Ideas Lab
Real problems people complain about online, pulled every morning and scored out of 100. Build, validate, or skip. How scoring works
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- 6h ago
Genomic data interpretation tools for researchers
Researchers need software to analyze and extract insights from large-scale genomic datasets, but existing tools are expensive, fragmented, or require deep bioinformatics expertise. AI can now help synthesize analyses and make genomic insights more accessible.
YC Graveyard7y agoToolHealthcare
Banking access for gig/informal workers in emerging markets
Gig workers in developing countries lack formal banking, making it hard to save, receive payments, or access credit. Digital banking via mobile could solve this if done right for unbanked populations.
YC Graveyard9y agoToolFintech
Fragmented Beauty Services Discovery and Booking
Consumers struggle to find, book, and pay for beauty services (nails, hair, massage) conveniently without navigating multiple apps or calling salons. Solo builders can now create lean booking platforms with Stripe payments and AI-powered stylist matching.
YC Graveyard11y agoToolProductivity
Decentralized platform for independent authors to publish and sell books
Booktrope built a software platform enabling independent authors to self-publish and sell books without traditional publishers. The core problem—making publishing accessible and profitable for indies—remains real and AI has dramatically changed the economics.
YC Graveyard11y agoTemplateMedia
Data-driven news curation and discovery for publishers
Analytics and insights platform helping publishers understand and optimize their content distribution.
YC Graveyard16y agoToolMedia
Fitness facility and gym management software
B2B software for gyms and fitness centers to manage memberships, classes, and operations.
YC Graveyard16y agoToolSport & Fitness
Fabric sourcing and supply chain management for manufacturers
B2B platform connecting fabric suppliers with manufacturers and brands for textile sourcing.
YC Graveyard16y agoToolE-Commerce
Will my flight have Starlink?
Hey HN, If you’ve been lucky enough to be on a flight with Starlink, you understand the hype. It actually works!However, its availability on flights is patchy and hard to predict. So we built a database of all airlines that have rolled out Starlink (beyond just a trial), and a flight search tool to predict it. Plug in a flight number and date, and we'll estimate the likelihood of Starlink on-board based on aircraft type and tail number.If you don’t have any trips coming up, you can also look up specific routes to see what flights offer Starlink. You can find it here: https://stardrift.ai/starlink .-I wanted to add a few notes on how this works too. There are three things we check, in order, when we answer a query:- Does this airline have Starlink?- Does this aircraft body have Starlink?- Does this specific aircraft have Starlink?Only a few airlines at all have Starlink right now: United, Hawaiian, Alaskan, Air France, Qatar, JSX, and a handful of others. So if an aircraft is operated by any other airline, we can issue a blanket no immediately.Then, we check the actual body that's flying on the plane. Airlines usually publish equipment assignments in advance, and they're also rolling out Starlink body-by-body. So we know, for instance, that all JSX E145s have Starlink and that none of Air France's A320s have Starlink. (You can see a summary of our data at https://stardrift.ai/starlink/fleet-summary, though the live logic has a few rules not encoded there.)If there's a complete match at the body type level, we can confidently tell you your flight will have Starlink. However, in most cases, the airline has only rolled out a partial upgrade to that aircraft type. In that case, we need to drill down a little more and figure out exactly which plane is flying on your route.We can do this by looking up the 'tail number' (think of it as a license plate for the plane). Unfortunately, the tail number is usua
Hacker News6mo agoToolAI
Kita (YC W26) – Automate credit review in emerging markets
Hey HN! We’re Carmel and Rhea, the founders of Kita (https://www.usekita.com/). We automate credit review for lenders in emerging markets using VLMs.In many emerging markets, like the Philippines and Mexico, credit infrastructure is weak. Open finance is still nascent, and credit bureaus are unreliable. So to apply for a loan, lenders rely on borrowers submitting documentation to understand their ability to repay. A borrower can submit financial documents, such as bank statements and payslips, in any format, from pdfs, images of physical documents and screenshots. On top of that, financial documents in these markets are highly unstandardized, with no consistent templates lenders can rely on.Existing OCR and document AI tools break on these highly variant, messy real-world documents. Generic tools are not built for lending workflows like verification, fraud detection, and risk extraction. As a result, credit teams fall back on manual review, making underwriting slower, more expensive, and more error-prone.We met before college and stayed best friends. After graduating, Rhea visited Carmel in the Philippines, where we heard firsthand from fintech operators that document-based underwriting was their biggest pain point. We started building together and tested every OCR and document AI tool we could find. They all failed on the messy real-world documents lenders actually receive, and even when extraction worked, they still could not produce the structured financial data or fraud checks lenders needed.The problem was even bigger than we thought. Across Indonesia, Mexico, the Philippines, South Africa, and even in the US, most of lending can be boiled down to credit analysts looking at documents. In 2025, 13.3T was lended globally, and 90% of those transactions involved document review. This includes in developed markets.Kita uses VLM-based agents to parse documents, detect fraud, and extract underwriting signals from messy financial files. Today, we support
Hacker News6mo agoToolAI
Have you successfully treated forward head posture ("nerd neck")?
I am struggling with regular tension headaches and stiff neck muscles. When standing at a wall, there is about one hand width between the wall and the back of my head. For my partner it's just a finger width.I have seen lots of videos that claim to be able to treat nerd neck, but some of them are conflicting. Example: some say "don't do chin tucks", some say the opposite. I am suspicious of grifters and would like to find trustworthy advice.Has anyone here successfully treated nerd neck, and if yes, how did you do it and what where the improvements that you noticed? I am envisioning some sort of "program" that I need to follow, but I have no idea if I can do this by myself, or if I actually need to go to a physiotherapist.In short: there is a ton of advice out there, but I trust the HN crowd more and would be very happy to hear some anecdotes. Thank you!
Hacker News6mo agoToolAI
DevOps pros need integrated mobile tools for Docker and cloud management
Managing Docker containers, cloud resources, and network diagnostics requires multiple siloed apps on iOS; no unified tool exists for on-the-go oversight.
X6mo agoToolDev
Software teams overburdened by manual QA testing
QA processes are manual, time-consuming, and error-prone, slowing down development without reliable automation.
X6mo agoToolDev
Design systems are too complex for designers
Building and maintaining design systems is overly complicated and time-intensive for design teams.
X6mo agoToolDesign & Creative
Content not indexed in Bing limits AI visibility
Content creators miss out on ChatGPT exposure since it relies on Bing, but getting content indexed properly is difficult and crucial for reach.
X6mo agoToolSEO & Geo
Founders miss Reddit lead opportunities due to manual search overload
Thousands of Reddit posts daily where users seek solutions, but founders waste hours manually searching, miss most opportunities, and risk shadowbans if promoting incorrectly.
X6mo agoToolVC & Startups
Video content creators can't easily translate to 150+ languages with voice cloning
Translating and dubbing videos to multiple languages while preserving the original voice is manual and time-consuming, limiting global audience reach for creators.
X6mo agoToolMedia
Non-native speakers need targeted English grammar drills
Standard language apps lack effective, focused grammar practice drills for non-native speakers seeking fluency.
X6mo agoToolEducation
Teams waste time manually creating API documentation
Complex API endpoints result in poor, non-interactive documentation that teams must manually create, hindering developer experience.
X6mo agoToolDev