CASE STUDIES
Real work, real outcomes.
A working library of AE Studio client engagements. Each one listed with the outcome it produced, the industry it landed in, and the system behind it.
Azul Airlines AI Network Planning
$6M Weekly Revenue Gains with AI-Driven Network Planning
Discover how Azul Airlines achieved $6M weekly revenue gains using AI-driven network planning with Double ML, causal inference, and real-time financial forecasting.
Read the case study →Azul Airlines AI Price Optimization
8 AI Models. $80M in Revenue. Pricing Updates Every 50 Minutes.
Discover how AE Studio built an 8-model AI revenue management system for Azul Airlines, generating $80M in revenue impact through real-time pricing optimization across 50,000+ flights.
“AE is our secret weapon.
Read the case study →Max AI Chatbot
AI Chatbot Qualification: 25% Efficiency Gain for Benefits Access
How IncomeMax achieved 25% efficiency gains with an empathetic AI chatbot for benefits qualification. RAG system, human-in-the-loop design, Salesforce integration.
“Everyone at our org is joyous and buzzing. Max is already handling most of our customer support inquiries and has saved us a ton of time and money. Riteeka and the team are all geniuses and we love partnering with you.
Read the case study →MoveAgain BCI Platform
Advancing Neural Decoder Performance for Paralysis Patients
Discover how AE Studio partnered with Blackrock Neurotech to optimize the MoveAgain brain-computer interface platform, improving neural decoder accuracy and cross-session robustness for the only FDA-approved implantable BCI device.
Read the case study →Pimsleur AI Conversation Practice
Scaling AI Conversation Practice to 175K Learners: 5x ROI
Discover how AE Studio scaled AI Spanish conversation practice to 175,000 Pimsleur learners with 5x engagement using GPT-4o mini, cost optimization, and a real-time voice processing pipeline.
“We couldn't be happier… this is going to be incredible and a hugely useful feature for our learners.
Read the case study →TelcoDR
Automated TMF Data Mapping: 1,300+ Tables in 20 Minutes
How TelcoDR mapped 1,300+ legacy tables to TMF standards in 20 minutes using AI-driven automation. AWS Bedrock, deterministic evaluation, and agent workflows.
“...the problem we're trying to solve is this horrible mess of complexity and legacy, and we've just found the holy grail of potentially cracking that problem.... ...That's really, really awesome.
Read the case study →AI Grading
99% Faster Feedback & 90% Cost Reduction
EdTech platform achieves 99% faster feedback and 90% cost reduction with AI grading automation. LangGraph workflows, RAG, and microservices integration.
Read the case study →Alpha School's AI Avatar Tutors
Real-Time Conversational AI Tutors That Outperform HeyGen
How AE Studio built a proprietary end-to-end AI avatar system for Alpha School, real-time, conversational, cartoon-style tutors that personalize every student interaction and outperformed existing alternatives like HeyGen at launch.
Read the case study →AlphaRead
Fake Reading Prevention: 70% to 85% Comprehension Gains
Discover how timed questions and text chunking eliminated fake reading patterns, boosting student comprehension from 70% to 85% in K-12 digital literacy programs.
“Your organization is outcome-based — you obviously care about the results, which is fantastic. You're not just checking the done box and delivering code; you're going beyond.
Read the case study →AlphaWrite
AI Essay Grading: 90% Less Time, 30% Better Writing
Discover how AI-powered essay grading reduced teacher workload by 90% while improving student writing outcomes by 30%. Real EdTech case study with measurable results.
Read the case study →Biomedical Intelligence Automation
Saving $500k+ Annually in Manual Labor Costs
Learn how AE Studio helped BioCentury automate 27 years of expert editorial analysis using LLMs and named-entity recognition, saving $500k+ annually and enabling same-day biomedical intelligence delivery.
“AE Studio produces deliverables with impressive speed. Their dedication, attentiveness, and valuable recommendations enable ongoing collaboration.
Read the case study →Reading Fluency Platform
AI Speech Recognition for Early Literacy: 95% Success Rate
Discover how AI speech recognition helped 95% of kindergarteners read proficiently. Automated phonics assessment and personalized intervention in PreK-3rd grade.
Read the case study →Timeback
2.1X Student Growth: EdTech Data Integration Case Study
Alpha School achieved 2.1X student growth with 1EdTech standards. OneRoster, LTI, and Caliper Analytics consolidated data silos for personalized learning in 12 weeks.
Read the case study →TrueU
AI Digital Twin Memory System Beyond OpenAI Capabilities
How we built a belief intelligence system with advanced memory architecture that supersedes OpenAI's native capabilities. Digital twin AI for self-discovery.
