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Finance Studio

Modern data and AI-driven financial services solutions

Qubika is a next generation service provider that partners to reimagine financial services with technology. From core banking and BaaS to financial AI agents and payments, we engineer secure, scalable, data- and AI-driven solutions.

  • SOC 2
  • ISO 27001
  • NIST

Data and AI-Driven Financial Services

A look inside Qubika's Finance Studio

Sample Agents Built & Deployed by Qubika

We build AI agents that align directly with core finance processes

  • Paytech & payment processing
  • Lendtech & consumer lending
  • Financial infrastructure
  • Banking & banktech
  • Paytech & payment processing

    Paytech & payment processing

    We design intelligent agents that automate critical payment workflows, reduce manual effort, and improve accuracy across the entire transaction lifecycle.

    • Customer journey agent
    • AI reconciliation agent
    • Fraud detection agent
  • Lendtech & consumer lending

    Lendtech & consumer lending

    We build AI agents that streamline lending operations, enhance decision accuracy, and create faster, more reliable borrower experiences.

    • AI reconciliation agent
    • KYC agent
    • Digital agreement agent
  • Financial infrastructure

    Financial infrastructure

    Our agents strengthen the backbone of financial platforms - enhancing security, simplifying integrations, and monitoring transactions.

    • OWASP security agent
    • API integration agent
    • Transaction monitoring agent
  • Banking & banktech

    Banking & banktech

    Combining deep banktech expertise with advanced AI, we design agents that enhance compliance monitoring, automate KYC workflows, and ensure reliable execution of funds transfers.

    • Regulatory compliance agent
    • KYC verification agent
    • Funds transfer agent

Agentic AI Webinar

Agentic AI In Finance: How Qubika builds Agents usingDatabricks and LangGraph

Learn more about our approach to building AI agents arrow

The Data Foundations

We architect the data foundations to support modern financial services

The Data Foundations
  • Data engineering and ETL services

    Data engineering and ETL services

    Design, build, and maintain robust data pipelines optimized for high-volume financial data ingestion, transformation, and reconciliation—supporting real-time processing, regulatory reporting, and risk analytics.

  • Data platform development

    Data platform development

    Architect scalable, secure data platforms (e.g., on Databricks or other cloud-native ecosystems) capable of handling complex financial datasets, including transactional records, market data, customer interactions, and fraud analytics workloads.

  • Data security and compliance

    Data security and compliance

    Implement advanced data security frameworks, encryption strategies, access controls, and continuous audits aligned with financial regulations such as PCI-DSS, GDPR, GLBA, SOX, and region-specific banking compliance requirements.

  • Data quality and governance

    Data quality and governance

    Establish rigorous governance processes to ensure accuracy, completeness, lineage, and consistency across financial datasets - supporting audit readiness, risk management, and regulatory reporting standards.

  • Data migration services

    Data migration services

    Seamless transition of legacy data systems to modern, cloud-based platforms. Enable seamless migration from legacy financial systems (core banking, underwriting, payments, trading platforms, etc.) to modern, cloud-based architectures - ensuring data integrity, lineage tracking, and zero-downtime cutovers where required.

  • Data analytics and visualization

    Data analytics and visualization

    Develop advanced dashboards, reporting systems, and embedded analytics tailored for financial operations - including portfolio insights, risk and fraud monitoring, customer analytics, and operational KPIs.

Our Key Partner Certifications

  • AWS Partner
  • Databricks Select Badge
  • Snowflake Badge

Learn more about Qubika Finance Solutions

Qubika Finance Studio has 6 customizable, IP-driven solutions to accelerate time-to-market

Learn more about Qubika Finance Solutions
  • Digital Banking

    We help clients conceive, build, and launch full-featured digital banking products and platforms. This ranges from user onboarding, wallets, payments, ledger and account management, to customer-facing banking experiences.

  • AI Credit Scoring

    We develop AI-driven credit scoring models that leverage a broader set of data (customer behavior, transactions, external credit bureau data, etc.) to generate more accurate, dynamic assessments of creditworthiness.

  • Debt Collection Risk & Bankruptcy Prediction

    Using machine-learning and data science, we build predictive models that assess borrower risk: estimating default probability, bankruptcy risk, or debt-collection likelihood based on payment histories, transaction data, credit bureau information and behavioral signals.

  • AI Financial Analyst

    Our AI Financial Analyst solution is based on a compound AI system that processes structured and unstructured data and allows a company to very quickly answer complex questions about its data.

  • Galileo API Integration

    We have deep expertise integrating with modern banking-as-a-service (BaaS) ecosystems such as Galileo, APIs, and third-party core banking or payments platforms. This allows clients to plug in financial services without reinventing core banking infrastructure.

  • Predictive First Payment Default

    Leveraging algorithms (both off-the-shelf as well as custom) including XG-Boost based AI risk models, Qubika builds intelligent fraud-detection systems tailored for financial services. This specific solution focuses on the probability of 3rd party fraud, using the first 6 months on book as the time window.

Accelerators

Qubika Accelerators are assets that are integral parts of our solutions and drive 50%+ increase in productivity, efficiency, and time to market.

