Quantitative Application Development for Capital Markets

Vichara builds and maintains enterprise applications that support trading, risk, operations, and reporting across investment firms, banks, and alternative-credit platforms.
Our teams combine deep financial and quantitative domain expertise with modern engineering practices. Fast to integrate. Easy to scale. Designed to handle the data, models, and complexity your teams rely on every day.

Our core application development and maintenance services

From trading, risk, and analytics to operations and reporting, we build purpose driven enterprise-grade systems that modernize legacy platforms and embed quantitative models directly into your core workflows.

Trading, Portfolio & Risk Management Systems

Custom systems that integrate pricing models, risk analytics, scenario analysis, and portfolio optimization engines across RMBS, CMBS, CLOs, loans, and structured credit.

Quantitative & Analytics-Driven Applications

Applications that embed cashflow models, valuation engines, prepayment and credit models, stress testing, and scenario analysis directly into investment and risk workflows.

Operations & Enterprise Workflow Platforms

End-to-end platforms supporting asset management, accounting, reconciliations, workflows, and controls, often augmented with rules engines, calculations, and analytics to improve efficiency and consistency.

Loan Trading & Securitization Systems

Enterprise platforms for loan acquisition, trading, pooling, securitization, waterfall modeling, and ongoing asset surveillance.

Investor Reporting & Digital Delivery Portals

Secure investor portals, reporting platforms, and dashboards that surface model-driven analytics, performance metrics, and risk insights for internal teams and external stakeholders.

Vendor Platform Extensions & Integration

Deep customization and integration across OMS, accounting, CRM, and data platforms, including Advent Geneva, Allvue, Charles River, Salesforce, and more, extending vendor systems with proprietary models and analytics.
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Technology Expertise That Supports Complex Financial Systems

Analytics & Modeling

Python, NumPy, Pandas, proprietary analytics libraries, model orchestration frameworks

Languages & Frameworks

Python, C#, .NET Core, Java, React, Angular, Node.js

QA & Automation

Selenium, Playwright, Cypress, performance and regression testing

UI/UX & Workflow Tools

Figma, SharePoint, Power Apps

Vendor Platforms

Allvue, Advent Geneva, Charles River, BlackRock, Salesforce, Oracle, SAP

Cloud & DevOps

Azure, AWS, Terraform, Kubernetes, CI/CD pipelines
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Our engineering teams work across a deep and proven technology stack, built to support advanced analytics, model execution, and real-time financial workflows.

Proven Delivery Across Complex Environments

Our engineers and quantitative technologists have delivered large-scale systems for some of the world’s leading asset managers, including:

OMS migrations and enterprise customizations across multi-asset portfolios

Commercial real estate platforms managing tens of billions in AUM

Credit portfolio optimization and cashflow modeling engines for CLO and structured-credit portfolios

Firm-wide portfolio management, analytics, and risk platforms supporting 100B+ AUM

Enterprise accounting, performance, valuation, and model-driven reporting frameworks integrated with best-of-breed vendor systems

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Agile, Structured, and Transparent Delivery

We follow a disciplined agile process built for regulated, data-intensive, and model-driven financial environments, enhanced with AI to support faster, more confident investment decisions.

Requirements analysis & quantitative domain discovery

Product design, model specification, and technical architecture

Scalable system and analytics architecture

Iterative software and model development

Rigorous QA, model validation, and automation

DevOps, deployment, and ongoing maintenance

AI-driven analytics to support faster, more informed investment decisions

This approach ensures rapid delivery while maintaining stability, auditability, and long-term maintainability of both code and models.

Why Vichara

Financial- and quantitative-domain-experts

Applications built around analytics and models

Custom solutions aligned to your investment and operating model

Scalable architectures built for growth, complexity, and change

Long-term partnership covering build, enhancement, modeling, and maintenance

Global delivery teams with deep experience across complex asset classes

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For over 25 years, Vichara has supported global investment firms, asset managers, and financial institutions with advanced technology and analytics platforms that solve real-world capital markets problems.

Who You’ll Speak With

We’ll connect you with a Vichara product expert or domain consultant, not a sales rep. So you get answers, not pitches. Complete the form and we’ll connect you with one of our experts.

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