# Varo Bank: AI strategy

Source: https://www.bankingnewsai.com/fintech/varo
Last updated: Oct 15, 2026

*A chartered neobank betting that machine-learning underwriting on its own deposit data, run under a national bank's governance, can turn a decade of losses into profit; a new CEO, CTO and first chief AI officer were installed in 2025.*

## How is Varo using AI?

Varo Bank's AI strategy centres on machine-learning credit decisioning for Varo Advance and the Varo Line of Credit, which underwrite on a customer's own Varo banking history and generated $547 million of lending volume in 2025. Chartered by the OCC in July 2020, Varo runs those models under bank supervision. In 2025 Gavin Michael replaced founder Colin Walsh as CEO and Asmau Ahmed became its first chief AI and data officer. Varo raised $123.9 million in February 2026 while still losing $20.8 million in Q4 2025.

## At a glance

| Field | Value |
| --- | --- |
| Category | Neobank |
| Ticker | Private |
| Founded | 2015 |
| Headquarters | San Francisco, United States |
| Licence and supervision | Full-service national bank (Varo Bank, N.A.), chartered by the Office of the Comptroller of the Currency on July 31, 2020 and opened August 1, 2020; the first all-digital US consumer fintech to hold its own charter, so deposits are FDIC-insured directly rather than through a partner bank. |
| Scale | $547 million of lending volume in 2025 through Varo Advance and Varo Line of Credit; about 5 million customers (March 2025) |

## Flagship platform: Varo Line of Credit (self-learning credit decisioning)

Launched in March 2024, the Line of Credit pre-approves customers for up to $2,000 using proprietary technology that underwrites on their banking history with Varo rather than only their credit score, with daily credit underwriting to reset limits. Varo says the product uses self-learning models to improve its credit-decisioning based on proprietary algorithms, extending loans to customers with reliable Varo histories that traditional scoring would have excluded. ([Varo Bank via PR Newswire](https://www.prnewswire.com/news-releases/varo-bank-introduces-expanded-access-to-credit-and-in-app-budgeting-to-ease-financial-stress-for-cash-strapped-americans-302099010.html), [Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed))

## Key points

- Varo Bank, N.A. received its full-service national bank charter from the OCC on July 31, 2020 and opened on August 1, 2020, the first all-digital nationally chartered consumer bank in the US; the charter means Varo holds deposits and makes loans directly rather than through a sponsor bank.
- Varo Line of Credit, launched March 26, 2024, pre-approves customers for up to $2,000 and underwrites on their banking history with Varo, with daily credit underwriting to set limits; Varo says it uses self-learning models and proprietary algorithms to reach customers that credit scores would exclude.
- Varo's 2025 lending volume through Varo Advance and Varo Line of Credit was $547 million, and the company describes proprietary machine-learning models that supplement traditional credit data as the basis for broader lending access.
- Gavin Michael, former Bakkt CEO and ex-head of technology for Citi's consumer bank, succeeded founder Colin Walsh as CEO in early 2025 and set out a plan to use AI and ML in underwriting for low-dollar loans, fraud prevention and detection, personalisation and customer service.
- Rathi Murthy, previously CTO and president at Expedia, took over Varo's technology unit in March 2025 and said 'Data and AI is our secret sauce'; Asmau Ahmed, who led consumer-trust product management at Google and new technologies at Google X, joined on September 4, 2025 as Varo's first Chief Artificial Intelligence and Data Officer, reporting to the CEO.
- Varo is not yet profitable: its Q4 2025 call report showed a record $38.6 million of adjusted operating income but a net loss of $20.8 million, 16.2% wider than a year earlier; Varo raised $123.9 million in a Series G led by Warburg Pincus and Coliseum Capital on February 2, 2026, after closing only $29 million of a planned $55 million round in February 2025.
- Varo said 2024 brought a 22% rise in revenue, 45% growth in lending with a 38% reduction in losses and a 31% cut in customer-acquisition cost, without disclosing the underlying numbers.

