One-stop shop for custom AI, Gen AI, agentic, and data solutions

We think intelligence

What clients say about us

Jeff Block

VP of Process and Technology

PotentiaMetrics, Inc.

ITRex’s team are experts in their trade. The software development they provided was critical to advancing the project to the next level.

Daniel Schuler

CTO

Hyginex

When you hire them, you're actually going to get something valuable.

Deb Hope

EVP at Data Analytics Platform

Numa Biosciences

Your meticulous attention to detail and unwavering commitment has set a benchmark for excellence. Your technical prowess and innovative problem-solving skills have been nothing short of extraordinary.

David Berger

CTO

Live Aware Labs

The team at ITRex is a solution oriented and efficient partner delivering robust technical solutions without needing a lot of support. Their work gave us the ability to scale our development capacity to greatly improve Live Aware’s customer value.

Ashley Lewis

Director of Product Management

Dollar Shave Club

ITRex is an outstanding partner. They don't even feel like a contractor, but more like a fully integrated team.

How we can help you

We offer strategic AI and generative AI guidance for measurable outcomes. Our process includes an AI/Gen AI readiness assessment, high-value use case identification, proof of concept (PoC) validation, and a phased, low-risk implementation roadmap, all focused on maximizing your AI investment's strategic value and profitability. This way, ITRex makes innovation safe, goal-driven, and cost-effective.

We deliver end-to-end Gen AI solutions, from strategy to deployment. ITRex’s expertise spans custom AI copilots, autonomous agents, and production-grade RAG systems with models like GPT, Gemini, Claude, LLaMa, and Mistral. We ensure peak performance through advanced model fine-tuning and prompt engineering and deploy lightweight SLMs for edge applications. This work builds on our deep capabilities in AI consulting, machine learning, deep learning, and intelligent process automation.

We engineer the robust data infrastructure essential for a successful, company-wide AI strategy. Our services transform your disparate, complex data sources into a clean, queryable, and reliable asset. ITRex offers expertise in data platform consulting, data architecture design, data integration, vector database implementation (Pinecone, Weaviate, FAISS) to power advanced RAG systems, and AI-specific data governance and security.

We engineer high-performance software tailored to your enterprise requirements, applying AI throughout the development lifecycle—from discovery to deployment—to accelerate delivery and enhance product value. ITRex offers full project support or specific AI-enhanced skillsets, covering business analysis, UX/UI, development, quality assurance, and post-launch support across web, mobile, cloud, and embedded platforms.

We operationalize your AI investments for secure, enterprise-scale deployment. ITRex will help you build the essential frameworks for efficiency and compliance, including automated LLMOps/MLOps pipelines, continuous performance monitoring, and robust governance controls. Our team ensures your AI systems are secure and compliant with major regulations like the EU AI Act, HIPAA, and SOC 2.

We help clients expand their capabilities and drive innovation with connected devices. Our expertise covers complete IoT solution development, including firmware engineering, HMI design, and edge AI deployment. ITRex seamlessly integrates intelligent hardware into your business model, utilizing efficient small language models for real-time, on-device data processing and improved user interaction.

Latest projects

intelligent automation AI agent implementation

WorkFusion: building AI agents for financial compliance →

Sophisticated AI agents that help WorkFusion’s clients automate complex financial crime compliance tasks using NLP models for unstructured data and sentiment analysis, providing explainable recommendations for adverse media monitoring and sanctions screening.

Generative AI sales training platform for onboarding newly hired sales reps →

An innovative sales representative training platform that employs generative AI to analyze student performance, personalize learning paths, and create effective educational content.

AI-powered fitness mirror with a personal coach inside →

A next-generation fitness technology solution that features a smart mirror with precise human pose tracking capabilities, an AI-powered personal coach, and connected sensors for exercise equipment.

