Rope sculpture and AI systems, made by the same mind. The work is the proof — not the bio.
About the practice
The most creative work happens under severe constraints — tight timelines, fixed architectures, immovable requirements. Constraints don't suppress creativity. They redirect it.
Selected Work
Health Triage System
AI Systems · 2023
Patagonia Field Manual
AI Systems · 2024
Freight Lane Router
AI Systems · 2024
Cut freight misrouting at a regional carrier by rebuilding the lane-assignment model as a layer their dispatchers could audit.
Work
Sculpture, systems, writing. The same person built all of it.
Health Triage System
AI Systems 2023
Patagonia Field Manual
AI Systems 2024
Freight Lane Router
Six weeks on-site at a regional logistics carrier. Rode with dispatchers, watched the legacy lane-assignment tool, pulled two years of override data. The old model was a black box built in 2017; dispatchers were overriding 22% of assignments and writing the real logic on sticky notes. Rebuilt the router as a transparent rule set the dispatch floor could read, challenge, and adjust. Three months in, override rate was 6% and misrouted freight dropped 34% — recovering roughly $4M annual margin that had been bleeding through exception handling.
AI Systems 2024
Claims Triage Classifier
A regional insurer's claims queue had grown to nine weeks backlog; the automated router was mis-classifying 18% of intake, and the adjusters had stopped trusting it. Spent a month in the call center and the adjuster floor, rebuilt the classifier against labeled intake data, and exposed the model's reasoning on every decision so the humans could challenge it. Within the first quarter, mis-classification dropped to 5%, backlog cut to under three weeks, and adjuster confidence scored higher on the post-rollout survey than it had before the legacy router existed.
AI Systems 2024
Compliance Document Reviewer
A compliance team at a mid-size financial services client was drowning in policy-to-document review — every regulatory update meant weeks of manual cross-reference. Embedded for eight weeks, mapped the existing rubric, and built a reviewer that pulls the relevant passage from both the regulation and the company document, shows them side-by-side, and flags the specific clause at issue. The team still owns every decision; the reviewer just stops them from hunting. Cut average review time per document from three hours to forty minutes and gave audit an evidence trail for every call.
AI Systems 2025
Suspension Study #1
Sculpture 2023
Field Loom
Cedar cross-beam, hemp warp, cotton thread woven at intervals. The piece started as a drawing and stopped being one the moment the rope absorbed the frame's geometry. The final shape is what the fiber wanted under load; my job was to keep the frame honest and let the material finish the composition.
Sculpture 2024
Warp and Weft
Waxed cotton weft crossed through natural fiber warp inside an oak frame. The waxed thread holds its line; the natural fiber relaxes over days. What looks static on install is actually two materials negotiating — the grid you see a month later is not the grid you tied.
Sculpture 2025
Anchor and Arc
Floor-anchored steel ring, ceiling-suspended pine block, one hemp run between them. The arc is the rope's honest answer to the load: not what I drew, not what the frame predicted. Adjusted weight twice, let the fiber relax for three days, stopped when the arc stopped changing. The piece is the conversation, not the final shape.
Sculpture 2025
Thinking
Long-form writing on design, systems, craft, and what connects them.
Precision Is Creative
On the relationship between constraints and craft. The argument that precision isn't the opposite of creativity — it's what creativity looks like when the stakes are real.
2024 8 min read
The Floor Supervisor's Comment
What happens when a triage system earns trust. The metric that didn't appear in the dashboard — and why it mattered more than the ones that did.
2023 12 min read
Rope as a Model for Systems Thinking
A coiled rope holds more than tension. On the structural logic of fiber, and what it has to do with designing AI systems that survive contact with reality.
2023 15 min read
Essay · 2024 · 8 min read
Precision Is Creative
On the relationship between constraints and craft
There's a persistent myth in technology that creativity lives in the blue-sky phase — the whiteboard sessions, the brainstorms, the "what if we just" conversations that feel generative because they're unconstrained. The implication is that constraints are the enemy of creative work, that precision is what you apply after the creative part is done, a kind of bureaucratic tax on imagination.
"I've come to believe the opposite."
The most creative work I've done has happened under severe constraints — tight timelines, fixed architectures, immovable requirements that initially seemed to make good solutions impossible. Constraints don't suppress creativity. They redirect it. They force you to find solutions that are elegant because they have to be, not because you had infinite room to add complexity.
Precision isn't the opposite of creativity. It's what creativity looks like when the stakes are real.
Andrew Albin
Artist · AI Consultant · Related Studios
I make things with rope and with code. Rope sculpture is the practice that keeps me honest about material constraint. AI consulting is the practice that keeps me honest about what systems can and cannot do.
Both are about finding the solution the problem requires — not the solution that's easiest to explain.
ClientsFortune 100 healthcare, finance, logistics
MediumHemp, cedar, steel, machine learning
StudioRelated Studios — discoverable, not the headline
