Applied Research Studio
Building tools for
cognitive augmentation
We build personalized AI products with persistent memory and contextual intelligence.
Research
Advancing adaptive intelligence
Solving foundational challenges in personalized AI through continuous learning, memory persistence, and contextual inference.
Areas of Research
Research Content Synthesis
Systems that compile and justify research insights around product philosophy, enabling coherent narratives that connect user studies to design decisions.
Adaptive Writing Intelligence
Neural models that learn individual writing styles and transform spoken language into polished text matching personal voice and tone.
Persistent Memory Architecture
Memory systems that maintain context across sessions and interactions, enabling AI that remembers your preferences and work patterns.
Real-Time Voice Processing
On-device speech recognition that adapts to your speaking patterns, enabling natural voice-based workflows without cloud dependency.
Research Philosophy
Building AI that amplifies human potential
We engineer AI that internalizes your mental models and working style—augmenting rather than replacing.
Exceptional AI knows when to surface insights, automate tasks, or remain invisible.
Products
AI tools that understand your workflow
We build specialized AI products for researchers and writers. From compiling research narratives to accelerating writing through voice, our tools adapt to your unique style and help you work faster.
Context Engine
Persistent intelligence infrastructure
The foundational layer that gives AI systems continuous memory. Maintains context across sessions and devices, enabling AI that remembers and evolves with you.
Wallace
AI research workbench for scientists
An AI workbench that helps scientists and researchers compile and synthesize content around research philosophy. Assists in building coherent narratives and documenting the rationale behind key decisions.
Daemon
Voice-to-text writing accelerator
A voice-based writing tool that helps you write faster by speaking your thoughts. Transcribes your voice in real-time and polishes the content to match your unique writing style, making the writing process more natural and efficient.
Wallace
Daemon
About
Pioneering personalized AI
We build AI systems that internalize how you think, learn, and work—not generic tools that treat every user the same.
Our team consists of MIT-trained researchers, designers from SCAD, and collaborative product engineers who have shipped at scale. We combine rigorous research methodology with pragmatic product development, focusing on adaptive architectures that continuously refine to individual cognitive patterns.
Research breakthroughs mean nothing without deployment. We publish openly, prototype rapidly, and ship systems designed for real-world complexity—not laboratory conditions.
Research Support & Partners
Massachusetts Institute of Technology
Harvard University
Savannah College of Art and Design
E14 Fund
South Park Commons
The Residency
Collaborate
Let's build together
Research partnerships, enterprise integration, or joining our team.
Get in Touch