Case studies - AI-native engineering

Case Studies: AI-Native Engineering in the Real World.

From healthcare and agriculture to sports, media, and enterprise systems, this is what we've built so far, and what it delivered.

AI & Machine Learning in Production

Predictive systems, intelligent detection, and ML models deployed in live enterprise environments - not prototypes.

Dr. Lal PathLabs

Healthcare · Diagnostics · India

Dr. Lal PathLabs

Automated, accurate ETAs replaced manual guesswork. Patients receive predictions upfront. Inquiry call volume dropped significantly.

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Trianz

Enterprise · Fleet Management · Logistics

Trianz

Replaced costly manual monitoring with automated, intelligent oversight - cutting operational expenses and improving response time to safety incidents.

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Syngenta

Agriculture · AI · Supply Chain

Syngenta

An AI-powered barcode scanning platform that tracks agricultural products through the supply chain and flags counterfeits in real time.

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NextGem

Consumer · Collectibles · Computer Vision

NextGem

High-definition, production-ready digital card images at scale - enabling NextGem to become the platform of choice for collectors worldwide.

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IoT & Connected Products

Physical devices made intelligent - with real-time monitoring, remote management, and data-driven action built in.

Vios

Healthcare · IoT · MedTech

Vios

A HIPAA and FDA-compliant remote patient monitoring system that captures vitals in real time via IoT sensors and transmits them live to nursing stations.

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Mann+Hummel

Industrial · IoT · Germany

Mann+Hummel

Built Senzit, an AWS IoT-powered connected monitoring system that tracks air filter performance in real time and alerts owners before failure.

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Molex

Industrial · IoT Safety · Global

Molex

Streamlined safety operations across a large global install base, with remote management replacing on-site visits.

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Trudell Medical International

Healthcare · Respiratory · MedTech

Trudell Medical International

Patients can manage complex respiratory conditions remotely while caregivers gain real-time visibility.

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Blockchain & Digital Assets

NFT platforms, private blockchain infrastructure, and digital collectibles ecosystems built from scratch and optimized at scale.

Panini America: NFT Marketplace on AWS

Sports Collectibles · Blockchain · USA

Panini America: NFT Marketplace on AWS

A robust, user-friendly marketplace for officially licensed sports NFTs able to handle peak traffic and global demand.

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Panini America: Hyperledger NFT Platform

Sports Collectibles · Private Blockchain

Panini America: Hyperledger NFT Platform

A first-mover NFT platform for the sports collectibles industry with mainstream collector-friendly UX.

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Panini Direct: 10x Blockchain Minting Speed

Sports Collectibles · Performance Engineering

Panini Direct: 10x Blockchain Minting Speed

Minting and transfer time reduced to 1/10th. Transfer volume improved by 10x.

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Digital Health & Patient Experience

Healthcare technology that directly improves how patients access care, manage conditions, and interact with the medical system.

AmplifyMD

Healthcare · Telemedicine · USA

AmplifyMD

A turnkey solution enabling facilities to offer specialist consultations without specialist headcount.

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Lansinoh

Consumer Health · Mobile · 60+ Countries

Lansinoh

Built connected digital tools that simplify breastfeeding and newborn care for mothers in 60+ countries.

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Data Engineering, Cloud & Platform Modernization

Replacing fragmented, manual, or legacy systems with scalable data pipelines, unified platforms, and cloud-native infrastructure.

DAZN

Sports Streaming · AWS · 200+ Countries

DAZN

Scaled cloud infrastructure to hold up under peak live sports demand globally.

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Suntrup Automotive Group

Automotive · Data Lake · Analytics · USA

Suntrup Automotive Group

First-party dealer data is now accessible and reportable in real time. Payroll calculations fully automated.

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Limoneira

Agriculture · Data Engineering · Delta Lake

Limoneira

Manual data handling eliminated with modern, scalable data infrastructure across multiple countries.

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Akorbi

Enterprise SaaS · Platform Modernization · Language Services

Akorbi

Modernized Akorbi platform to improve performance and customer experience across 170+ languages.

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