Moda
Moda is the reliability & monitoring layer for agents. It surfaces patterns across agent hallucinations, laziness, forgetfulness, and tool call failures. While also providing analytics on user frustration, net promoter score, retention, and churn rates. In the next 10 years, with more AI agents spawning and trying to get PMF, developing an agent that actually works for users is critical. Everyone has access to the same models, thus the ones that win on a product level will be the ones who learn
Y Combinator
yc-company-directory #5876Moda is the reliability & monitoring layer for agents. It surfaces patterns across agent hallucinations, laziness, forgetfulness, and tool call failures. While also providing analytics on user frustration, net promoter score, retention, and churn rates. In the next 10 years, with more AI agents spawning and trying to get PMF, developing an agent that actually works for users is critical. Everyone has access to the same models, thus the ones that win on a product level will be the ones who learn
sourceModa is classified as AI agents from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.
Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.
Companies similar to Moda
A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.
Payflow
match 49Building Luca: an AI FP&A analyst providing executives with AI-powered financial insights, analytics, detailed reporting, planning and forecasting. Luca enables companies to save tens of thousands of dollars and 400+ hours per year, while getting critical business value from week one. Level-3 autonomy for FP&A. Learn more: https://payflow.ai
shared product terms: while, provid, analytic, year; shared affiliation: Y Combinator
Nowadays
match 41Nowadays is the AI-native platform for corporate meetings and events. Our AI doesn't just assist planners – it does the work. It emails and calls venues, negotiates rates in 22 languages, parses 50-page hotel proposals into clean apples-to-apples comparisons, and surfaces unmanaged meeting spend across your entire org. We work with companies ranging from ones planning one epic company kickoff a year to ones running thousands of meetings through the platform annually. Clients include Google, Airb
shared product terms: surface, call, rate, year; shared affiliation: Y Combinator
CredKin
match 40InstaKin's purpose-driven remittance model is reimagining the future of FinTech for migrant families. The team, led by Yasir Shirazi has developed a best-in-class remittance product that grants access to funds for families across diasporas in a safe & convenient manner while providing significant rewards. Instakin achieved 20K users in 2021 and reached $1.2m in GMV. The company is backed by Antler, Y Combinator, Magic Fund, and several strategic angels.
shared product terms: model, develop, acces, while
Agnost AI
match 38Agnost AI helps teams building chat and voice AI agents understand what users want, where they get stuck, and why they drop off. We read production AI conversations, cluster recurring intents, feature requests, frustration, and failure patterns, then open PRs against prompts, tools, and harnesses to improve the agent.
shared extracted concept terms: frustration; shared product terms: frustration, failure, pattern; same category: AI agents; shared affiliation: Y Combinator
Synphony
match 36Strawberry farming is a $3B industry in California alone with 60% labor cost using 40-year old software. Synphony provides strawberry picking robots and software services including: bed-level analytics, data pipeline integration, and agentic solutions. Synphony's "side hustle" is selling data, evals, and viral demos to robot foundation labs while building capacity for general robot deployments. We've started with strawberry farming for great margins and outdoor data moat, but also received reque
shared product terms: while, analytic, year, level; same category: AI agents; shared affiliation: Y Combinator
Fed10
match 28Fed10 is a legislative consulting firm staffed by AI agents. We monitor every bill across the U.S., flag threats to your business, and deliver actionable insights — the same work a $500/hr policy consultant does, but in seconds instead of days. Built by three ex-lobbyists who passed legislation together.
shared product terms: monitor, same, who; same category: AI agents; shared affiliation: Y Combinator