Grid lines.
Grid lines.
Orb.
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:
Trusted by:
Salesforce company logo in white text on transparent background.Recharge company logo with stylized R symbol and the word recharge in lowercase italic letters.EVgo logo with the tagline fast charging.Walmart logo with the brand name and spark symbol.Berkshire Hathaway company logo in white text on black background.Dapper Labs logo text in white on a transparent background.White text logo reading 'chicagoist' on black background.Ritual brand logo in white text on a black background.
Salesforce company logo in white text on transparent background.Recharge company logo with stylized R symbol and the word recharge in lowercase italic letters.EVgo logo with the tagline fast charging.Walmart logo with the brand name and spark symbol.Berkshire Hathaway company logo in white text on black background.Dapper Labs logo text in white on a transparent background.White text logo reading 'chicagoist' on black background.Ritual brand logo in white text on a black background.
Salesforce company logo in white text on transparent background.Recharge company logo with stylized R symbol and the word recharge in lowercase italic letters.EVgo logo with the tagline fast charging.Walmart logo with the brand name and spark symbol.Berkshire Hathaway company logo in white text on black background.Dapper Labs logo text in white on a transparent background.White text logo reading 'chicagoist' on black background.Ritual brand logo in white text on a black background.
Globe

How to channel  AI for your business needs.

Empower your AI alignment initiatives by collaborating with our seasoned engineers through our expert consulting framework.

Checkmark White.
Scale impactful solutions with our proven client engagement model.
Checkmark White.
Harness collective expertise by pairing promising researchers with top technical talent.
Checkmark White.
Drive field advancements through strategic outsourcing of technical alignment projects.

AE.Studio is the team that's trusted by top founders and Fortune 10 executives to win the future—faster.

AE Studio is the team that's trusted by top founders and Fortune 10 executives to win the future—faster.

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.

Illustration of a person speaking with a speech bubble showing a microphone icon and another bubble with the text 'What is the revenue by category?' alongside database icons, a SQL query snippet, and data visualization elements.

Database Conversations

Engage with your database using conversational language, eliminating the need for complex SQL commands.

01
Silhouette of a person holding a glowing light bulb facing a digital interface with icons and a holographic figure.

Efficient Workflows

Enhance workflow efficiency with a knowledge base-driven co-pilot that simplifies task management.

02
Diagram of a smiling chatbot processing data from CV, document, and database to generate a user profile summary.

Advanced Chatbots

AI-driven bots with CV, OCR, and multi-database capabilities, designed for efficient information aggregation and retrieval.

03
Illustration of a smiling AI figure at a laptop with lines connecting it to various content types like news, healthcare, finance, tech, and education.

Tailored Content

Generate specialized content that caters to industry-specific needs, leveraging a broad array of diverse information sources for tailored output.

04

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.

We use our methods to train AI to accomplish more for your business.

Wireframe side profile of a human head with sound waves emanating from the mouth.

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 insight, bridging the gap between conversation and computation.

Wireframe illustration of a hand holding a floating cube made of smaller cubes.

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 add massive value to training AI that needs to interact with customers.

Three transparent spheres with grid lines showing different spherical coordinate perspectives.

Vectorization and Embeddings

We turn text into numbers by capturing meaning, patterns, and context in data-ready form. Got words? We’ve got vectors.

Graphic.

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.

Overlapping translucent squares arranged in a radial symmetrical pattern forming a geometric design.

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.

Diagram of eight interconnected cubes arranged in a network with connecting lines.

Cloud and Distributed Computing

We harness cloud and distributed computing to train and deploy AI at scale quickly, efficiently, and globally optimized.4o

Contact us
Right arrow.

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.

Graphic icon.
Biocentury

Extracting Structured Information from Texts

SYNOPSIS
We used large language models (LLMs) to create APIs that extract rich information from raw texts in diverse domains, such as biochemistry, medicine, customer support, marketing, and advertisement.

