Reduce the burden of routine work
We examine the small costs that accumulate every day: re-entering data, repeated checks, repetitive tasks, and time spent searching.
Workflow design / Automation / Applied AI
Engineering alongside the people doing the work
We start with the problems people face at work, then use AI, IoT, and open source where they genuinely help. Together, we build improvements that can keep evolving.
By “where work happens,” we mean the real conditions in which work gets done—not only physical sites, but also offices, remote operations, and digital workflows.
01 / Our belief
What matters is not adopting something new for its own sake. It is reducing burdens, making decisions easier, and enabling people to continue improving their own work.
02 / Challenges we address
We do not force a predetermined product into place. We understand the work as it is today, then shape the support that is actually needed.
We examine the small costs that accumulate every day: re-entering data, repeated checks, repetitive tasks, and time spent searching.
Workflow design / Automation / Applied AI
We connect scattered information so the right people can see what they need when they need it.
Visualization / Data integration / Decision support
We understand the gaps between people, equipment, and systems, then create a flow that can be sustained.
IoT / Sensors / System integration
We help create ways to spot unusual conditions and act before a small issue becomes a larger problem.
Measurement / Alerts / Anomaly awareness
03 / How we work
Build something small, test it, and learn. We turn that cycle into change people can keep using.
We look beyond documents to the actual work, tools, data, constraints, and the voices of the people who use them.
Before building at scale, we make the smallest useful version that can test value and risk.
We carry what people learn into the next step, leaving knowledge and decision-making capability with the team.
04 / Work in the open
We share code and knowledge on GitHub when we can. Instead of decorating outcomes as claims, we prefer to make the assumptions and implementation available to inspect.
Explore our public repositories(opens in a new tab)05 / What we are like
We explain technology in plain language and speak honestly. We bring curiosity and technical depth while staying willing to do the practical, unglamorous work of improvement.
06 / Why Pinkie
The pinkie is the smallest finger, but its support helps the hand form a strong grip and use its full strength.
Improvement works the same way. Small changes that fit everyday work can reduce burdens, support decisions, and make the whole way of working stronger.
07 / Start a conversation
You do not need a finished technical plan. We can begin by understanding the work and clarifying the problem together.
If your email app does not open, copy the address and use it in your preferred email service.