Launch: Rivellium – AI-powered multi-asset investing with real SMB cashflow

We’re building Rivellium, an AI-powered multi-asset investment platform that gives people access to real-economy yield — specifically from verified SMBs and income-producing companies.

Most investment platforms focus on public markets or crypto. Meanwhile, the majority of real, stable cashflow sits in small and medium businesses. The problem is that this sector is extremely fragmented, opaque, and hard to underwrite. Investors don’t know how to evaluate these companies, and SMBs rarely get efficient access to capital.

What Rivellium does

Uses AI models to analyze SMB financials, cashflow stability, and risk.

Normalizes raw business data (bank transactions, revenue, expenses).

Runs automated verification and compliance checks.

Lets users invest in SMBs and public assets through a unified interface.

Tracks performance with transparent metrics instead of “marketing charts.”

Why we’re building this

We think it should be as easy to invest in a profitable local business as it is to buy an ETF. But for that to work, data needs to be standardized, risks quantified, and the whole process simplified to a few clicks.

Tech stack

Python + FastAPI backend

AI models for time-series cashflow forecasting and risk scoring

Financial data ingestion + normalization layer

Automated KYC/AML pipeline

Multi-asset investment engine (SMBs + public markets)

Link

https://www.rivellium.com

Happy to answer questions or get feedback on the approach, especially from people who have worked in fintech, underwriting, or marketplace design.