Member Exclusive, The Quarterly Review

The Quarterly Review: Current’s CTO Trevor Marshall reports on Model-Driven Success

  • Trevor Marshall, Current's CTO, reports success with model-driven deployments that boosted the firm's Paycheck Advance product.
  • Through focused model improvement and heuristic deployment, Marshall's teams enhanced ML infrastructure to better predict payroll timing and significantly improve fraud detection.
close

Email a Friend

The Quarterly Review: Current’s CTO Trevor Marshall reports on Model-Driven Success

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

Notes from the desk: Hello and welcome to The Quarterly Review, where I dive into what executives from some of the best brands in financial services are focusing on in this quarter. In the last year, we have surveyed executives from both banks and fintechs about their intentions and goals for the year.
With the new year, I am excited to bring you another “review” in this series. It’s where we compare the exec’s goals with results and see how well his plans stood the test of time.

Our review articles in this series are an exclusive offering for our TS PRO subscribers. If you want to dive into the juicy stuff and read the details of their labors and fruits —beyond the executive summary below— please consider becoming a TS PRO subscriber.


In this edition we will check back in with Current’s CTO, Trevor Marshall.

Executive Summary

In September of last year, I sat down with Current’s CTO Trevor Marshall to speak about his plans for the rest of 2024. At the time, Marshall was completely focused on continuing to drive the firm’s momentum, as well as optimizing the firm’s underlying technology infrastructure.

In this new year, Marshall is back to report how the firm has done a deep dive into model improvement to reap significant product and performance benefits: 

 i) By focusing on model-driven deployment of features, Current was able to improve the value it delivers to consumers that use its Paycheck Advance. Recently, the firm made it possible for more customers to be approved for the product as well as increase the amount they are able to take home. 

ii) In the transaction risk detection space, Current has been able to improve its AI models through heuristic deployment to significantly improve its model’s performance and curtail the risk of third party fraud. 


The Full Review

The Reviews in The Quarterly Review series are a member-exclusive product. If you would like to keep reading please consider becoming a TS Pro subscriber by clicking below. 

subscription wall for TS Pro

0 comments on “The Quarterly Review: Current’s CTO Trevor Marshall reports on Model-Driven Success”

Payments, The Quarterly Review

The Quarterly Review: Jeff Pomeroy is rewiring PayPal’s global payments stack, and revving up partnerships and VAS

  • In today's story, the spotlight is on a PayPal executive with three decades of payments experience.
  • Paypal’s Pomeroy walks us through his ambitions for platform unification and supercharging the firm’s value added services and partnership impact.
Rabab Ahsan | January 13, 2026
Member Exclusive, The Quarterly Review

The Quarterly Review: Miki Van Cleave makes design a cultural expectation at Chase through process optimization and knocking down silos

  • Last year, Van Cleave set out to strengthen discovery processes and elevate design's presence across departments, learning that breakthroughs come from embracing unexpected customer behaviors and treating constraints as opportunities.
  • Her team delivered measurable impact through "the Quad" partnership model and refined discovery workflows, achieving a 39% conversion boost and 24% no-show reduction on the Meeting Scheduler redesign, while reducing customer complaints by 10% and making discovery a cultural expectation across Chase.
Rabab Ahsan | January 06, 2026
Member Exclusive, The Quarterly Review

The Quarterly Review: Tom Bianco delivers on Newline by Fifth Third’s roadmap with AI tools and dashboard upgrades

  • Newline by Fifth Third’s Tom Bianco aimed to improve the firm’s products, client experience, and brand awareness in April.
  • In this edition, he is back in The Quarterly Review spotlight to report 3 AI-powered launches, 5 dashboard enhancements, and how his technical team came to the forefront in Money 20/20 to represent the firm’s value.
Rabab Ahsan | December 16, 2025
Payments, The Quarterly Review

The Quarterly Review: How Wise’s Scott Viohl is making international payments cool through humor and bold marketing

  • In this edition we focus on Scott Viohl, Regional Marketing Lead for North America at Wise.
  • We delve into how Wise is amplifying awareness, expansion, and engagement through a marketing push in the US.
Rabab Ahsan | October 21, 2025
Payments, The Quarterly Review

The Quarterly Review: How Wise’s Lauren Langbridge aims to accelerate partner growth through infrastructure and talent

  • In this edition, we have Wise's Lauren Langbridge under the spotlight, breaking down how she is driving an expansion in Wise's partnership network this quarter.
  • Langbridge talks about what role talent and product development are playing in catering to partners and what plans the firm has for its B2B2C value proposition.
Rabab Ahsan | September 23, 2025
More Articles