Natural Language Processing
Language can be complex but we make it computable. Our models decode human communication, transforming messy text into structured, actionable data. We turn everyday language into machine-readable insights.
We've been building AI for ten years.
Data / AI Solutions
We've been building AI for ten years.
For the last decade, we've continually helped our clients build solutions using cutting-edge AI technologies they would have never considered.
Channel our expertise to help you accelerate timelines and cut costs across your business.
Trusted by:
How to channel AI for your business needs.
Empower your AI alignment initiatives by collaborating with our seasoned engineers through our expert consulting framework.
Scale impactful solutions with our proven client engagement model.
Harness collective expertise by pairing promising researchers with top technical talent.
Drive field advancements through strategic outsourcing of technical alignment projects.
Generative AI gives you a massive strategic advantage.
Transform how your business innovates, automates, and engages, unlocking new levels of efficiency and creativity. From personalized content to rapid prototyping, it accelerates workflows and decision-making across industries. Harnessing it now gives you a powerful edge in a rapidly evolving landscape.
01
Database Conversations
Engage with your database using conversational language, eliminating the need for complex SQL commands.
02
Efficient Workflows
Enhance workflow efficiency with a knowledge base-driven co-pilot that simplifies task management.
03
Advanced Chatbots
AI-driven bots with CV, OCR, and multi-database capabilities, designed for efficient information aggregation and retrieval.
04
Tailored Content
Generate specialized content that caters to industry-specific needs, leveraging a broad array of diverse information sources for tailored output.
Ten years of experimenting has led us to a repeatable AI strategy.
We use our methods to train AI to accomplish more for your business.
Vectorization and Embeddings
We turn text into numbers by capturing meaning, patterns, and context in data-ready form. Got words? We've got vectors.
Model Selection, Deployment, and Optimization
We select, optimize, and deploy the best models for your project to be tailored, tuned, and ready to perform at their peak.
Reinforcement Learning
Reinforcement Learning lets AI learn from experience, just like a loyal dog picking up new tricks. Our models adapt, improve, and make smarter decisions over time. It's efficient, powerful, and can be tailored for any challenge.
Deep Learning
Deep Learning dives beneath the surface to uncover hidden patterns in complex data. We train models to navigate that depth, surfacing insights that simpler methods miss.
Cloud and Distributed Computing
We harness cloud and distributed computing to train and deploy AI at scale quickly, efficiently, and globally optimized.
Helping our clients launch and scale.
We help our clients solve fascinating problems that allow them to move faster than the market using machine learning methodologies.
AI Video Production
From Concept to Commercial in Hours
Synopsis
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.
Outcome
AE Studio unified the client's fragmented video ad production workflow into a single AI-powered platform, reducing production time from approximately 4.5 hours to under 3 hours per ad, a reduction of roughly 230 minutes across the end-to-end process. The platform now handles automated brand research, AI-driven storytelling, voice synthesis, prompt generation, and customer onboarding through one co...
TrueU
AI Digital Twin Memory System Beyond OpenAI Capabilities
Synopsis
How we built a belief intelligence system with advanced memory architecture that supersedes OpenAI's native capabilities. Digital twin AI for self-discovery.
Outcome
Over 8 months, we built a memory architecture that supersedes OpenAI's capabilities, implemented safety guardrails for contentious topics, and created a perspectives feature enabling neutral exploration of polarizing issues. The result is a platform where users can think clearly about complex topics and identify inconsistencies in their own reasoning. The memory system functions as a comprehensive...
SmartSuite
Building an AI-Powered Work Management Platform to Rival Monday.com and Airtable
Synopsis
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.
Outcome
SmartSuite is a live, commercially available work management platform used by teams across industries. It competes directly with Airtable, Monday.com, and other leading productivity tools in a category that represents billions of dollars in annual software spend. AE Studio has been part of the product and engineering team since inception, leading architecture and development throughout the platfor...
Seance AI
A GPT-4 Grief Tech App That Lets You Speak with Lost Loved Ones
Synopsis
AE Studio built Seance AI, a grief tech application that uses large language models to simulate text-based conversations with deceased loved ones. Designed for emotional closure rather than ongoing use, the app attracted national press coverage from Fox News, Futurism, and The Sun at launch.
Outcome
Seance AI launched in May 2023 and earned immediate national press coverage. Fox News covered the product in its tech section. Futurism published a first-person review in which a staff writer used the app to simulate a conversation with her late father, describing the first AI response as about 80 percent convincing before the model grew repetitive. The Sun also covered the launch, focusing on the...
Biomedical Intelligence Automation
Saving $500k+ Annually in Manual Labor Costs
Synopsis
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.
Outcome
AE Studio built an AI-powered intelligence pipeline that transformed BioCentury's editorial operations, saving over $500k annually in manual labor costs that would have continued to grow as biomedical publishing volume increased. The automated entity extraction system achieves 95%+ accuracy identifying companies, diseases, molecular targets, and mechanisms of action, meeting the quality standards...
What They Say
"AE Studio produces deliverables with impressive speed. Their dedication, attentiveness, and valuable recommendations enable ongoing collaboration."
- David Smiling, CTO, BioCentury
We go deep on all our work.
By using academic techniques to explore what's possible, we stay ahead of the curve.
01
Award-Winning papers at the cutting edge of data science
Our paper "Ignore Previous Prompt: Attack Techniques For Language Models" won the Best Paper Awards for the NeurIPS ML Safety Workshop. The paper received one of the 10 best paper awards out of 132 accepted papers. The paper was also awarded with the "AI safety analysis award".
02
Cleaning Up Data with Large Language Models
We used ML to turn the untapped potential of a large database of legal documents into clean and usable structured data.
- First, documents underwent a series of classical Machine Learning classifiers to predict the legal context.
- Then, we skillfully combined this context with the document text, forming a dynamic prompt for our Large Language Model.
Because it was trained with context clues, the Language Model generated structured data with higher accuracy than any previously tried approach.
A team full of experience.
Our data scientists - from places like Stanford, Caltech, MIT, Harvard, Princeton - are highly collaborative, efficient, and pragmatic.
Ed Chen
25+ years of experience using statistics and machine learning to analyze datasets in physics, finance, and online petitions. Expert in machine learning, deep learning, and distributed computing as a means of processing and analyzing large datasets. A.B. Magna Cum Laude in Chemistry & Physics from Harvard College and PhD from Cal Tech in Experimental High Energy Particle Physics.
Ed Chen, Head of Data Science
Francisco
Senior data scientist with a passion for developing creative solutions to complex problems. Over the past 7+ years, he has demonstrated this by utilizing supercomputers to solve partial differential equations during his PhD at Princeton, as well as spearheading the integration of machine learning into a health-tech startup, starting from the ground up and reaching millions of users. At AE, Francisco is thrilled to apply his expertise in Natural Language Processing, Large Language Models, and Deep Learning to solve challenging problems.
Francisco, Senior Data Scientist
Mobo
Data scientist with experience building knowledge graphs from movie scripts, customizing review systems for research papers, and training image models for architectural floor plans.
Mobo, Data Scientist
We help global teams turn AI curiosity into shipped systems
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