Ideas catalog
Every idea we've derived from recent research — each with a live, interactive prototype you can try.
A drug that mimics the fast-acting antidepressant and neuroplasticity effects of psychedelics by directly binding the BDNF receptor TrkB at high affinity, without activating serotonin 5-HT2A receptors and thus without hallucinations.
Pharmaceutical / CNS Drug Development
Backed by 2 papers
A diagnostic test to identify patients who are likely to be resistant to GLP-1 receptor agonist (GLP-1RA) weight-loss drugs based on SLC25A45 genetic variants or expression levels.
Endocrinologists and obesity clinics can use this to personalize treatment plans for patients prescribed GLP-1RAs (e.g., Semaglutide), ensuring the drug is only administered to those biologically capable of the required fuel-switching to fatty acid oxidation.
Backed by 2 papers
A specialized professional certification and training program for psychologists and psychiatrists to deliver 'manualized' psychedelic-assisted therapy, focusing on the preparatory and integrative sessions required to make these substances clinically effective.
Psychiatric clinics and private practice therapists who need to offer evidence-based psychedelic treatments as they become legal, ensuring they follow the rigorous protocols used in clinical trials to avoid adverse events.
Backed by 5 papers
A breeding service and certified seed line that uses the newly identified single dominant resistance gene to restore popular but disease-susceptible climbing bean cultivars like Umubano (G2333) with built-in Fusarium wilt resistance.
Agricultural seed development and certified bean seed supply for smallholder farming systems in East Africa
A preclinical testing tool using an electro-typodont and simulated physiological environments to predict how aligner materials will perform after prolonged oral exposure.
R&D departments of dental material companies and medical device regulators.
Backed by 3 papers
A DNA marker test and backcross breeding service that lets seed companies quickly move a single dominant Fusarium-wilt resistance gene into popular but susceptible climbing bean varieties like Umubano (G2333).
Seed breeding and agricultural development — accelerated disease-resistance trait introgression in common beans for smallholder food-security markets in East Africa.
A structured addiction treatment service combining two supervised psilocybin sessions with motivational enhancement and cognitive-behavioral therapy, targeting AUD patients where the clinical trial cut heavy drinking days from 23.6% to 9.7% over 32 weeks.
Addiction medicine / substance use disorder treatment
Backed by 4 papers
A standardized testing and certification service that quantifies leachable compounds from aligner materials and gives clinicians a cumulative-exposure safety profile per product.
Materials safety certification for dental device manufacturers and regulators
Backed by 2 papers
A data service that maps where produced-but-not-yet-emitted HCFCs and HFCs are 'banked' in installed equipment (fridges, AC units, foams) by region and life-cycle stage, so refrigerant recovery projects can target the highest-impact stockpiles and generate verifiable carbon credits.
Carbon credit project development and refrigerant recovery/destruction
A companion diagnostic that uses SLC25A45 genetic variants and plasma trimethyllysine-to-carnitine ratios to predict whether a patient will lose adipose tissue on GLP-1 receptor agonist therapy (e.g., semaglutide, tirzepatide) before expensive treatment begins.
Precision medicine / companion diagnostics for GLP-1RA obesity therapy
Backed by 2 papers
A plug-in for CBCT/orthodontic imaging platforms that automatically stages midpalatal suture maturation by fusing CBCT scans with routine clinical indicators, giving clinicians a standardized, reproducible maturation grade.
Orthodontic diagnostic imaging and treatment-planning software
Backed by 2 papers
A registry platform that aggregates routine-care orthodontic outcomes (appliance, indication, duration, visits, success) so clinics and health systems can benchmark performance and run cost-effectiveness analyses against real-world norms rather than ideal trial data.
Public health systems and dental insurance analytics
Backed by 3 papers
A dedicated clinic network delivering the phase-3-validated MDMA-assisted therapy protocol for severe, treatment-resistant PTSD in veterans and first responders, targeting patients with comorbidities who fail existing treatments.
Veterans healthcare / specialized PTSD treatment
A breeding and certified-seed service that uses a single dominant resistance gene to restore beloved but disease-abandoned bean cultivars like Umubano (G2333) to Fusarium-wilt resistance through fast backcross breeding and DNA marker selection.
Agricultural seed breeding and certified seed distribution for smallholder legume farming
A software toolkit that uses fractional-order differential equations to model the 'memory effects' in vibrating, aging machinery—capturing wear and material fatigue more accurately than standard models so factories can predict failures earlier.
Industrial predictive maintenance for rotating and structural machinery (manufacturing, energy, heavy industry)
A cloud translation service built on the attention-only Transformer architecture that delivers higher-quality machine translation while training and scaling far faster than older recurrent systems.
Enterprise software localization and real-time multilingual customer communication
A middleware layer that wraps any existing LLM (without retraining it) in typed action handles, validators, rollback paths, and authority scopes, then emits auditable certificates proving the agent's operational reliability. It makes off-the-shelf models safer and more capable by redesigning the world around them, not the weights inside them.
Enterprise AI agent governance and reliability assurance — specifically wrapping code-editing agents and RAG assistants with certifiable validation, authority control, and audit trails.
A planning tool for HVAC service firms and appliance recyclers that prioritizes which end-of-life equipment to recover refrigerants from first, based on the climate value of the trapped fluorocarbons.
HVAC servicing and appliance/equipment recycling
A field-deployable diagnostic and monitoring service that combines rapid parasite identification with seasonal risk forecasting, helping freshwater fish farms and fisheries in tropical regions detect and control parasitic infections before they spread.
Freshwater aquaculture health management and fisheries food-safety surveillance in tropical regions
A digital coaching app that maps a user's current life challenges onto Erikson's eight psychosocial stages, then delivers personalized guidance, reflection prompts, and milestone tracking to help people navigate identity crises across the lifespan.
Digital mental wellness and self-development coaching, with a secondary clinician-support tool for therapists