Honeydue vs Reflexivity (formerly TOGGLE AI)

Honeydue is a user-friendly finance app specifically designed for couples to collaboratively manage their finances. The app offers a shared view of financial accounts, allowing partners to understand and engage in their financial well-being together. With Honeydue, you can argue less and save more by choosing exactly what information to share with your partner.

Couples testify to the app's success, claiming it's the best finance app for working together, helping them save for big goals, and providing a comprehensive view of their finances without needing to log into multiple accounts. Popular publications like Apple, Google, Forbes, Wall Street Journal, and Time have highlighted Honeydue's unique features, which include an in-app chat for discussing bills and transactions and the ability to comment on expenses with social-media-style interactions.

Honeydue is also expanding its services with the upcoming Joint Banking program, for which interested users can join a waitlist.

Reflexivity bundles licensed market data, filings, and research agents into one workspace for asset managers, hedge funds, and other institutional teams. Knabble, Inc. operates the product; visiting toggle.ai redirects to reflexivity.com, where sales demos gate access rather than self-serve signup.

Unlike consumer finance chatbots, Reflexivity pulls feeds from S&P Global, LSEG Datastream, Cboe, Nasdaq, Dow Jones, Benzinga, EDGAR, and other licensed providers with no separate data contracts. Its Deep Research agents write and execute Python against those feeds, and the platform is engineered to flag uncertainty rather than guess when source data is missing.

Six modules cover the core workflow: Deep Research for autonomous code-driven analysis, a Knowledge Graph for relationship mapping, Portfolio Insights with real-time alerts, Scenario Analysis with 50+ years of history, Document Intelligence for filings and transcripts, and Smart Screening across 40,000+ global securities. Platform access and API integration both route through contact sales, not listed plan prices.

The leadership team includes former Lombard Odier portfolio managers Jan Szilagyi (CEO) and Giuseppe Sette (President), plus technologists from Kensho and other fintech firms. Backers listed on the site include SoftBank, General Catalyst, Greycroft, MUFG, and Interactive Brokers.