Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
An analytics tool for health agencies to see if racial gaps in ADHD care are caused by getting into the clinic or staying in care.
Backed by 3 papers
A bedside app that tells medical teams how to set up a ventilator immediately after intubation.
Backed by 2 papers
A monitoring tool that warns cloud teams weeks in advance before their servers run out of space or speed.
Backed by 2 papers
A system that reads chemistry journals and turns complex chemical properties into a searchable database.
Backed by 4 papers
A tool that looks at how an analyst explored data and suggests a structured layout for their final report.
Backed by 3 papers
A high-utility clinical tool that addresses a specific, evidence-backed diagnostic failure point in the rapidly growing adult ADHD telehealth market.
Backed by 4 papers
A high-utility application of a multimodal foundation model that solves the 'blank page' problem in pathology reporting without requiring disease-specific training data.
A biopsy test that identifies if a tumor is hiding from the immune system to help pick the right therapy.
A service that connects design teams with paid experts who have lived experience relevant to the product being built.
A high-value, specialized intelligence tool that solves a genuine pain point for multinationals in Greater China by moving beyond keyword counts to discourse analysis.
Backed by 2 papers
A highly specialized, technically sound SDK that leverages a specific mathematical family of codes to solve a real-world physics problem in satellite telemetry.
Backed by 3 papers
A pragmatic, index-based predictive tool for EV tire wear that cleverly pivots from unreliable absolute emission data to relative fleet benchmarking to drive regulatory compliance and cost savings.
Backed by 8 papers
A highly focused, evidence-backed audit service that converts a known medical ambiguity (sterile vs. infectious URTI) into a tangible facility remediation project for elite swim programs.
Backed by 2 papers
A school screening tool that uses a step-test and BMI to find children who are both overweight and unfit.
Backed by 3 papers
A sharp, pedagogically grounded tool that converts diagnostic data into actionable 'cognitive conflict' tasks to break stable misconceptions.
Backed by 4 papers
A high-performance photonic chiplet targeting AI fabrics with a strong technical foundation in mode-division multiplexing, though it faces significant adoption hurdles due to the lack of standardized MDM fiber.
Backed by 6 papers
A detailed test for breast biopsies with unclear results to decide if a patient should get a specific drug.
Backed by 2 papers
A focused, psychometrically-backed screening tool for university student success programs that identifies students lacking reading metacognition for early intervention.
A simulation service that tests small quantum circuits for errors before they are run on real hardware.
Backed by 2 papers
A high-impact accessibility tool that solves a specific, documented pain point for BLV data professionals, though it faces a challenging B2B sales motion.