Black Swan Group — Product & Engineering Studio
Black Swan Group is an independent product and engineering studio developing software, systems, and physical products.
Approach
Black Swan Group looks for markets and workflows that have accepted unnecessary complexity, fragility, cost, or lock-in. The method stays the same regardless of the domain.
01 / 05
Valuable opportunities often hide inside ordinary frustrations.
We study the systems behind the problem: workflows, incentives, technologies, suppliers, constraints, and failure modes.
We create the smallest credible version and test it against real use.
Promising experiments advance through evidence, not presentation alone.
The strongest opportunities become maintained products, operating businesses, or licensable systems.
Selected Explorations
Three areas of active investigation. Projects vary widely, but share a common set of principles: owner control, portability, interoperability, durability, and commercial discipline. Stages are shown honestly — an exploration is not a shipped product.
Problem — Sourcing hardware and components across sellers means re-typing the same intent into a dozen incompatible search boxes.
A product-search and procurement system that turns natural-language purchase intent into structured, portable requests across sellers and interfaces.
Purchase intent should be portable: written once, machine-readable, and usable across whichever seller or interface responds best.
Problem — Personal media and records accumulate across local drives and cloud accounts faster than anyone can organize or make sense of them.
A portable analysis layer for organizing, transforming, and understanding personal media and information across local and cloud storage.
Analysis should travel with the owner's data, not lock it inside a single vendor's storage or search index.
Problem — Home and small-office infrastructure is increasingly rented rather than owned, with workloads locked to a single cloud vendor.
Local-first compute, storage, and network systems designed to remain portable across home infrastructure and public cloud environments.
Infrastructure should default to owner control, with public cloud as an option rather than a dependency.
Problem — Premium input hardware is typically sealed, unrepairable, and disposable once a single component fails.
Repairable, modular, premium input hardware designed around long service life, material quality, and component replacement.
A control device is a long-term instrument, not a consumable -- it should be built and sold accordingly.
Principles
01Owner-controlled
Products should preserve the customer's practical control over their data, hardware, and workflows.
02Durable
Systems should be maintainable, repairable, and designed for long-term use.
03Interoperable
Open formats, portable workloads, replaceable infrastructure, and standards-based integration are preferred.
04Technically rigorous
Decisions should account for implementation constraints, lifecycle costs, reliability, and operational realities.
05Commercially disciplined
Ideas must create meaningful customer value and withstand scrutiny around cost, distribution, manufacturing, support, and defensibility.
06Evidence-led
Projects advance based on observed use, technical feasibility, and market evidence rather than enthusiasm alone.
About
Black Swan Group LLC is a Seattle-based, founder-led product and engineering company. Its work draws on deep experience in distributed systems, connected devices, interoperability standards, cloud infrastructure, developer tooling, and consumer technology.
James Swan
Founder — Seattle, Washington
James leads Black Swan Group's research, engineering, and product decisions. His background spans distributed systems, connected-device platforms, and developer infrastructure, and informs the studio's preference for durable, interoperable, owner-controlled systems over disposable ones.
Contact
Black Swan Group is interested in product and technology partnerships, design partners, supplier and manufacturing relationships, licensing opportunities, and selectively aligned commercial discussions.
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