Read the case study →Vision Processors
Real-Time Student Monitoring: 90-98% Detection Accuracy
Discover how perceptual hashing achieves 90-98% accuracy in real-time student behavior monitoring. AI-powered video optimization for EdTech without specialized hardware.
Read the case study →Post-Test Coach
AI Math Tutors: 99% Accuracy with Solution Injection
How we built an AI math tutor with 99% accuracy using pre-computed solution injection. GPT-3.5 prompt engineering delivers immediate post-test feedback at scale.
Read the case study →AI Video Production
From Concept to Commercial in Hours
Discover how AE Studio helped an early-stage stealth startup transform a fragmented, multi-tool video ad workflow into a single AI-powered platform, making professional TV advertising accessible to small businesses in hours instead of days.
“The first commercial I made in September 2023 was about 15 hours of work. Last weekend, I did one end-to-end in 40 minutes — we hit our 50-commercials-a-week goal with 10 days to spare.
Read the case study →Point
From 12-Week MVP to Acquisition: AI Health Insights from Wearable Data
AE Studio partnered with Point, a Los Angeles-based health and fitness technology company, to build an AI-powered app that translates wearable data into clear, personalized fitness insights. What started as a 12-week MVP became a multi-year engagement that ended in acquisition.
“It's one thing to have technical skills, but they're great human beings that are also great at their jobs.
Read the case study →SmartSuite
Building an AI-Powered Work Management Platform to Rival Monday.com and Airtable
AE Studio has been a core part of the SmartSuite product and engineering team since inception, leading the platform's architecture, development, and AI innovation. SmartSuite is a collaborative work management platform that unifies project tracking, workflow automation, and team collaboration in a single, customizable system.
Read the case study →Jupiter AI
Access global data using natural language
AE Studio built a secure AI-powered chatbot platform that translates natural language queries into SQL, enabling both technical and non-technical users to extract actionable climate insights from a growing dataset of over 400 trillion data points while ensuring data integrity at scale.
Read the case study →PlanetPlay
Turning Gaming into Climate Action
Discover how AE Studio built the full-stack blockchain infrastructure connecting video game purchases to verified carbon removal, creating a new model for sustainable gaming.
Read the case study →StrokeDX
Revolutionizing stroke diagnostics
AE Studio worked with StrokeDX to develop next-generation technology to transform how strokes are detected and classified. Their goal was to enable physicians to map blood flow through the brain in real time, identifying ischemic and hemorrhagic events faster and more accurately than ever before.
Read the case study →Degen Arcade
Merging Physical Play and Digital Ownership
How AE Studio partnered with Degen Arcade to build the first NFT-powered claw machine, integrating custom hardware and firmware with a Polygon-based smart contract system to mint and distribute collectible NFTs as real-world prizes.
Read the case study →Dermsquared Polaris
Real-time clinical answers for dermatology professionals
Learn how AE Studio built Polaris, an AI-augmented search engine trained on 20+ years of Dermsquared proprietary content, delivering real-time clinical answers and intelligent content recommendations to dermatology professionals.
“AE Studio is technology- and innovation-driven.
Read the case study →EVgo
Powering the Future of Electric Mobility
How AE Studio became EVgo's long-term embedded technology partner, delivering mobile app improvements, internal tools, and the EVgo eXtend platform across multiple product verticals.
“All our hard work is paying off, great job guys!
Read the case study →Global Shop Solutions
AI-powered document ingestion for ERP manufacturing workflows
See how AE Studio built a computer vision API that digitizes invoices, vendor quotes, and documents into structured ERP data with 95% accuracy, reducing overhead costs by 90% for Global Shop Solutions' manufacturing customers.
Read the case study →KPS Mart
Cutting Time-to-Proposal Without Adding Headcount
How AE Studio built a computer vision and LLM workflow that transforms KPS Mart's furniture proposal process from weeks of manual work into a 22-minute automated draft, letting designers focus on the final 20% instead of the first 80%.
“It took me 22 minutes from when I started until it was done, and it used to take that project team a couple of weeks.
Read the case study →Space Game
Web3 Multiplayer Gaming with NFT-Based Asset Ownership
How AE Studio built Space Game, a multiplayer NFT arcade experience where players purchase spaceships, form crews, and compete for territory and token rewards on the Polygon blockchain.
Read the case study →Electronic Arts
Scalable AI for Domain Classification and Question Answering
AE Studio partnered with Electronic Arts to build and improve AI systems for automated domain classification and question answering, with a focus on scalability across new domains and question types.
Read the case study →LET'S TALK
Bring us the hard problem.
We'll bring the team that ships.