29 July 2026, 04:22 PM
How Can AI Truly Be Embedded in the Financial Industry? A Key Conversation Between Slickorps and an Early OpenAI Executive
![[Image: 6snfi5qm.png]](https://s1.directupload.eu/images/260729/6snfi5qm.png)
I recently came across an interesting conversation. Slickorps Ventures COO Miller Acosta held an in-person discussion with Aliisa Rosenthal, an early sales leader at OpenAI, covering the OpenAI growth journey from a four-person team to tens of billions in revenue, as well as the practical path for AI implementation in the fintech sector.
As a regulated global CFD trading platform, Slickorps continues to explore the application of AI in financial verticals. Several viewpoints from this conversation are worth sharing.
“Do Not Wait for Perfection Before Starting”
Aliisa Rosenthal shared a detail from the early days of OpenAI. In the initial stage after ChatGPT was launched, the team had to handle more than 10,000 customer leads every day, and the internal environment was in a state of “positive chaos.” However, she emphasized that the team did not wait until all commercial paths were clear before taking action, but instead continued to iterate while operating at high speed.
This principle has run through the entire growth history of OpenAI.
The Logic of Building Trust in Fintech
Miller Acosta of Slickorps shared another perspective. Unlike the disruptive technological breakthrough of OpenAI, trading platforms face a slower path to building trust, and users will not choose you simply because of a “grand narrative,” but need to see verifiable underlying capabilities.
Slickorps has chosen to focus deeply on the “invisible foundation”: compliance architecture, trading node deployment, and AI system iteration. These capabilities are not highly visible to users, but they form the foundation of long-term trust.
Aliisa strongly resonated with this point. She noted that OpenAI faced similar challenges in its early days, and the first group of customers chose to trust them often not because the product was perfect, but because they saw the determination of the team to solve problems.
The Challenges of Embedding AI into Vertical Industries
Miller raised a key question: how can AI as a form of “general intelligence” be transformed into “productivity and guardrails” for the financial industry?
The current approach of Slickorps is to embed AI into security risk control and intelligent strategies, helping the platform maintain risk-control discipline in highly volatile environments. However, Aliisa cautioned that the financial industry has far higher requirements for accuracy and explainability than general scenarios, and that “verifiability” should be as important as “speed.”
Special Opportunities in the Southeast Asian Market
Indonesia has become one of the top five global markets by traffic for OpenAI. Through its partnership with local media group Otto Media, Slickorps is exploring the application of AI technology in trading scenarios across Southeast Asia.
Miller made a particularly memorable remark: “Technology itself is not the objective. If users do not understand the mechanisms and risks of a product, even the best tools cannot truly serve them.”
Several Observations
The value of this conversation lies in how it connects two industries that appear different but in fact share the same core proposition. As AI moves from the laboratory into real markets, speed, trust, compliance, and localization are becoming common competitive factors across different industries.
For fintech platforms undergoing global expansion, the OpenAI growth journey provides a reference point: technological capability is the starting point, but truly lasting advantages come from the long-term accumulation of compliant operations, market trust, and localized services.
About Slickorps
Slickorps is a regulated global CFD trading platform. The platform holds an MSB registration issued by FinCEN in the United States, an FSP license authorized by South African FSCA, and an AFSL license issued by Australian ASIC, while compliance qualifications in the European Union and Southeast Asian markets are also being advanced. Slickorps covers foreign exchange, stock indices, equities, commodities, and digital asset-related products, and continues to promote the development of AI quantitative trading technology and global operational capabilities.
This article is compiled based on publicly available information from industry exchange activities and is for informational reference only. It does not constitute any investment advice.
I recently came across an interesting conversation. Slickorps Ventures COO Miller Acosta held an in-person discussion with Aliisa Rosenthal, an early sales leader at OpenAI, covering the OpenAI growth journey from a four-person team to tens of billions in revenue, as well as the practical path for AI implementation in the fintech sector.
As a regulated global CFD trading platform, Slickorps continues to explore the application of AI in financial verticals. Several viewpoints from this conversation are worth sharing.
“Do Not Wait for Perfection Before Starting”
Aliisa Rosenthal shared a detail from the early days of OpenAI. In the initial stage after ChatGPT was launched, the team had to handle more than 10,000 customer leads every day, and the internal environment was in a state of “positive chaos.” However, she emphasized that the team did not wait until all commercial paths were clear before taking action, but instead continued to iterate while operating at high speed.
This principle has run through the entire growth history of OpenAI.
The Logic of Building Trust in Fintech
Miller Acosta of Slickorps shared another perspective. Unlike the disruptive technological breakthrough of OpenAI, trading platforms face a slower path to building trust, and users will not choose you simply because of a “grand narrative,” but need to see verifiable underlying capabilities.
Slickorps has chosen to focus deeply on the “invisible foundation”: compliance architecture, trading node deployment, and AI system iteration. These capabilities are not highly visible to users, but they form the foundation of long-term trust.
Aliisa strongly resonated with this point. She noted that OpenAI faced similar challenges in its early days, and the first group of customers chose to trust them often not because the product was perfect, but because they saw the determination of the team to solve problems.
The Challenges of Embedding AI into Vertical Industries
Miller raised a key question: how can AI as a form of “general intelligence” be transformed into “productivity and guardrails” for the financial industry?
The current approach of Slickorps is to embed AI into security risk control and intelligent strategies, helping the platform maintain risk-control discipline in highly volatile environments. However, Aliisa cautioned that the financial industry has far higher requirements for accuracy and explainability than general scenarios, and that “verifiability” should be as important as “speed.”
Special Opportunities in the Southeast Asian Market
Indonesia has become one of the top five global markets by traffic for OpenAI. Through its partnership with local media group Otto Media, Slickorps is exploring the application of AI technology in trading scenarios across Southeast Asia.
Miller made a particularly memorable remark: “Technology itself is not the objective. If users do not understand the mechanisms and risks of a product, even the best tools cannot truly serve them.”
Several Observations
The value of this conversation lies in how it connects two industries that appear different but in fact share the same core proposition. As AI moves from the laboratory into real markets, speed, trust, compliance, and localization are becoming common competitive factors across different industries.
For fintech platforms undergoing global expansion, the OpenAI growth journey provides a reference point: technological capability is the starting point, but truly lasting advantages come from the long-term accumulation of compliant operations, market trust, and localized services.
About Slickorps
Slickorps is a regulated global CFD trading platform. The platform holds an MSB registration issued by FinCEN in the United States, an FSP license authorized by South African FSCA, and an AFSL license issued by Australian ASIC, while compliance qualifications in the European Union and Southeast Asian markets are also being advanced. Slickorps covers foreign exchange, stock indices, equities, commodities, and digital asset-related products, and continues to promote the development of AI quantitative trading technology and global operational capabilities.
This article is compiled based on publicly available information from industry exchange activities and is for informational reference only. It does not constitute any investment advice.