## Timeline

- Feb 2, 2026 — **$123.9 million Series G alongside a Q4 2025 loss** Warburg Pincus and new investor Coliseum Capital Management led the round; Varo reported $547 million of 2025 lending volume. Its Q4 2025 call report showed record adjusted operating income of $38.6 million but a net loss of $20.8 million; two ex-Morgan Stanley and JPMorgan executives joined the board. ([PYMNTS](https://www.pymnts.com/news/investment-tracker/2026/varo-bank-raises-123-9-million-to-fuel-new-stage-of-growth/), [American Banker](https://www.americanbanker.com/news/varo-funding-round-2025q4-call-report))
- Sep 4, 2025 — **Asmau Ahmed becomes first Chief AI and Data Officer** Reporting to the CEO, Ahmed leads company-wide AI and ML efforts; the release says the Line of Credit uses self-learning models for credit decisioning and Michael described Varo as 'an AI-first bank'. ([Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed))
- Jun 11, 2025 — **CTO Rathi Murthy frames responsible AI as the differentiator** Murthy, who took over the technology unit in March 2025, said Varo uses data and AI for underwriting, fraud detection and risk compliance and personalisation, hired a chief architect and an engineering-strategy executive, and plans to apply lessons from Expedia's early OpenAI work. ([Banking Dive](https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/))
- Mar 12, 2025 — **New CEO sets out an AI and ML plan for profitability** Michael told Banking Dive Varo would integrate machine-learning models across the customer life cycle: underwriting for low-dollar loans, fraud prevention and detection, personalised experiences, app curation and customer service. Walsh said Varo had about 5 million customers and was not profitable in 2024 despite 22% revenue growth. ([Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/))
- Feb 19, 2025 — **Series G closes $29 million of a planned $55 million** An SEC filing showed Varo had closed $29 million of a targeted $55 million round; a 2023 round had valued the company at $1.85 billion post-money, down from $2.5 billion in 2021. A spokesperson denied Walsh was forced out. ([TechCrunch](https://techcrunch.com/2025/02/19/after-raising-1-billion-fintech-varo-closes-another-29-million-replaces-founder-ceo/))
- Feb 12, 2025 — **Founder Colin Walsh hands the CEO role to Gavin Michael** Michael, Bakkt's CEO for four years and before that head of technology for Citi's global consumer bank and head of digital at JPMorgan Chase, had taken an operating role at Varo about five months earlier; Walsh stays on the board as a major shareholder. ([American Banker](https://www.americanbanker.com/news/varo-ceo-colin-walsh-taps-gavin-michael-to-replace-him))
- Mar 26, 2024 — **Varo Line of Credit launches with history-based underwriting** Pre-approval up to $2,000 with fixed pricing and no late fees, underwritten on the customer's banking history with Varo rather than only a credit score, with daily credit underwriting to adjust limits; in-app spending insights launched alongside. ([Varo Bank via PR Newswire](https://www.prnewswire.com/news-releases/varo-bank-introduces-expanded-access-to-credit-and-in-app-budgeting-to-ease-financial-stress-for-cash-strapped-americans-302099010.html))
- Jul 31, 2020 — **OCC presents Varo Bank, N.A. its national charter** Acting Comptroller Brian Brooks presented the full-service national bank charter; the bank opened on August 1, 2020, the first of 'a new generation of banks that are born from innovation and built on technology'. ([Office of the Comptroller of the Currency](https://www.occ.gov/news-issuances/news-releases/2020/nr-occ-2020-99.html))

