01What it sells and who buys it
Rogo supports research, financial models and presentation work in investment banking, asset management and private equity. It adapts AI to institutional data and specialist financial workflows.
02How the business makes money
Revenue comes from organizational software agreements with financial institutions. Integrations and implementation support help expand deployment within an account.
03Marketing and customer acquisition
Rogo paired bankers and engineers with clients to change existing financial workflows.
- 01
Target specific investment-banking work
SourceResearch, modeling and presentation work moves information across tools. The founder used practical banking context to identify where clients spent time.
- 02
How distribution and adoption expanded
SourceThe founder approaches buyers through specific investment-banking workflows. Bankers and engineers work closely with client firms to implement the product. Institutional deployments, including Jefferies, provide reference cases for selling to other financial organizations.
- 03
Financing the next stage
SourceIn April 2026, Rogo announced a $160 million Series D led by Kleiner Perkins, with investors including Sequoia, Thrive and J.P. Morgan Growth Equity Partners. Funding supports integrations, embedded client teams and expansion across EMEA and Asia.
How the growth mechanism works
- Identify the workflow
- Work alongside the client
- Connect data and execution
- Expand within the institution
Embedded delivery requires staff but enables integration with real systems and data. Early institutional references support later sales, with integration scope important beyond seat counts.
04Funding and expansion
In April 2026, Rogo announced a $160 million Series D led by Kleiner Perkins, with investors including Sequoia, Thrive and J.P. Morgan Growth Equity Partners. Funding supports integrations, embedded client teams and expansion across EMEA and Asia.
More about the founding and key events
Gabriel Stengel, John Willett and Theodore Rackaitis were profiled at ages 26–27 in 2026. Rogo provides financial institutions with AI for research, analysis and document preparation. Forbes’ 2026 profile reported 150 financial institutions, roughly 25,000 users and more than $15 million in 2025 revenue. Its January 2026 funding valuation was $750 million.
In an interview with customer Jefferies, Stengel connected his experience as a junior banker at Lazard to early sales. Describing the specific effort involved in preparing materials resonated more than a general introduction to AI. Jefferies also identified itself as a user.
Rogo and Hebbia both address the time financial professionals spend reading many sources and producing finished work.