Ecomerate vs Catalyst (catalyst.app): Thesis Research vs AI Trading Workflows (2026)

What Catalyst Does

Catalyst is built by Catos Labs, founded in 2025 by Justin Zheng and Dylan Iskandar. On October 8, 2026 it announced a $30 million seed round led by Sequoia. It calls itself the intent layer for all of finance. You describe a thesis in plain English, and its agents build a visual workflow, monitor real-time signals, and execute actions automatically. You set the budget, strategy, and execution conditions in advance, and you can pause or change a strategy at any time. Sequoia's announcement also mentions alerts, quick trades, portfolio tracking, and backtesting.

Money moves through a non-custodial wallet. You can deposit with Apple Pay, a card, or crypto, and withdrawals are currently stablecoin-only. Its terms let you delegate signing to an agent within limits on transaction type and amount. They also warn that agents may misinterpret your instructions and that you can lose your entire investment.

What Ecomerate Does

Ecomerate keeps the thesis and checks it. You text it why you own a company, and it remembers that reason. When a new 10-Q, 8-K, or earnings release arrives, it reads the document against what you said and texts first if the case changed. Ask where a claim came from and it names the filing, release, or note so you can open it.

It does not hold funds. Text it your positions and it uses them in answers, alerts, and routines, and in the same thread it can screen by text, send live US quotes and charts, or write a research note as a PDF. Coverage focuses on supported US equities and ETFs. Brokerage connections and automated trading are coming soon.

Acting on a Thesis vs Auditing It

Catalyst's workflows react to signals such as price, news, social activity, and sentiment. Those signals are fast and often noisy, and a workflow that executes automatically is only as good as the conditions you wrote for it.

Ecomerate's job is narrower and slower. For long-term holders of US companies, the facts that confirm or break a thesis are often in the company's own documents: a lowered guidance range, a new risk factor, a change in segment reporting. Ecomerate reads those documents against the reason you gave and tells you, with a citation, when the reason no longer holds.

Using Both

If a Catalyst strategy trades tokenized shares of a US company, Ecomerate can watch that company's filings and earnings and text you when the underlying story changes. Catalyst runs the strategy, and Ecomerate tells you whether the reason for the position still stands.