Ideas catalog
Every idea we've derived from recent research — the ones marked “Prototype” come with a live demo you can try.
A high-utility, low-friction diagnostic service that solves a specific technical blind spot in no-till farming by splitting soil samples by depth.
A highly focused, evidence-backed valorization play that turns a costly waste stream into a high-value clean-label ingredient using a specific, documented microbial strain.
A highly focused, high-utility triage tool that converts complex astrophysical posteriors into actionable operational decisions for expensive telescope assets.
A highly specialized deployment tool for haptic robotics that applies a bicriteria scheduler to solve the critical tension between millisecond latency and system reliability.
Backed by 2 papers
A pragmatic, high-utility clinical protocol that shifts GLP-1 prescribing to specialists to accelerate kidney protection, though it functions more as a consultancy/workflow tool than a proprietary product.
Backed by 2 papers
A focused, high-utility tool that transforms a theoretical security rubric into a practical B2B certification standard for the emerging MCP ecosystem.
Backed by 2 papers
A highly focused, low-risk B2B service that converts a specific lab finding into a high-value certification wedge for a niche but critical industrial maintenance pain point.
A testing service that verifies herbal products contain the correct plant species and strength.
Ready-to-use lesson packs that help adult English learners fix specific pronunciation mistakes.
A service for hospitals to track how long labor takes and see if delays lead to more complications.
A tablet app that helps stroke patients practice specific daily tasks they struggle with due to vision loss.
An app for shrimp and crab farms that flags when larvae are growing slower than they should.
Backed by 3 papers
A tool that writes accurate product descriptions for rare items using a store's own technical data.
Backed by 2 papers
An image-recognition tool to identify tiny crustacean larvae in ship ballast water for environmental monitors.
A highly focused utility that solves a documented failure point in E2E voting by replacing manual transcription with OCR, maintaining the system's privacy guarantees while increasing verification rates.
A library of fossil ages and dates that can be plugged directly into evolutionary tree software.
A highly focused, scientifically grounded verification tool that solves a specific technical pain point in the high-growth biodiversity credit market.
Backed by 2 papers
A tool for researchers to step inside a recorded VR session while teammates watch the data on a screen.
Backed by 4 papers
A two-minute gambling risk check for young adults with ADHD to catch problem betting early.
Backed by 2 papers
A highly focused, evidence-backed operational tool that solves a specific systemic failure point (the age-18 cliff) with a clear ROI for health systems.
Backed by 2 papers