work
Real work, real outcomes.
This library documents 33 production AI systems AE Studio shipped across aviation, edtech, healthcare, neurotechnology, and enterprise operations. Each engagement is listed with the outcome it produced, the industry it landed in, and the system behind it.
Built to the standards regulators require.
AE Studio builds AI systems for regulated environments: clinical neural data, protected health information, student records, and telecom data. The engagements below document the standard each system was built to.
HIPAA
FDA
FERPA
COPPA
GDPR
SOC 2
AE OS Artificial intelligence
A weekly read on every project and deal, without the status meeting
AE Studio’s own knowledge about its projects, deals, and people was spread across call transcripts, Slack, documents, code, tickets, and billing data. AE designed AE OS, the AI knowledge management system it now runs on, which connects those sources into one permissioned layer with a source behind every answer, and each week gives leadership a read on every project and deal with recommended actions.
Dermsquared Data Unification Healthcare
One trusted record for every clinician
Dermsquared’s clinician data was spread across more than a dozen systems, and answering a sponsor’s question about its audience meant matching lists by hand. AE Studio designed one trusted record for every clinician, using AI-assisted matching with people reviewing only the uncertain cases, so the business has one record to work from.
Real Estate Operations Platform Real estate
One routed inbox for a luxury real estate operator
A boutique operator of European super-prime homes ran its portfolio on personal WhatsApp numbers, shared mailboxes, and spreadsheets, so the same issue surfaced in several chats and work landed on the owner. AE Studio designed a custom operations platform that brings every tenant, owner, and agent message into one inbox, uses AI to classify each one in two languages, and turns the ones that need action into tickets a team owns, so the owner can see everything open across the portfolio instead of chasing it.
Xenter Healthcare
Real-time cardiac AI, designed for an FDA setting
Xenter’s sensors record the heart’s pressure waveform in more detail than a clinician can read live. AE Studio designed the AI system that reads it during a procedure and the AI assistant that lets patients ask about their own results, inside FDA and HIPAA boundaries, with guardrails, evaluations, and an FDA pathway mapped together with Xenter.
Azul Airlines AI Network Planning Airlines
$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.
Azul Airlines AI Price Optimization Airlines
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.
Max AI Qualification Assistant Financial services
AI Customer Qualification: 25% Efficiency Gain for Benefits Access
How IncomeMax achieved 25% efficiency gains with empathetic AI qualification that screens people for benefits eligibility. RAG system, human-in-the-loop design, Salesforce integration.
MoveAgain BCI Platform Neurotechnology
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.
Pimsleur AI Conversation Practice Education technology
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.
TelcoDR: AI Agents for TMF Data Mapping Telecommunications
1,300+ Legacy Tables Mapped to TMF Standards at 10 to 20 Minutes per Object
How AE Studio built AI agents on AWS Bedrock that map TelcoDR's 1,300+ legacy tables to TMF standards in 10 to 20 minutes per object, with deterministic checks on every mapping.
AI Grading Agents for an EdTech Platform Education technology
99% Faster Feedback & 90% Cost Reduction
An EdTech platform paid about $150,000 a quarter for 250 contract graders and waited 48 hours for feedback. AE Studio built two LangGraph agents. One retrieves the approved curriculum and the other grades each answer against the rubric, so feedback now arrives in under 5 minutes at 95% accuracy and grading costs fell 90%.
Alpha School's AI Avatar Tutors Education technology
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.
AlphaRead Education technology
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.
AlphaWrite Education technology
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.
Biomedical Intelligence Automation Artificial intelligence
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.
Reading Fluency Platform Education technology
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.
Timeback Education technology
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.
TrueU Artificial intelligence
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.
Vision Processors Education technology
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.
Post-Test Coach Education technology
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.
AI Video Production Artificial intelligence
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.
Point Healthcare
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.
SmartSuite Artificial intelligence
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.
Jupiter AI Enterprise software
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.
PlanetPlay Gaming
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.
StrokeDX Healthcare
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.
Degen Arcade Gaming
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.
Dermsquared Polaris Healthcare
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.
EVgo Energy
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.
Global Shop Solutions Enterprise software
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.
KPS Mart Enterprise software
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%.
Space Game Gaming
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.
Electronic Arts Gaming & entertainment
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.
Bring us the hard problem.
We'll bring the team that ships.