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Ross Williamsleft a comment
Congrats on the launch of Universal-3 Pro! In the retirement planning space (Ready Aim Retire), accuracy isn't just a metric; it’s the foundation of user trust. Seeing a model that prioritizes the 'hard stuff' like alphanumerics and disfluencies without needing heavy prompt engineering is a big win for those of us building finance tools. Keep up the excellent work!

AssemblyAI: Universal-3 Pro Streaming The most accurate streaming speech model for voice agents.
Ross Williamsleft a comment
Congrats on the launch! As someone building tools in the retirement space, I’m a huge advocate for anything that reduces fragmentation. It’s hard enough to plan your financial future when your assets are scattered across five different platforms. Well done!

Walme WalletA unified hub for all your Web3 wallets
Ross Williamsleft a comment
Congrats on the launch!! The 'AI ghost license' problem is so real in 2026. It's way too easy for a team to have three different Claude Pro accounts and an API key running on a forgotten test server. It's great that you’re connecting both banking data via Plaid and direct API usage. Would love to know the average 'savings' you're finding for a typical seed-stage startup!
ToolspendTrack AI spend, usage, and cost across tools
Ross Williamsleft a comment
Congrats on the launch, Roger! As a founder currently building in the personal finance space, I love the 'incentivized altruism' model you’ve built here. It solves the ‘ghosting’ problem in deck reviews while supporting great causes. My question: How do you handle the matching logic for specific niches? For instance, if I’m building a complex fintech/retirement tool, can I request reviewers...

Decks For GoodGet fundraising advice when you give to charity
Ross Williamsleft a comment
Very interesting concept! Does it help direct some of your money left over after expenses towards savings and investments?

SuperMoneyYour money stress, solved by AI.