REDI: a custom Gen AI chatbot for cancer awareness →

A custom Gen AI chatbot for the REDI (Ratner Early Detection Initiative), a nonprofit dedicated to advancing cancer research. The chatbot uses the Claude 3.5 model to answer users’ questions about cancer symptoms and screenings. Through expert prompt engineering, ITRex defined the AI’s tone, behavior, and safety.

data platform assessment for mobile gaming

Lucky Day: architecting a data foundation for AI & analytics →

A comprehensive data assessment and strategic roadmap for mobile gaming leader Lucky Day, designed to set the stage for their AI and analytics ambitions. ITRex diagnosed critical bottlenecks in the company's data infrastructure and delivered a detailed, tech-agnostic implementation plan.

Eye-tracking technology solution for neurological research →

A custom head-mounted device that analyzes eye movements using computer vision and motion tracking, thereby facilitating neurological research. The solution is designed to collect and store data efficiently while also maximizing battery life.

OCR application development for a multinational courier company →

A multi-platform mobile solution for an international shipping company that uses optical character recognition (OCR) algorithms to streamline document management. The app provides real-time guidance for filling out forms, reducing errors.

Modern data warehouse for global creative marketplace →

A modern, Snowflake-based data warehouse solution for a global creative marketplace that collects data from multiple sources through effective extract, transformation, and load (ETL) methods. ITRex went on to clean and improve the data, create specialized data marts for different departments, and implement advanced data visualization tools, creating a single source of truth ready for enterprise-wide AI initiatives.

IoT platform development for all-in-one business management in the laundry industry →

An IoT platform that includes connected controllers for legacy landromats, a technician app, a customized point-of-sale (POS) system, a pickup and delivery application, an automated commission payment mechanism, and an AWS-based scalable microservices infrastructure.

AI-based IoT logistics platform for order and shipment management →

An IoT supply chain management platform that tracks shipments from dispatch to delivery, uses artificial intelligence to predict shipment costs, automates document management, and streamlines payments.

AI-infused data platform for a global retail company →

A comprehensive AI-powered data ecosystem with self-service BI and predictive analytics capabilities that helps a global retail company make informed decisions by aggregating data from multiple sources and handling 13 million requests per day.

A data management and analytics solution for a global hair care brand →

A comprehensive Snowflake-based data management and analytics solution that uses efficient ETL mechanisms and sleek APIs to optimize data transfers and ensure data integrity across a wide range of sources, including Shopify and the NetSuite ERP system. The resulting data platform is a robust foundation for advanced analytics and future generative AI applications.

Crafting the new gold standard in RPA solutions for enterprises →

An intelligent process automation platform for a leading SaaS company. The ITRex team helped the client collect and optimize data for AI models, improve model capabilities, implement MLOps best practices, and build platform components for end users.

Cloud infrastructure for social media giant →

An AWS-based hybrid infrastructure that seamlessly integrates cloud and on-premises data sources while also incorporating advanced network health and security monitoring tools to simplify the customer's IT team's operations and support compute-intensive AI workloads.

View all cases

Our framework for applied AI

Strategic foundation

Successful AI initiatives begin with a pragmatic, value-driven strategy aimed at maximizing your ROI. Our team combines machine learning theory, optimization expertise, and advanced modeling—going far beyond basic prompt engineering. This AI foundation allows us to select optimal models for each task and architect AI solutions for token and cloud cost-efficiency.

Value-driven prototyping

We validate high-impact use cases and deliver immediate value through our production-focused PoCs. Our team actively mitigates risk through hallucination controls (RAG, retrieval fallbacks) and rigorous prompt audits. This process allows us to create tangible, reliable prototypes that instill stakeholder confidence.

Company-wide deployment

ITRex transforms your vetted AI prototype into a production-ready solution, built to scale across use cases and workflows and perform reliably at enterprise scale. We then design a compliance-ready architecture, ensuring that AI systems integrate seamlessly with your existing IT infrastructure.

AI operations & governance

To safeguard your investment and guarantee enduring value, live AI systems demand a new operational discipline. We employ LLMOps best practices for continuous monitoring and integrate governance and trust layers, ensuring your AI solution’s security, reliability, and cost efficiency while mitigating operational risks.