Grid lines.
Grid lines.
Orb.
DATA / AI Solutionds

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:
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.

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.

Database Conversions

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

01

Efficient Workflows

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

02

Advanced Chatbots

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

03

Tailored Content

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

03

Ten years of experimenting has led us to a repeatable AI strategy.

Agency-Increasing principles that result in better products and happier customers.

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

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.

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.

Vectorization and Embeddings

We turn text into numbers—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.

Model Selection, Deployment, and Optimization

We select, optimize, and deploy the best models for your project—tailored, tuned, and ready to perform at their peak.

Cloud and Distributed Computing

We harness cloud and distributed computing to train and deploy AI at scale—fast, efficient, 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

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

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.

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.

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.
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.
ED CHen, HEAD OF DATA SCIENCE
Randy
Randy is a full stack data scientist and AI researcher passionate about applying AI to solve problems that increase human agency. He has spent 15+ years working at the bleeding edge of applied machine learning, data science, and data visualization. Randy holds a Ph.D. from Michigan State University and has published dozens of peer-reviewed AI research articles with a total of 6000+ citations. He is known for his creative work using machine learning to compute optimal road trips around the world and solve 'Where’s Waldo?', among many other creative applications of AI intended to encourage non-experts to learn more about computer programming and AI. Outside of work, Randy spends most of his time dining around and exploring the beautiful Pacific Northwest with his wife and children.
RANDY, SENIOR DATA SCIENTIST

We implement agency-increasing technology around the world.

More about us.

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