About Barnes Analytics
Who We Are
Barnes Analytics is a data-driven consulting firm dedicated to helping financial institutions, fintech companies, and investors make better decisions through rigorous analytics. Founded on the belief that great insights come from great models, we bridge the gap between cutting-edge quantitative methods and practical business solutions.
Our team combines deep expertise in econometrics, machine learning, and financial modeling with real-world experience working alongside banks, fintechs, and investors. We don’t just analyze data—we turn it into actionable strategies that create measurable value.
Our Mission
To empower organizations with transparent, validated, and trustworthy analytics that drive smarter decisions, reduce risk, and unlock growth.
We believe analytics should not be a black box. That’s why our approach emphasizes clarity, reproducibility, and governance—ensuring that your models don’t just work in theory, but withstand scrutiny from partners, regulators, and stakeholders.
What We Do Best
- Independent Model Validation – Ensuring your models meet regulatory expectations (SR 11-7, OCC guidelines) and partner requirements.
- Custom Analytics Solutions – Building tailored econometric and machine learning models to answer complex business questions.
- Risk & Portfolio Analysis – Developing frameworks to measure, monitor, and optimize credit, market, and operational risks.
- Training & Advisory – Equipping teams with the tools, frameworks, and best practices to scale analytics confidently.
Why Choose Us
- Independent & Objective – We provide unbiased validation and insight that internal teams or vendors cannot.
- Regulatory Expertise – Our work aligns with banking and fintech compliance standards.
- Depth & Breadth – From dynamic general equilibrium models to credit portfolio risk engines, we cover advanced quantitative methods across industries.
- Strategic Partnership – We don’t just deliver reports; we collaborate to build analytics that fuel long-term growth.
Our Founder
Barnes Analytics was founded by Ryan Barnes, an econometrician and quantitative researcher with extensive experience in financial modeling, risk analysis, and advanced econometrics. Ryan’s vision is to make rigorous analytics both accessible and actionable for organizations navigating today’s data-rich but complex business environment.
Let’s Work Together
Whether you’re a fintech scaling new models, a bank looking to strengthen governance, or an investor seeking deeper insight, Barnes Analytics is here to help.