One-stop shop for applied AI, Gen AI, data & intelligent edge systems

We build intelligence

What clients say about us

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.

Sarig Reichert

Co-Fouder

Dimer Health

If you're looking for a team of skilled professionals who are not just fun to work with but truly feel like part of your company—and who genuinely care about your success—ITRex is the team for you

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.

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 across data-driven products, operational platforms, and complex healthcare, supply chain, and manufacturing workflows. To maximize your AI investment’s strategic value and profitability, ITRex will help your company evaluate AI/Gen AI readiness, streamline product discovery with intelligent tools, create a proof of concept (PoC), and devise a phased, low-risk AI implementation roadmap. This way, we make innovation safe, goal-driven, and cost-effective.

We develop custom AI and Gen AI solutions for digital health, logistics, supply chain, and Industry 5.0 environments. 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, prompt engineering, and testing and deploy lightweight AI for edge applications. This work builds on our deep capabilities in machine learning, deep learning, NLP, computer vision, and intelligent process automation.

We engineer the robust data infrastructure required for a successful enterprise-grade AI strategy. ITRex conducts data platform assessments to identify bottlenecks and designs modern data architectures—including warehouses and lakes/lakehouses—that transform disparate data into a trustworthy asset. We specialize in data integration, vector databases (Pinecone, Weaviate, FAISS, etc.) for advanced RAG systems, and AI-specific data governance, security, and quality engineering to ensure reliable insights at scale.

We engineer high-performance software tailored to your enterprise requirements, applying AI throughout the development lifecycle—from product viability analysis to deployment—to accelerate delivery and maximize value. ITRex offers both full project support and specific AI-enhanced skill sets, covering business analysis, AI-native design, development, application testing, and post-launch enhancements across platforms.

We operationalize your AI investments for secure, enterprise-scale deployment in regulated, data-sensitive, and mission-critical environments. ITRex will help you build the essential frameworks for efficiency and compliance, including automated LLMOps/MLOps/AgentOps 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 our clients from healthtech, biotechnology, life sciences, logistics, and industrial segments expand their capabilities and drive innovation with cyber-physical systems. Our know-how covers complete IoT solution and embedded system development—from electronics prototyping to sensor integration, firmware engineering, HMI design, and edge AI deployment. ITRex seamlessly integrates intelligent hardware into your operations, leveraging efficient AI models, such as SLMs, for real-time, on-device data processing and enhanced user interaction.

Latest projects

Gen AI chatbot for REDI: simplified access to cancer information →

A custom Gen AI chatbot for the REDI (Ratner Early Detection Initiative), a nonprofit dedicated to advancing cancer research. The assistant uses the Claude 3.5 model to answer user questions about cancer symptoms and screenings, following REDI-approved content and safety guardrails. ITRex defined the bot’s tone, behavior, and escalation rules to ensure responsible, consistent responses.

WorkFusion: intelligent automation & AI agent implementation for financial crime compliance (FCC) →

Advanced 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.

UX/UI design & front-end build for a Gen AI assistant embedded into MES →

An effective interface for a Gen AI assistant integrated into an MES solution. The AI-native design prioritizes hands-free voice interactions and RAG-driven knowledge access, converting complex equipment data into conversational insights and cutting factory onboarding time by half.

AI-powered corporate contact extraction system for Dun & Bradstreet →

An AI-driven contact extraction system for Dun & Bradstreet that added 100M+ verified entries to its platform. Using a dual-LLM pipeline and custom ML models for discovery and filtering, this applied AI solution automates multilingual data harvesting while ensuring enterprise-grade accuracy and privacy compliance.

AI-Customer-Intelligence-Agent-for-a-Beauty-Company

AI customer intelligence agent for a global haircare brand →

An AI-native customer intelligence agent for a global beauty brand that automates sentiment analysis across numerous digital channels. Built on Snowflake Cortex AI and Streamlit, this RAG-powered PoC segments customer personas and predicts trends in real time, reducing time-to-insight by 80%.

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

A Gen AI sales training platform for a US startup that automates onboarding via RAG-based lesson generation. It uses Mistral and GPT to parse CVs and generate personalized educational content, reducing training time from months to weeks.

Data platform migration for a water utility company →

A Databricks-based data platform for a US water utility that centralizes operational and financial data. The solution features automated pipelines and Unity Catalog governance to eliminate silos and provide an AI-ready foundation for predictive maintenance.

AI-powered fitness mirror with a personal coach inside →

An AI-powered fitness mirror for a US startup featuring real-time, edge-based motion tracking. This connected solution uses 3D computer vision and deep learning to count reps and correct form locally, delivering personalized coaching and sensor-driven load tracking for professional-grade home training.

data platform assessment for mobile gaming

Data platform assessment for Lucky Day: setting the stage for AI data analytics →

A comprehensive data assessment and strategic roadmap for mobile gaming leader Lucky Day. ITRex diagnosed critical infrastructure bottlenecks and delivered a tech-agnostic implementation plan to create an AI-ready data foundation for advanced analytics.

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 →

An applied AI document management solution for a global courier. Using mobile OCR algorithms and real-time guidance, the app streamlines shipping workflows and reduces form-entry errors, providing a scalable model for automated logistics documentation.

Data warehouse modernization for telecom giant →

A modern Snowflake-based data warehouse for a global creative marketplace. ITRex implemented ETL pipelines, specialized data marts, and visualization tools to transform disparate sources into a single source of truth ready for enterprise-wide applied AI initiatives.

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

A retrofit IoT solution for legacy laundromats. The AWS-based ecosystem combines a POS solution, a pickup and delivery application, an automated commission payment mechanism, and a technician app to provide real-time business management via scalable microservices architecture.

AI-driven logistics platform →

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-based enterprise software for No.1 retailer →

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.

View all cases

Our framework for applied AI

Strategic foundation

Successful applied AI initiatives begin with a pragmatic, value-driven strategy that translates AI potential into measurable outcomes. We start by defining what’s actually worth building. For this, we assess your data readiness, identify high-impact use cases, and establish clear success metrics such as accuracy, time saved, and cost per outcome. If simpler automation delivers more value than complex ML, our experts will say so. We incorporate governance, privacy, and compliance from the start, especially in regulated industries.

Value-driven prototyping

We validate AI use cases with prototypes and PoCs designed to work with real data, real workflows, and real edge cases. Our team mitigates risks by implementing hallucination controls (RAG, structured outputs, retrieval fallbacks), bias checks, explainability mechanisms, and stringent quality standards. You get a tangible, dependable prototype that identifies limitations early on and fosters stakeholder confidence.

Company-wide deployment

Turning a prototype into a production system is where many AI initiatives stall. ITRex architects scalable, compliance-ready solutions that integrate seamlessly with enterprise systems and external data sources. We design AI systems for observability, access control, model versioning, and cost optimization from the outset, ensuring they perform reliably across teams and workflows.

AI operations & governance

To stay secure, produce accurate recommendations, and support your business goals, AI solutions require active operational discipline. The ITRex team uses LLMOps and AgentOps practices to continuously monitor model performance, cost efficiency, and drift, while incorporating governance and trust layers in each deployment. Regular reviews and ethical safeguards validate that your AI stays transparent, compliant, and reliable over time.