


Literature
Financial Services • Houston, Texas, United States • 11-20 Employees
Company overview
| Headquarters | Houston, Texas, United States |
| NAICS | 52 |
| Keywords | Trading, Google, Artificial Intelligence, Quant, xAI, Prop Shop, Chatgpt, Anthropic, Alibaba Qwen |
| Founded | 2018 |
| Employees | 11-20 |
Key Contact at Literature
Selman Bastug
Co-Chief Executive Officer
Literature Email Formats
Literature uses 5 email formats. The most common is {first name}.{last name}@company.com (e.g., john.doe@company.com), used 42.1% of the time.
| Format | Example | Percentage |
|---|---|---|
{first name}.{last name}@company.com | john.doe@company.com | 42.1% |
{first name}@company.com | john@company.com | 25.3% |
{first name initial}{last name}@company.com | {first name initial}doe@company.com | 14.8% |
{first name}{last name}@company.com | johndoe@company.com | 10.2% |
{last name}@company.com | doe@company.com | 7.6% |
About Literature
PERFECT CIRCLE is a research-forward initiative focused on designing novel mathematical primitives and scalable trading frameworks. By fostering cross-disciplinary collaboration and prioritizing reproducibility, the organization turns rigorous theory into actionable models and prototypes for real-world systems. Through structured programs, open publication, and a global network of researchers and practitioners, PERFECT CIRCLE accelerates innovation at the intersection of mathematics, finance, and technology. The ecosystem includes the Hypatia Council for governance and the Archimedes Society for dissemination, ensuring breakthroughs reach practitioners and researchers with clarity and accountability.
Literature revenue & valuation
| Annual revenue | $941,105 |
| Revenue per employee | $86,000 |
| Estimated valuation?This valuation is estimated based on industry average for the Financial Services industry and current estimated revenues | $3,100,000 |
| Total funding | No funding |
Employees by Management Level
Total employees: 11-20
Seniority
Employees
Employees by Department
Literature has 8 employees across 4 departments.
Departments
Number of employees
Funding Data
Literature has never raised funding before.
Frequently asked questions
4.8
40,000 users



