Ideas catalog
Every idea we've derived from recent research — each with a live, interactive prototype you can try.
A generic mental health app for a niche problem that lacks a clear B2B incentive and faces high competition from existing wellness tools.
A technically intriguing predictive-maintenance toolkit built on fractional-order modeling, but it rests on a single generic survey abstract and an unproven leap that fractional models will beat entrenched ML-based incumbents.
A technically feasible but profoundly undifferentiated translation API that rebuilds now-commoditized Transformer technology into a market dominated by Google, DeepL, AWS, and Azure.
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 niche but technically plausible tool riding real regulatory tailwinds, undermined by a weak wedge hypothesis — the primary barrier to end-of-life refrigerant recovery is economics and enforcement, not prioritization intelligence.
An over-scoped 'platform' idea that conflates high-friction hardware (EEG) with software onboarding, creating a product that is likely too intrusive for its target enterprise market.
Backed by 4 papers
A generic monitoring platform that lacks a specific technical wedge and relies on a broad policy report rather than a proprietary technical breakthrough.
A locally-calibrated parasite surveillance service for tropical aquaculture addresses a real food-safety and yield problem, but it rests on a single descriptive ecology study and faces serious go-to-market and AI-feasibility hurdles.
Technically grounded idea applying standard MABC to a real agronomic problem in Rwanda, but the commercial case is undercut by a tiny public-sector market that CGIAR institutions would likely address internally for free.
A geotechnical prediction platform riding a respected textbook's framework, but built on a single non-empirical source and over-scoped across four ambitious modules in a conservative, site-specificity-resistant industry.
A physics-grounded soil-behavior digital twin is conceptually appealing but rests entirely on a single textbook rather than validated commercial evidence, and risks over-scoping into a broad platform.
A focused but thinly-evidenced research-summarization product whose entire premise rests on a single open-access journal's marketing blurb, leaving its commercial value and defensibility deeply uncertain.
A philosophically-inspired museum experience-design platform with a genuine concept but thin, non-empirical evidence and a small, budget-constrained buyer base.
A curation-and-summarization layer over a single open-access African business journal — technically buildable but resting on flimsy evidence, a narrow source base, and unproven willingness to pay.
A reasonable but narrow editorial-automation tool whose 'research' base is merely one journal's about-page, in a space already crowded by existing manuscript-screening AI vendors.
A philosophically-inspired but over-scoped museum engagement platform whose only 'research' is a 1934 philosophy classic, competing in a crowded, budget-constrained niche with no defensible wedge.
A philosophically-inspired museum experience-design toolkit with intuitive appeal but thin evidentiary grounding, a small slow-moving market, and a scattered software-plus-consulting scope.