DevGenXai · Production Reference Architectures

25+ Production Systems Shipped.

Explore real case studies of custom enterprise SaaS platforms, GraphRAG vector engines, computer vision AI models, and autonomous workflow pipelines shipped for high-growth enterprises and startups.

Systems Shipped
28+ In Production
Delivery Model
4–8 Week Sprints
Code Ownership
100% Client IP
Engineering Squads
8+ Yrs Senior-Only
AI Automation2026

SmartSite Vision — Edge Computer Vision & Safety AI

Real-time computer vision system monitoring industrial environments 24/7. Custom YOLOv8 models on edge compute detect PPE violations, hazardous zone breaches, and proximity risks with 0.38s alert latency.

YOLOv8OpenCVDeepSORTRaspberry Pi 5+5 more
73% incident reduction
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AI Automation2026

MediFlow — Clinical Document Intelligence & FHIR Pipeline

NLP-powered automation pipeline extracting structured data from medical records. Integrates with EHR systems via HL7 FHIR R4, saving 4+ hours per physician daily with 98.2% extraction accuracy.

spaCyClaude APIFHIR R4FastAPI+5 more
4h+ saved per physician/day
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AI Automation2026

BuildBot — Autonomous Project Management Agent

Autonomous AI agent monitoring construction schedules, predicting delays using weather/supply chain data, auto-generating revised Gantt charts. Delivered 31% improvement in on-time delivery.

LangChainProphetProcore APIOpenWeatherMap+4 more
31% on-time improvement
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AI Automation2026

Guardian ML — Real-Time Fraud Detection & Graph Analysis

Sub-80ms graph-based fraud detection system processing 1.2M transactions daily. XGBoost + Neo4j network analysis achieving 96.7% precision with 0.04% false positive rate.

XGBoostNeo4jKafkaFlink+6 more
96.7% precision at 79ms p95
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AI Automation2026

Affinity Engine — Two-Tower Neural Recommender System

Two-tower neural architecture with 340M parameters trained on 840M user interaction events. 41% lift in CTR, 23% increase in AOV via personalized recommendations.

PyTorchRayFeastPinecone+6 more
41% CTR lift at 22ms p95
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AI Automation2026

RouteForge — Geospatial Logistics Optimization Engine

Constraint programming solver optimizing 12K+ daily delivery routes across 47 metro zones. Vehicle routing with time windows, capacity constraints, driver breaks, and real-time traffic. 38% cost reduction.

OR-ToolsPostGISFastAPIRedis+6 more
38% logistics cost reduction
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AI Automation2026

CareIQ — Clinical Risk Stratification & Readmission Predictor

ML platform trained on 2M+ patient records generating real-time 30-day readmission risk scores. Integrates with nursing dashboards and automated clinical follow-up workflows.

XGBoostSHAPAWS SageMakerTwilio+4 more
41% readmission reduction
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AI Automation2026

OpsGenie AI — Multi-Agent Enterprise Operations Hub

Full-stack intelligent operations platform automating administrative overhead. AI-powered meeting summarization, task delegation, HR workflows, and unified command dashboard.

Claude APIOpenAI WhisperLangChainNext.js+4 more
60% admin time saved
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Web Development2026

3Remotors

High-performance custom web application and vehicle marketplace with advanced search algorithms.

MongoDBExpress.jsReactNode.js
Full marketplace
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Web Development2025

BitWords

B2B client engagement platform built with scalable React and Node.js architecture.

MongoDBExpress.jsReactNode.js
40% performance boost
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Web Development2025

Fusion Cortex

Technology solutions platform with service listings and project showcases.

MongoDBExpress.jsReactNode.js
Consultation booking
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Web Development2025

Paradise Estimating

Construction management with project galleries and cost estimation tools.

MongoDBExpress.jsReactNode.js
Client inquiries
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Web Development2025

Estimating Hub

Centralized platform for construction estimation and project management.

MongoDBExpress.jsReactNode.js
Project management
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Web Development2025

DEC Experts

Construction professionals with expert management and consulting services.

MongoDBExpress.jsReactNode.js
Expert consulting
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SaaS Platform2025

BitSocial

Multi-tenant SaaS platform featuring real-time analytics dashboards and advanced user management.

ReactNode.jsAnalytics
Agent management
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SaaS Platform2025

Contractors List

Marketplace for construction professionals with contractor directory and bidding.

MongoDBExpress.jsReactNode.js
Project bidding
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Web Development2025

Bid Estimating

Cost estimation platform with material calculators and project management.

MongoDBExpress.jsReactNode.js
Bid accuracy
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Web Development2025

Bidding Enterprise

Commercial bidding platform connecting contractors with project owners.

MongoDBExpress.jsReactNode.js
Enterprise bidding
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Web Development2025

Construct Estimations

Full-service construction estimation with advanced reporting features.

MongoDBExpress.jsReactNode.js
Fast reporting
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Web Development2025

Construction Estimating CA

Regional construction management and estimation for California projects.

MongoDBExpress.jsReactNode.js
Regional focus
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Web Development2025

Construction Estimating Texas

Construction management with comprehensive solutions across Texas.

MongoDBExpress.jsReactNode.js
Texas coverage
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Web Development2025

Drywall Estimating

Specialized drywall estimation for construction professionals nationwide.

MongoDBExpress.jsReactNode.js
Expert estimation
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Web Development2025

Electrical Estimates

Electrical construction management for professionals across USA.

MongoDBExpress.jsReactNode.js
USA coverage
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Web Development2025

Estimating Florida

Construction management with specialized solutions for Florida market.

MongoDBExpress.jsReactNode.js
Florida market
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Web Development2025

MEP Estimate

Mechanical, Electrical, and Plumbing estimation for complex projects.

MongoDBExpress.jsReactNode.js
Complex projects
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Web Development2025

Lumber Takeoff

Lumber and material takeoff with accurate estimation for professionals.

MongoDBExpress.jsReactNode.js
Material estimation
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Web Development2025

Phoenix Estimating

Construction management for Phoenix and Arizona region market.

MongoDBExpress.jsReactNode.js
Phoenix market
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Web Development2025

Paradise Roofers

Roofing construction management with specialized estimation services.

MongoDBExpress.jsReactNode.js
Roofing services
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Production Architecture Principles

Engineered for longevity, maintainability, and zero lock-in.

We don't deliver black-box prototypes. Every engagement ships with typed schemas, complete automated CI/CD pipelines, reproducible Terraform/Docker infrastructure, and 100% client repository ownership from day one.

Direct Repository Ownership

Code is pushed directly to your organization's GitHub with complete IP rights.

Dual-Architect Reviews

Zero junior churn. Every merge request is signed off by senior system architects.

Fixed Milestone SLAs

Explicit sprint deliverables with bound scopes and zero surprise hourly creep.

BUILD YOUR CASE STUDY

Want your project featured next?

Book a 30-minute technical scoping call with a senior engineer. We'll audit your requirements, architecture, and timeline — strictly technical feedback with a fixed proposal within 48 hours.