Research that keeps our work
on the frontier.
We don't just apply AI — we study where it's going. Our research focuses on systems that can act on their own and improve over time, so the tools we build for you stay capable as the field moves.
Let's talkWhere we focus.
Two areas we believe matter most for mission-driven organizations.
Agentic AI
Most AI tools wait to be asked. Agentic systems take initiative — breaking down a goal, deciding the steps, and carrying them out across the tools your team already uses. We research how to make that autonomy reliable, transparent, and safe so it earns your trust.
What we explore
- How agents plan and sequence multi-step work without losing the thread
- Keeping a human in the loop for the decisions that need judgment
- Connecting agents to real systems safely, with the right guardrails
- Measuring whether an agent actually did the job well
Continual Learning
An AI tool shouldn't be frozen the day it's deployed. Continual learning is about systems that absorb new information and feedback over time — staying current with your work without forgetting what they already knew. We study how to do this responsibly for organizations with real constraints.
What we explore
- Learning from new data and feedback without retraining from scratch
- Adapting to your organization's evolving language and priorities
- Keeping the process private, auditable, and under your control
Ready to see what AI can do for your organization?
We work with non-profits and small businesses of all sizes. Let's start with a conversation.
Get in Touch