Sofiane ToudjiJun 14, 2026
Building Molas: An AI Financial Advisor for Complex Finances 📈
Building Molas: An AI Financial Advisor for Complex Finances 📈
Sofiane Toudji
Molas is an AI-powered financial advisor designed for individuals with complex financial situations, such as mortgages and concentrated stock portfolios. The tool aggregates financial data to provide proactive, personalized advice and strategic decision-making support.
Building Molas: An AI Financial Advisor for Complex Finances 📈
Sofiane Toudji
Molas is an AI-powered financial advisor designed for individuals with complex financial situations, such as mortgages and concentrated stock portfolios. The tool aggregates financial data to provide proactive, personalized advice and strategic decision-making support.
Chapters
00:00
Introduction to Molas
Overview of the AI financial advisor platform
00:10
Target Audience
00:21
Platform Demo
00:54
Interactive Q&A
01:16
Technical Architecture
01:28
Mission Statement
Transcript
00:02
Today I built Molas from scratch.
00:04
Molas is an AI financial advisor for people who spend some financial lifestyle too complex for a typical budget app.
00:10
So people who have Stockholm RFPs, mortgages, taxes and all that kind of stuff, it's not about finding $50 to save a month.
00:18
It's about decisions that can shape your financial exposure.
00:21
so let's look at Neera here.
00:22
She's a Bay Area engineer with concentrated Nvidia graph.
00:27
She has a home mortgage.
00:28
and just concerned that the market may turn against trust, we connected all of our accounts and financial picture into the tool and here we're on the welcome page.
00:38
So it's all dynamically driven by storm.
00:41
Content is organized around what matters worse for matter, I mean a piece of aggregated characters and you can see at the bottom that there's even some proactive elements that the agent thinks you should not ignore.
00:54
And also ask anything here.
00:56
So I'm going to ask about what the sellout strategy should be and we'll get a response back from the model that is Supervix with all kinds of details, interactive and all that is again driven by clouds, and connected into the actual data.
01:16
We are, so the way this works is with an agent in the background that is similar to how cloud code operates with a bunch of tools and kind of like a long live loop.
01:28
So the goal is simple.
01:29
Get people who are already doing well but don't have a private wealth team access to careful, attractive and personal financial advice.
01:37
I, started this today and I'm excited to keep going.
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