Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-risk, high-reward biotech play targeting a niche rare disease with a scientifically grounded but technically daunting delivery mechanism.
A promising technical approach to edge AI, but currently framed as a generic service rather than a specific product, making it a feature for chipmakers rather than a standalone business.
Backed by 2 papers
A high-touch consulting service using RAG to bridge the gap between environmental microbiology and drug discovery, though it risks being a low-scale agency rather than a scalable product.
Backed by 3 papers
A niche municipal tool with a strong theoretical basis but significant real-world implementation hurdles regarding hardware and driver compliance.
A high-concept risk-mitigation tool for high-stakes communications that translates a complex semiotic theory into a practical pre-flight checklist for creative agencies.
A sophisticated diagnostic tool for labor organizers that moves beyond material grievances to map the psychological and narrative readiness of a workforce for mobilization.
Backed by 8 papers
A self-test for freelancers and gig workers to measure their job security and create a plan to improve it.
A niche curation tool that attempts to quantify the subjective experience of art, but lacks a strong commercial driver and relies on a tenuous link between composition AI and emotional resonance.
Backed by 6 papers
A high-impact public health play that leverages a strong evidence base but faces significant headwinds due to the misalignment of incentives between government regulators and automotive manufacturers.
A high-potential precision medicine play that transforms ADHD from a behavioral diagnosis to a biological one, though it faces significant hurdles in biomarker accessibility.
Backed by 2 papers
A niche linguistic tool for authors that provides high utility for POV consistency but faces significant competition from general-purpose LLMs that already perform these transformations.
A generic middleware concept that lacks a specific vertical wedge and competes directly with existing orchestration frameworks like LangChain and CrewAI.
A high-cost infrastructure play targeting a specific chemical pollutant that lacks a clear regulatory mandate or immediate commercial buyer.
A questionnaire for interior designers to find out which specific objects and rooms their clients love.
Backed by 2 papers
A low-viability venture that attempts to commercialize public ESA data by building a wrapper around a pipeline that the agency already provides for free to the scientific community.
A service for funders that tracks if a research field is making new discoveries or just fixing old errors.
Backed by 4 papers
A conceptually valid but over-scoped platform idea resting on thin evidence, entering a market already crowded with well-funded incumbents and facing steep regulatory and EHR-integration hurdles that the pitch substantially underweights.
A generic mental health app for a niche problem that lacks a clear B2B incentive and faces high competition from existing wellness tools.
A service that turns laws into one-page scorecards showing exactly who wins and loses from the changes.
Backed by 2 papers
A useful utility for the physics community that lacks a strong commercial moat and a clear paying customer base, as the data is already public and the user base is small.