## Where AI runs

| Use case | What | Status | Detail | Sources |
| --- | --- | --- | --- | --- |
| [Credit scoring & underwriting](https://www.bankingnewsai.com/ai-regulation/by-use-case#credit-underwriting) | Varo Line of Credit decisioning | In production | Self-learning models and proprietary algorithms underwrite on the customer's Varo banking history, with daily underwriting to set limits up to $2,000. | [Varo Bank via PR Newswire](https://www.prnewswire.com/news-releases/varo-bank-introduces-expanded-access-to-credit-and-in-app-budgeting-to-ease-financial-stress-for-cash-strapped-americans-302099010.html), [Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed) |
| [Credit scoring & underwriting](https://www.bankingnewsai.com/ai-regulation/by-use-case#credit-underwriting) | Varo Advance small-dollar lending | In production | Proprietary machine-learning models supplement traditional credit data to broaden access to the Advance product; Advance and the Line of Credit together produced $547 million of 2025 lending volume. | [PYMNTS](https://www.pymnts.com/news/investment-tracker/2026/varo-bank-raises-123-9-million-to-fuel-new-stage-of-growth/) |
| [Fraud detection](https://www.bankingnewsai.com/ai-regulation/by-use-case#fraud) | ML fraud prevention and detection | In production | The chief AI officer said in September 2025 that Varo applies machine learning to fraud prevention and detection today; the CTO lists fraud detection and risk compliance among the live uses of data and AI. | [Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed), [Banking Dive](https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/) |
| [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai) | Personalised customer experiences | Rolling out | The CEO's 2025 plan applies AI and ML to data-driven personalisation across channels and in-app curation; the CTO says personalisation is being incorporated across the customer journey. | [Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/), [Banking Dive](https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/) |
| [Customer-facing chatbots](https://www.bankingnewsai.com/ai-regulation/by-use-case#customer-chatbots) | AI-enhanced customer service | Announced | Michael named enhanced customer service as a target area for AI and ML in March 2025; no live assistant or metrics have been disclosed. | [Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/) |
| [AI governance (general)](https://www.bankingnewsai.com/ai-regulation/by-use-case#governance-general) | Responsible-AI foundation | Rolling out | Murthy said establishing a foundation for responsible AI is essential and that Varo does not adopt new technology without meaningful customer impact; Ahmed's remit covers 'responsible and customer-focused' AI company-wide. | [Banking Dive](https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/), [Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed) |

## Disclosed numbers

| Measure | Value | As of | Sources |
| --- | --- | --- | --- |
| 2025 lending volume (Varo Advance + Line of Credit) | $547 million | Dec 31, 2025 | [PYMNTS](https://www.pymnts.com/news/investment-tracker/2026/varo-bank-raises-123-9-million-to-fuel-new-stage-of-growth/) |
| Customers | about 5 million | Mar 12, 2025 | [Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/) |
| Q4 2025 call report | adjusted operating income $38.6 million (record, +7.7% YoY); net loss $20.8 million (16.2% wider) | Dec 31, 2025 | [American Banker](https://www.americanbanker.com/news/varo-funding-round-2025q4-call-report) |
| Series G growth investment | $123.9 million, led by Warburg Pincus and Coliseum Capital Management | Feb 2, 2026 | [PYMNTS](https://www.pymnts.com/news/investment-tracker/2026/varo-bank-raises-123-9-million-to-fuel-new-stage-of-growth/) |
| 2024 operating metrics (company-stated, no base figures) | revenue +22%; lending +45% with losses down 38%; customer-acquisition cost down 31% | Dec 31, 2024 | [Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/), [American Banker](https://www.americanbanker.com/news/varo-ceo-colin-walsh-taps-gavin-michael-to-replace-him) |
| Valuation | $1.85 billion post-money (2023 round), down from $2.5 billion (2021 Series E); over $1 billion raised since 2015 | Feb 19, 2025 | [TechCrunch](https://techcrunch.com/2025/02/19/after-raising-1-billion-fintech-varo-closes-another-29-million-replaces-founder-ceo/) |
| Line of Credit limit | pre-approval up to $2,000, fixed pricing, no late fees | Mar 26, 2024 | [Varo Bank via PR Newswire](https://www.prnewswire.com/news-releases/varo-bank-introduces-expanded-access-to-credit-and-in-app-budgeting-to-ease-financial-stress-for-cash-strapped-americans-302099010.html) |

## Quotes

> "Today we are applying machine learning for underwriting, as well as fraud prevention and detection." — Asmau Ahmed, Chief Artificial Intelligence and Data Officer, Sep 4, 2025 ([Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed))

> "Asmau is an industry leader in data science and AI, and I'm excited that she'll continue advancing Varo Bank as an AI-first bank and drive innovation to improve the financial lives of everyday Americans." — Gavin Michael, Chief Executive Officer, Sep 4, 2025 ([Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed))

> "Data and AI is our secret sauce." — Rathi Murthy, Chief Technology Officer, Jun 11, 2025 ([Banking Dive](https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/))

