Case Studies,
Research,
& Demos

A curated selection of groundbreaking work from AE Studio

Capabilities

AI Research

Advancing AI safety and alignment through our research lab, funded by consulting work to ensure responsible AI development for the future.

AI and Data Science

Custom machine learning solutions from speech recognition and computer vision to large-scale data transformation and intelligent automation.

Software and Blockchain

Full-stack development, blockchain applications, and emerging technologies including neurotech and brain-computer interfaces.

Startups and Ventures

Technical co-founder services, rapid prototyping through Skunkworks, and end-to-end product development from MVP to scale.

Max AI Chatbot

How IncomeMax achieved 25% efficiency gains with an empathetic AI chatbot for benefits qualification. RAG system, human-in-the-loop design, Salesforce integration.

AI ChatbotCustomer Qualificati...RAG System+5

TelcoDR

How TelcoDR mapped 1,300+ legacy tables to TMF standards in 20 minutes using AI-driven automation. AWS Bedrock, deterministic evaluation, and agent workflows.

TMF StandardsAWS BedrockTelecommunications+6

Pimsleur AI Conversation Practice

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.

GPT-4o miniAI Language LearningVoice Processing+7

Azul Airlines AI Price Optimization

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.

Airline Revenue Mana...AI Pricing Optimizat...Real-Time Systems+5

Azul Airlines AI 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.

Artificial Intellige...AviationNetwork Planning+5

MoveAgain BCI Platform

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.

Brain-Computer Inter...Neural DecodingSelf-Supervised Lear...+7

Biomedical Intelligence Automation

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.

AI AutomationNamed Entity Recogni...Large Language Model...+6

TrueU

How we built a belief intelligence system with advanced memory architecture that supersedes OpenAI's native capabilities. Digital twin AI for self-discovery.

AI Digital TwinBelief IntelligenceMemory Architecture+5

AI Grading

EdTech platform achieves 99% faster feedback and 90% cost reduction with AI grading automation. LangGraph workflows, RAG, and microservices integration.

AI GradingEdTechLangGraph+6

Vision Processors

Discover how perceptual hashing achieves 90-98% accuracy in real-time student behavior monitoring. AI-powered video optimization for EdTech without specialized hardware.

Computer VisionPerceptual HashingEducational Technolo...+5

Timeback

Alpha School achieved 2.1X student growth with 1EdTech standards. OneRoster, LTI, and Caliper Analytics consolidated data silos for personalized learning in 12 weeks.

EdTech1EdTech StandardsOneRoster+5

AlphaRead

Discover how timed questions and text chunking eliminated fake reading patterns, boosting student comprehension from 70% to 85% in K-12 digital literacy programs.

Digital Reading Comp...Educational Technolo...K-12 Literacy+5

Post-Test Coach

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.

AI TutoringGPT-3.5EdTech+5

MTSS Reading Platform

Discover how AI speech recognition helped 95% of kindergarteners read proficiently. Automated phonics assessment and personalized intervention in PreK-3rd grade.

AI Speech Recognitio...Early LiteracyKindergarten Reading+6

Incept

Alpha School built 595 AI-generated K-8 lessons in 6 months with 91.9% rated better than existing curriculum. GPT-5, automated QA, and Direct Instruction.

AI Curriculum Genera...GPT-5Educational Content ...+6

AlphaWrite

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.

AI Essay GradingEdTechLLM Integration+6

DreamLauncher

Discover how on-device AI achieved 95% letter mastery for K-3 readers while protecting privacy. Privacy-first edtech using Speech Recognition and Screen Time API.

EdTechOn-Device AIEarly Literacy+6

Alpha School's AI Avatar Tutors

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.

AI AvatarsConversational AIEdTech+6

EVgo

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.

Electric VehiclesMobile DevelopmentPlatform Engineering+6

StrokeDX

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.

Medical DeviceNeurotechnologyStroke Diagnostics+6

Point

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.

Health & FitnessWearable TechnologyAI Recommendations+6

SmartSuite

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.

Work ManagementSaaS PlatformAI Writing Assistant+7

PlanetPlay

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.

BlockchainGamingClimate Tech+6

Jupiter AI

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.

Natural Language Pro...Text-to-SQLClimate Risk+6

AI Video Production

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.

AI Video ProductionGenerative AISMB Advertising+6

Global Shop Solutions

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.

Computer VisionDocument IngestionERP Integration+5

Dermsquared Polaris

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.

AI SearchDermatologyClinical Decision Su...+5

Degen Arcade

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.

NFTBlockchainPolygon+7

KPS Mart

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%.

Computer VisionLLMProposal Automation+7

Space Game

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.

Web3 GamingNFTBlockchain+7

Case Studies,Research,& Demos

Capabilities

AI Research

AI and Data Science

Software and Blockchain