Research
A research firm that ships.
Our researchers study housing finance, community development lending and care coordination. Our engineers turn what they learn into working systems. Three disciplines carry most of the weight.
Discipline 01
Domain research
We start from the rules, data and incentives of housing and care, then decide where technology belongs.
- Focus
- Homelessness response, supportive housing and the finance behind it
- With
- The agencies, lenders and providers who run these systems
Discipline 02
Multi-model agentic AI
Teams of specialized agents, each running on the model best suited to its task, with people approving the decisions that matter.
- What agents do
- The paperwork between systems, so people can focus on people
- Principle
- A person approves every decision that matters
Discipline 03
Quantum & optimization
Which project gets funded, which unit goes to which household: these are optimization problems, and we solve them as such.
- Problems
- Deciding where limited capital and housing do the most good
- Principle
- Quantum where it helps, classical where it wins
Method
How a project runs.
Every engagement follows the same four steps, whether it ends in a research report, a configured platform or both.
Study
We map the program, its rules, its data and the people who do the work.
Model
We define the decisions, constraints and outcomes that matter, in writing, with you.
Build
We configure our platforms or build agents and optimizers around your workflow.
Measure
We report results against the outcomes we agreed, including what didn't work.
Research partnerships
Study it with us.
We partner with housing authorities, continuum-of-care lead agencies, lenders, universities and foundations.