> "And it's the charter that enables how our business operates. And that's something that is the secret weapon that allows us to be able to serve everyday Americans." — Gavin Michael, Chief Executive Officer, Mar 12, 2025 ([Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/))

## Who runs AI

- **Gavin Michael** — Chief Executive Officer (since 2025; previously CEO of Bakkt) ([American Banker](https://www.americanbanker.com/news/varo-ceo-colin-walsh-taps-gavin-michael-to-replace-him), [Banking Dive](https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/))
- **Asmau Ahmed** — Chief Artificial Intelligence and Data Officer (since September 2025; formerly Google X and Google consumer-trust product management) ([Varo Bank via Business Wire](https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed))
- **Rathi Murthy** — Chief Technology Officer (since March 2025; formerly CTO and president, Expedia) ([Banking Dive](https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/))
- **Colin Walsh** — Founder and board member (CEO 2015-2025) ([American Banker](https://www.americanbanker.com/news/varo-ceo-colin-walsh-taps-gavin-michael-to-replace-him))

## Regulators it answers to

- [OCC](https://www.bankingnewsai.com/ai-regulation/occ) — Varo Bank, N.A. is a national bank chartered by the OCC on July 31, 2020; its primary prudential supervisor examines the machine-learning credit models behind Varo Advance and the Line of Credit under the OCC's model risk management guidance. See [OCC Bulletin 2011-12](https://www.bankingnewsai.com/ai-regulation/documents/occ-bulletin-2011-12).
- [FDIC](https://www.bankingnewsai.com/ai-regulation/fdic) — As an insured depository institution Varo's deposits are FDIC-insured directly and it files quarterly call reports, which is why its losses ($20.8 million in Q4 2025) are public even though the company is private.
- [CFPB](https://www.bankingnewsai.com/ai-regulation/cfpb) — Varo's small-dollar credit products are decisioned by self-learning models on customers' banking histories; adverse-action notices for those automated decisions fall under ECOA Regulation B and the CFPB's circular on complex algorithms. See [ECOA / Regulation B adverse action (15 U.S.C. 1691(d); 12 CFR 1002.9)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-ecoa-regulation-b-adverse-action), [CFPB Circular 2022-03](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-circular-2022-03).

## What the record suggests

### The charter is the AI advantage Varo keeps naming

Michael calls the charter the 'secret weapon' and Ahmed says being nationally chartered lets Varo use data and AI 'in a way that stands out'. The practical meaning is that Varo trains underwriting models on deposit behaviour it holds itself, and answers to the OCC for them, rather than to a sponsor bank.

### The AI leadership was rebuilt in one year

Between November 2024 and September 2025 Varo changed CEO, CTO and created a chief AI and data officer role; the previous tech chief had left in August 2024. The AI programme is therefore younger than the products it serves.

### Lending volume is disclosed, model performance is not

Varo publishes 2025 lending volume ($547 million) and percentage improvements in losses, but not approval rates, loss rates or the share of lending decided by the self-learning models. The only hard financials are the bank's call reports.

### Profitability is still the open question AI is meant to answer

Record Q4 2025 adjusted operating income of $38.6 million coexists with a $20.8 million net loss that widened year on year, attributed by Varo to growth marketing. The 2026 raise funds the plan rather than proving it.

### Fundraising has been harder since 2021

The 2023 round was a down round ($1.85 billion versus $2.5 billion), the 2025 round closed $29 million of a $55 million target, and the February 2026 Series G brought in a new lead investor. The pattern frames the AI push as a route to capital efficiency.

## FAQ

### How does Varo use AI in lending?

Varo's small-dollar products, Varo Advance and the Varo Line of Credit (up to $2,000, launched March 2024), are underwritten on the customer's banking history with Varo rather than only a credit score. Varo says the Line of Credit uses self-learning models and proprietary algorithms, with daily credit underwriting to adjust limits, and that proprietary machine-learning models supplement traditional credit data. The two products generated $547 million of lending volume in 2025.

### Is Varo a real bank?

Yes. Varo Bank, N.A. holds a full-service national bank charter presented by the OCC on July 31, 2020 and opened on August 1, 2020, the first all-digital US consumer fintech to be chartered. Deposits are FDIC-insured directly, and Varo files quarterly call reports like any other bank, which is how its $20.8 million Q4 2025 net loss is public.

