From sources
to a useful brief.
Bring project documents and research together. Surface relevant evidence, show its source, and keep unanswered questions visible.
Planned outputSource-linked research brief
AGENTIC AI FOR SMALL TEAMS
Thoughtful agents.
Useful work.
Less time piecing things together.
More time moving things forward.
We're building AI agents that turn scattered knowledge into clear next steps—with your judgment at the centre.
Explore what we're buildingAn independent venture · Currently in development
A CLEAR PATH FROM INPUT TO OUTCOMEConcept
01
Start with your contextThe right sources.
The right sources.
In one place.
Project notesResearchRequirements
02
Let the agent do the groundworkFind what matters.
Find what matters.
Prepare the next step.
A source-linked brief, open questions, and a draft action plan.
You decide what happens nextReady for your review
Human approvalIllustrative workflow · Product in development
WHERE WE'RE STARTING
Everyday work.
A little more considered.
Our first workflows focus on the research, planning, and coordination that sit between an idea and its execution.
From sources
From a document
to a clear plan.
Translate meeting notes, specifications, and decisions into proposed tasks, dependencies, and review points.
Planned outputA draft plan your team can review
From loose ends
to a prepared handoff.
Summarise progress and draft follow-ups with the context a teammate needs. Keep outbound actions subject to approval.
Planned outputReview-ready updates and handoffs
OUR DESIGN PRINCIPLES
Give agents direction.
Keep people in control.
Useful autonomy starts with knowing what an agent should do—and where it should stop.
- Context before action
- Start from the team's documents and intent. Make the basis for a recommendation visible.
- Approval at the right moment
- Prepare the work, then pause before consequential actions or external communication.
- Uncertainty stays visible
- Show missing information and ask for direction instead of quietly filling in the gaps.
HELLO, WE'RE HUMMINGVALE
Small teams.
Room for bigger ideas.
Hummingvale is an early-stage venture exploring practical agentic AI for knowledge work. We're starting with a simple question: how can agents make a small team's work easier to carry forward?
Our initial focus is research, planning, and coordination—with source context and human review built into the intended workflow.
Currently developing our first workflows.