Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A planting plan for Brazilian farmers to fix damaged soil using specific grasses and legumes.
A timely, focused B2B middleware play that converts a documented research gap (XAI in EdTech) into a compliance and trust tool for existing adaptive platforms.
A tool for stats software that emphasizes the size of an effect rather than just the p-value.
Backed by 4 papers
A timeline for animated maps that saves key snapshots so viewers remember the most important moments.
Backed by 2 papers
A clinically sound application of ctDNA for MRD monitoring, but lacks novelty as it describes a service already offered by the named beneficiaries (Guardant, Natera).
Backed by 2 papers
A wearable app that limits daily exercise for cancer survivors based on their body's recovery signals.
Backed by 3 papers
Technically feasible telehealth-MBCT product in a crowded market, but built almost entirely on a single case-study letter to the editor, making the evidence base too thin to justify the specific population claim.
A highly focused precision medicine tool with strong scientific backing that solves a specific clinical pain point (trial-and-error dosing) for a niche but high-value patient population.
Backed by 6 papers
A diagnostic tool for new teachers to find where expectations from parents and bosses clash.
Backed by 3 papers
A highly focused, low-friction tool that converts academic insights on child-adult dialogue into actionable daily prompts for caregivers.
Backed by 3 papers
A lab service that finds the best probiotic strain for a specific herd of animals to replace antibiotics.
Backed by 3 papers
A tool for farmers to predict the potency of medicinal plants before they are harvested.
Backed by 2 papers
Software that looks at brain scans to tell if a teen's symptoms are caused by ADHD or drug use.
Backed by 6 papers
A tool that alerts the siblings of a newly diagnosed ADHD adult to get checked for related physical health risks.
Backed by 2 papers
A high-utility compliance and procurement tool that leverages a consolidated mechanistic framework to quantify infrastructure impact, though it faces a steep climb in establishing a market-standard 'score' that regulators actually recognize.
Backed by 4 papers
A bedside screen for people in labor that shows a realistic timeline of their progress toward active labor.
A tool that shows different versions of the same documentation depending on if the reader is a developer or a user.
A tracker for parents of sick children that triggers a request for professional help when care hours get too high.
A control panel for company admins to decide how much an AI assistant can do without a human's approval.
Backed by 3 papers
A technically credible concept grounded in one solid case study, but the market is narrow, the supply-side (convincing pilot plants to share live data) is the real unsolved problem, and the evidence base is too thin to de-risk commercial viability.