### Who leads AI at Varo?

Asmau Ahmed, Varo's first Chief Artificial Intelligence and Data Officer since September 4, 2025, reporting to CEO Gavin Michael; she previously led consumer-trust product management across Search, Maps, Gemini and Ads at Google and new technologies at Google X, with earlier roles at Bank of America and Capital One. CTO Rathi Murthy, formerly Expedia's CTO and president, has run technology since March 2025. Michael, ex-Bakkt CEO, became CEO in early 2025.

### Who regulates Varo Bank?

The Office of the Comptroller of the Currency is Varo's primary prudential supervisor as a national bank, which covers the model risk of its machine-learning credit models; the FDIC insures its deposits; and its automated credit decisions are subject to ECOA Regulation B adverse-action rules enforced by the CFPB. Varo describes the charter as the 'secret weapon' that lets it run AI-driven lending on its own deposit data.

### Is Varo profitable?

Not yet. Its Q4 2025 call report showed a record $38.6 million of adjusted operating income but a net loss of $20.8 million, 16.2% wider than a year earlier, which Varo attributed to growth marketing. Varo said 2024 revenue rose 22% and lending 45% with losses down 38%. It raised $123.9 million in a Series G in February 2026 to fund the next phase.

### Does Varo use generative AI or a chatbot?

Varo has not disclosed a live generative assistant. Its stated AI uses are machine-learning underwriting, fraud prevention and detection, risk compliance and personalisation; CEO Gavin Michael named enhanced customer service and in-app curation as target areas in March 2025, and CTO Rathi Murthy has pointed to her Expedia team's early OpenAI work as a model for secure, governed deployment.

## Sources (9)

1. Acting Comptroller of the Currency Presents Varo Bank, N.A. Its Charter (News Release 2020-99) — Office of the Comptroller of the Currency, Jul 31, 2020. https://www.occ.gov/news-issuances/news-releases/2020/nr-occ-2020-99.html
2. Varo Bank Introduces Expanded Access to Credit and In-App Budgeting to Ease Financial Stress for Cash-Strapped Americans — Varo Bank via PR Newswire, Mar 26, 2024. https://www.prnewswire.com/news-releases/varo-bank-introduces-expanded-access-to-credit-and-in-app-budgeting-to-ease-financial-stress-for-cash-strapped-americans-302099010.html
3. Varo CEO Colin Walsh taps Gavin Michael to succeed him — American Banker, Feb 12, 2025. https://www.americanbanker.com/news/varo-ceo-colin-walsh-taps-gavin-michael-to-replace-him
4. After raising $1 billion, fintech Varo closes another $29 million, replaces founder CEO — TechCrunch, Feb 19, 2025. https://techcrunch.com/2025/02/19/after-raising-1-billion-fintech-varo-closes-another-29-million-replaces-founder-ceo/
5. Varo to leverage AI, machine learning in profitability push — Banking Dive, Mar 12, 2025. https://www.bankingdive.com/news/varo-chasing-profitability-leverage-ai-machine-learning/742345/
6. Varo's new tech chief views responsible AI as differentiator — Banking Dive, Jun 11, 2025. https://www.bankingdive.com/news/varo-new-tech-chief-rathi-murthy-responsible-ai-differentiator/750417/
7. Varo Bank to Accelerate Responsible and Customer-Focused AI Efforts with New Chief Artificial Intelligence Officer Asmau Ahmed — Varo Bank via Business Wire, Sep 4, 2025. https://www.businesswire.com/news/home/20250904262245/en/Varo-Bank-to-Accelerate-Responsible-and-Customer-Focused-AI-Efforts-with-New-Chief-Artificial-Intelligence-Officer-Asmau-Ahmed
8. Varo raises $124 million despite widening net losses — American Banker, Feb 2, 2026. https://www.americanbanker.com/news/varo-funding-round-2025q4-call-report
9. Varo Bank Raises $123.9 Million to Fuel New Stage of Growth — PYMNTS, Feb 2, 2026. https://www.pymnts.com/news/investment-tracker/2026/varo-bank-raises-123-9-million-to-fuel-new-stage-of-growth/

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