Outcome
Our system achieved state-of-the-art results in Named Entity Recognition (NER), transforming complex and dense documents into organized and actionable data points. This groundbreaking approach not only streamlined the extraction process but also drastically reduced the manual effort traditionally needed for reviewing such specialized documents.

What They Say
"AE produced strong deliverables with impressive speed. AE is flexible and assesses challenges thoroughly, leading to the building of effective solutions. Your dedication, attentiveness, and valuable recommendations are why we’ve worked together for so long."

- David Smiling, CTO

Biocentury homepage featuring a banner about oncology investment, latest articles list, and browse categories including COVID-19 resource center and podcasts.
Graphic icon.
Recharge

SMS Chatbots

SYNOPSIS
We built Electric SMS to automate subscription management. It was insanely successful and acquired by Recharge SMS.

We developed a similarity-based retrieval system using Transformer embeddings and clustering algorithms to understand customer support messages, enhancing the experience for 8M+ customers and reducing customer support costs for 1000+ stores.

Outcome
220,000 users manage their subscriptions and over $25M in revenue is being processed for 56 merchants.

What They Say
"I’ve never had such an easy, bug free public launch before. This really speaks to the quality of the code…. We have tons of users already and everything is working perfectly – no alarms, no snags, nothing."

- Daniel Archer, Lead Engineer

Smartphone screen showing a chat conversation with Maris discussing adjusting order contents, changing ship date, and adding a serum to a moisturizer order.
Graphic icon.
SmartSuite

Collaborative Management

SYNOPSIS
SmartSuite is a collaborative Work Management platform enabling teams to plan, track, and manage workflow. Our team developed a multi-functional Al writing assistant and automated schema generation, both powered by OpenAl. Additionally, we created an Al assistant that interprets natural language queries to visualize user content.

Interface showing a blog post title input with the text 'Write a blog post for Christmas sales best practices' and a dropdown menu listing AI generation options like Brainstorm ideas, Blog post, Outline, Social media post, Press release, and Creative story.
Graphic icon.
SeanceAI

AI-driven story-telling


SYNOPSIS
Seance AI is an innovative app that combines artificial intelligence (AI) technology with immersive storytelling to create a captivating and interactive experience centered around seances and the supernatural. It offers users a unique opportunity to engage with a simulated virtual environment where they can participate in fictionalized seances, communicate with fictional spirits, and explore the mysteries of the spirit world.

Seance AI homepage with headline inviting users to create and share a seance with a loved one using AI, and a button to begin the Seance experience.

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.

Circle lines.

A team full of experience.

Our data scientists - from places like Stanford, CalTech and MIT - are highly collaborative, efficient and pragmatic.

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. He is dedicated to fostering genuine relationships with all individuals involved, as he believes in the power of collaboration and shared success. During his free time, he enjoys hosting BBQ cookouts, having spontaneous dance parties with his kids, and reading historical biographies.
Portrait of a man with a styled mustache and beard looking into the camera outdoors.
FRANCISCO, SENIOR DATA SCIENTIST
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.
Smiling man with glasses wearing a casual t-shirt looking at the camera.
ED, HEAD OF DATA SCIENCE
Mobo
Mobolaji is a data scientist with experience building knowledge graphs from movie scripts, customizing review systems for research papers, and training image models for architectural floor plans. In his previous roles, he explored ways to quantitatively represent engineer activity through interaction graphs, work-similarity measures, and time-series productivity prediction. He earned a PhD in Statistical Physics from Harvard University, where he applied analytic combinatorics to study the statistical physics of biomolecular interactions, and a B.S. in Physics from MIT, where he researched multiple-supersymmetry breaking as a model of dark matter.
Smiling man wearing a white henley shirt against a transparent background.
MOBO, DATA SCIENTIST

We implement agency-increasing technology around the world.

3d mesh graphic.

More about us.

Learn more about all the members of our team and why we do what we do.

3d mesh graphic.