Human–AI coordination
FocusSystems that support collaboration between people and agents, with clear roles, approvals, and traceable decisions.
Building software for human-centered AI collaboration.
Principled systems. Transparent direction. Thoughtful execution.
Why this matters
AI changes how decisions get made.
As humans and intelligent agents collaborate more directly, responsibility and attribution can’t be left implicit.
AI is changing how software gets built—and how decisions are made.
As humans and intelligent agents collaborate more directly, new questions emerge:
- Who originated an idea?
- How is work attributed?
- Where does responsibility live?
We believe the next generation of software must make these answers clear.
Our approach
How we build
We share our thinking, direction, and principles openly—especially around human–AI collaboration, attribution, and transparency.
Building in the open, where it matters.
At the same time, as a company, some aspects of our work remain private, including operational and financial details.
We believe this balance allows us to contribute meaningfully to the ecosystem while building sustainable, real-world systems.
Areas of focus
Where we focus
Four areas that guide our work.
Attribution & provenance
FocusPatterns that preserve authorship and lineage in AI-assisted work.
Governable workflows
FocusSoftware that makes human oversight explicit, not implicit.
Practical developer infrastructure
FocusReal-world tools that bring these ideas into everyday systems.
What this enables
Systems built around clarity and accountability.
A new class of applications for human–AI collaboration, attribution, and transparent workflows.
These systems support more dynamic, interactive, and trustworthy software experiences—where people and intelligent agents can co-create with clarity and accountability.
Open source & community
Supporting the NorthHarbor Open Source Community.
We sponsor and contribute to the ecosystem that makes practical progress possible.
Supporting the NorthHarbor Open Source Community
NorthHarbor AI actively sponsors and contributes to the broader NorthHarbor open source ecosystem.
This includes initiatives like HALOS (Human–Agent Living Operating System), which explore shared standards for how humans and AI systems collaborate.
We believe meaningful progress happens through a balance of open collaboration and focused execution.
Principles
Quickly legible, intentionally constrained.
Four principles that guide what we build—and what we choose not to build.
Human direction comes first
PrincipleThe system should make it clear who is responsible, and where human intent is recorded and enforced.
Attribution should be preserved
PrincipleAuthorship and lineage should remain visible—especially when agents participate in production work.
AI participation should be visible
PrincipleIf an agent influenced an outcome, the system should surface that influence clearly.
Trust requires thoughtful boundaries
PrincipleNot everything is open. We share the parts that build trust and interoperability, and keep the rest responsibly private.
About NorthHarbor AI
NorthHarbor AI is a software company focused on building systems for human–AI collaboration.
Open standards, applied systems
We operate at the intersection of open standards and applied systems—developing practical tools while supporting the broader ecosystem.