Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A pragmatic application of established control theory to a high-value industrial pain point, though it faces significant integration hurdles with legacy PLC hardware.
A highly focused research tool for pharmaceutical formulation that leverages tunable supramolecular chemistry to solve a specific pain point in long-acting injectable development.
A high-utility strategic tool that operationalizes sociological findings into a concrete data product for labor organizers, though it faces significant data acquisition hurdles.
Backed by 2 papers
A specialized simulation tool for automotive OEMs to optimize energy-saving UI nudges, though it risks being a feature of existing simulation software rather than a standalone business.
A high-potential, low-complexity clinical application of an existing drug to address a specific surgical complication with strong mechanistic backing.
A testing kit that measures how well a meeting app lets people actually work together on data instead of just watching.
Backed by 3 papers
A technically feasible but commercially thin research-infrastructure play that packages a single paper's methodology into an open-source toolkit for a niche academic market with no clear revenue engine.
A blood test for athletes to warn them when their immunity is too low to fight off camp infections.
A specialized benchmarking tool for water utilities that uses dimensionless numbers to enable fair, size-independent performance comparisons and operational knowledge transfer.
Backed by 2 papers
A training course that teaches data analysis using real events from U.S. economic history.
A library of design patterns for showing data to people while they are performing a physical task.
An alert service that warns climate analysts when the earth's carbon cycle starts behaving in unusual ways.
A standards-aligned manufacturing software marketplace is a real need validated by solid EU research, but the idea is over-scoped, faces severe two-sided cold-start dynamics against entrenched incumbents (Siemens Xcelerator, PTC), and the ISA-95/RAMI 4.0 compliance wedge is more barrier than differentiator.
A scientifically grounded but explicitly paper-suggested TrkB PAM concept for non-hallucinogenic antidepressants that is technically ambitious and entering a rapidly crowding competitive space, making commercial differentiation the key risk rather than scientific rationale.
Backed by 2 papers
A voice and gesture system for technicians to project data charts onto equipment while their hands are busy.
Backed by 3 papers
A tool that helps developers decide if their data project should be a web app or a native headset app.
Backed by 2 papers
A highly disciplined decision-support tool that converts academic traffic-emission frameworks into a pragmatic 'stress-tester' for city planners, distinguished by its honest handling of uncertainty and congestion-related model decay.
Backed by 8 papers
A hardware testbed that tries to capture electricity directly from the exhaust of a fusion reactor.
Backed by 2 papers
A clever application of material science to solve a specific clinical pain point (root resorption/sensitivity), though it relies on a material that is already commercially available.
Backed by 8 papers
A high-value, specialized professional service that productizes the complex legal and philosophical framework of repatriation into a standardized B2B dossier.
Backed by 3 papers