Case Studies,
Research,
& Demos

A curated selection of groundbreaking work from AE Studio

Melanie PlazaGreg BucknerIulyan VicariEric GardunoMike Vaiana, PhDFrancisco Carrillo, PhD

Capabilities

⚛

AI Research

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

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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.

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Startups and Ventures

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

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

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

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

AlphaRead

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

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

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

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

AI Video Production

AE Studio built an AI platform that automates video ad creation, transforming a fragmented multi-tool workflow into a single, efficient system. The client, an early stage stealth startup making professional video advertising accessible to small businesses, had early traction using separate AI tools but saw opportunities to improve efficiency and scalability.

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.

Alpha School's AI Avatar Tutors

AE Studio developed real-time, interactive conversational AI avatars for Alpha School products, revolutionizing students' learning experiences through adaptive, data-driven, hyper-personalized learning. Their realism outperforms alternatives like HeyGen, setting a new benchmark in performance.

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.

Blackrock Neurotech

In partnership with Blackrock Neurotech, the global leader in BCI and creator of the Utah Array, the only FDA-approved implanted BCI device on the market, AE Studio supported the development of MoveAgain, a groundbreaking system designed to restore movement for patients with paralysis.

Degen Arcade

AE Studio partnered with Degen Arcade to bring a new concept to life: real-world arcade machines that reward players with NFTs. The goal was to merge nostalgic physical gameplay with blockchain-based digital collectibles, creating a new category of entertainment that connects on-chain rewards to real-world experiences.

EVgo

AE Studio is a long-term technology partner for EVgo, the largest public fast-charging network for electric vehicles in the United States. Since 2021, AE has delivered multiple software initiatives supporting EVgo's mission to expand clean transportation infrastructure and improve the driver experience.

Point

AE Studio partnered with Point, a Los Angeles-based health and fitness technology company, to revolutionize how people understand their personal health data. The AI-powered app integrates data from multiple wearable devices, translating complex metrics into clear, actionable insights that help users optimize their fitness journey.

Biomedical Intelligence Automation

AE Studio partnered with BioCentury, a leading biotech intelligence platform, to automate their labor-intensive process of extracting and structuring biomedical data from thousands of sources.

IncomeMax Advisor "Max"

AE Studio crafted "Max", a friendly AI chatbot that assists advisors by streamlining data collection while serving as a client-facing guide.

Dermsquared Polaris™

Dermatologists need quick, reliable answers to clinical questions without disrupting their workflow. AE Studio built Polaris™, an AI-augmented search engine trained on 20+ years of Dermsquared proprietary content and expertise. It meticulously scours Dermsquared's repository of expert knowledge, rapidly categorizes clinical inquiries, targets the appropriate knowledge base, and delivers efficient, clinically relevant answers in real time.

KPS Mart®

Quoting large commercial furniture projects used to take KPS weeks, with designers spending most of their time interpreting floor plans and compiling SKUs. AE Studio transformed this process with a computer vision + LLM workflow that converts floor plans and competitor itemized quotes into draft proposals with budget-tiered options.

SmartSuite

AE Studio built SmartSuite, a collaborative work management platform that unifies project management, workflow automation, and team collaboration in a single, intuitive system. Designed to rival tools like Airtable and Monday.com, SmartSuite enables organizations to plan, track, and manage complex workflows through fully customizable dashboards and data views.

Global Shop Solutions

AE Studio engineered a computer vision-powered API that digitizes and transforms manually aggregated invoices, vendor quotes, and documents into seamless insights within Global Shop Solutions' ERP platform. The custom AI model ingests and transcribes documents with 95% accuracy, reducing overhead costs by 90%.

Airline Price Optimization

AE Studio partnered with a major international airline to solve a costly pricing problem where low-priced tickets sold months in advance cut into revenue from higher-yield sales closer to departure.

PlanetPlay

AE Studio built the technology behind PlanetPlay, an impact-focused platform that turns video game engagement into real-world climate action. The system introduces the Green Coin, a digital currency that links gameplay to verified carbon removal, enabling players and studios to measure and offset their environmental footprint.

Space Game

AE Studio built Space Game, a multiplayer NFT arcade experience where players purchase spaceships, form crews, and compete for territory and token rewards. The project merges competitive gameplay with blockchain-based asset ownership, creating a new model for social gaming in Web3.

Case Studies,Research,& Demos

Capabilities

AI Research

AI and Data Science

Software and Blockchain