectGoogle Maps+1

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Client DemoClient demo

BrokerStack

Operations Discovery Demo — Commercial Real Estate Brokers

Client-facing discovery demo built around interviews with 30+ GTA commercial real estate brokers. Walks prospective brokerage clients through 10 conceptual modules — LLC ownership unmasking, OM production, comp research, BOV turnaround, tour coordination, CRM hygiene, listing syndication, tenant tracking, and outbound personalization — used as a sales and scoping tool, not a productized SaaS.

Next.jsReactTypeScriptTailwind CSS

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Client DemoClient demo

Dossier

Operations Discovery Demo — Canadian Immigration Paralegals

Client-facing discovery demo for GTA Canadian-immigration paralegal practices. Shows prospective clients what a unified case management workflow could look like — one client profile auto-filling eight IRCC forms, integrated PFL (Procedural Fairness Letter) analysis, case-clock tracking across applications, ATIO-aligned translation management, and an LSO By-Law 9 / CICC RCIC compliance overlay. Used as a sales and scoping tool, not a productized SaaS.

Next.jsReactTypeScriptTailwind CSS

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Computer VisionDemo

True Scan

Orthopedic Radiological Analysis System

AI-powered orthopedic X-ray analysis system combining custom-trained YOLOv8 object detection (fractures, angles, structural lines) with GPT-4o Vision for professional clinical report generation. Outputs structured radiological assessments with angular measurements, fracture classification, CPT billing codes, and downloadable PDF reports.

PythonYOLOv8 (Custom Trained)OpenAI GPT-4o VisionNext.jsOpenCV+1

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AI Pipeline

Competitor Overwatch

AI-Powered Competitive Intelligence Platform

A daily competitive-intelligence engine that ingests multi-source signals, deduplicates per competitor via entity resolution, and renders three coordinated outputs: an auto-generated podcast, a branded PDF report with competitor logos and curated imagery, and an email digest.

PythonOpenAI GPT-4ElevenLabsBeautifulSoupPlaywright+4

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AI Agent

AI Avatar Product Showcase

Multi-Agent Live-Broadcast AI Presenter

A live multi-agent AI presentation system: an AI avatar reads a generated script while OBS auto-switches scenes and visuals in real time, pulling related assets from a RAG-indexed library. Three cooperating agents — script-writer, asset-picker, scene-director — each tunable independently.

PythonMicrosoft AutoGenChromaDBOpenAI GPT-4HeyGen+1

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AI Agent

RAG Manuals Tech Support

Retrieval-Augmented Generation Over Equipment Documentation

A custom RAG web app over the full library of equipment manuals. User picks the specific game, asks a natural-language question, and gets three coordinated outputs: a synthesized answer, a PNG snapshot of the actual manual page, and a link to the public manufacturer manual.

PythonOpenAI GPT-4ChromaDBPDF layout extractionCustom web chat frontend

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AI Pipeline

Google Maps Lead Scraper

End-to-End Lead Generation Pipeline

An end-to-end pipeline that discovers LBE venues via Google Places API, then enriches each record through multi-stage contact extraction with tiered fallback strategies — website scraping, social media lookup, MX validation — delivering a JSON-first decoupled output that feeds any downstream format.

PythonGoogle Places APIBeautifulSoupPlaywrightOpenAI GPT-4+1

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AI Pipeline

Instagram Hashtag Lead Scraper

Social-Signal Lead Discovery Pipeline

A hashtag-based Instagram discovery pipeline built on the same enrichment substrate as the Google Maps scraper — shared enrichment engine, cross-channel deduplication, same JSON-first output. Proves the 'one engine, many discovery layers' productization pattern.

PythonApifyBeautifulSoupPlaywrightOpenAI GPT-4+1

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AI Pipeline

LBE Analytics Dashboard

Internal Business Intelligence Dashboard

An internal BI dashboard providing centralized operational visibility across the business. Built as part of the embedded AI function at Unis.

PythonData visualizationInternal APIs

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