They ensure high quality results, based on tried-and-tested technologies, ensuring alignment with industry best practices and regulations.

  • UI banking wrappers
  • Airflow blueprints
  • Model monitoring dashboards
  • AI Cloud Engine
  • UI banking wrappers

    Streamline your banking app development with our intuitive UI wrappers.

    Rapidly prototype and then customize user interfaces, empowering you to craft distinctive, engaging financial experiences that resonate with your customers.

  • Airflow blueprints

    Businesses can jumpstart their machine learning workflows with Qubika's Airflow Blueprints.

    Our pre-built templates and reusable components streamline pipeline creation and optimize resource utilization within the Airflow environment.

  • Model monitoring dashboards

    Gain real-time insights into the health of your machine learning models with our pre-configured dashboards. Visualize key performance metrics like accuracy, precision, and drift over time.

    Set automated alerts to proactively address any performance degradation, ensuring your models remain effective and reliable.

  • AI Cloud Engine

    Streamline AI/ML infrastructure deployment and management using industry-leading platforms like Databricks, Snowflake, Airflow, dbt, and MLflow.

We deliver excellence

Beyond our IP-driven solutions, Qubika offers a range of expert services to ensure your financial services transformation is seamless, secure, and optimized for success.

  • Cybersecurity

  • BI and Data Engineering

  • BaaS Integrations/API Integrations

  • Cloud Migration & Optimization

  • App Modernization

  • QA

  • Cybersecurity

    Protect your sensitive data and maintain customer trust with our robust cybersecurity solutions. We help you identify vulnerabilities, implement best practices, and ensure compliance with industry regulations.

  • BI and Data Engineering

    Harness the power of your data with our BI and data engineering expertise. We help you collect, store, analyze, and visualize data to gain valuable insights and make informed business decisions.

  • BaaS Integrations/API Integrations

    Seamlessly connect your systems and leverage third-party services with our BaaS and API integration expertise. We ensure smooth data flow and enable you to build a truly integrated financial ecosystem.

  • Cloud Migration & Optimization

    Accelerate your journey to the cloud with our migration and optimization services. We help you modernize your infrastructure, reduce costs, and achieve greater scalability and flexibility.

  • App Modernization

    Transform your legacy applications into modern, cloud-native solutions. We help you enhance performance, improve user experience, and reduce maintenance costs.

  • QA

    We provide specialized QA services for financial institutions, ensuring that AI-driven systems, digital banking products, payment platforms, data pipelines, meet the highest standards of reliability, security, and regulatory compliance.

What our clients say about us

Clutch
  • Avant

    Success Stories

    Reinventing Avant with machine learning

    Avant, a Chicago-based frontrunner in the financial technology sector, has always recognized the potential of harnessing data-driven intelligence - they currently connect 3 million customers to $9 billion in loans and 1 million credit cards. Qubika is leading Avant’s data and machine learning efforts.

    Our work includes implementing new data pipelines, and using AI to drive innovation in key business areas, such as rapidly assessing a person’s credit worthiness.

    • Machine learning algorithms
    • Specialized data pipeline
    • Data visualization
    • AI finance solutions
    Learn more
  • OnePay

    Success Stories

    Data-fueled growth: How OnePay is becoming one of the world’s leading fintechs

    OnePay, majority-owned by Walmart, is simplifying banking with its all-in-one financial experience.

    The collaboration with Qubika has enabled OnePay to harness data-driven insights, driving its growth and delivering a superior banking experience to customers. It has become one of the standout leaders in the fintech industry.

    • Data-driven product
    • CI/CD pipelines
    • Powerful mobile experience
    • Modern fintech solutions
    Learn more
  • Experian

    Success Stories

    Building Experian’s core digital banking platform

    With clients in over 100 countries, and over 21,000 employees, Experian is at the forefront of global information and financial services.

    Experian is relying on Qubika’s data and financial expertise to build new financial services products at scale. This work involves massive scale integrations including banking-as-a-service integrations. We play a crucial role in ensuring the accuracy, security, and efficiency of transactions.

    • Data integration
    • Galileo API
    • Digital banking
    • BaaS integration

FAQs

FAQs about Qubika's financial services capabilities

  • What does Qubika do in the financial-services sector?
    Qubika helps banks, fintech companies, lenders, and financial institutions design, build, and scale modern financial products and AI-driven operations. Our capabilities span AI-powered financial solutions, digital banking, embedded finance, credit scoring, fraud prevention, data architecture, governance, and end-to-end software development.
  • What types of financial institutions does Qubika work with?
    We partner with traditional banks, digital-only banks, fintechs, payments companies, consumer lenders, financial-services platforms, and enterprises offering embedded-finance products. Our solutions support organizations of all sizes - from high-growth fintechs to large, regulated financial institutions.
  • What AI capabilities does Qubika offer for financial services?
    We develop and implement a wide range of AI solutions. Some examples of our work include:
    • Machine-learning models for credit scoring, underwriting, and risk analysis
    • AI-based fraud detection and anomaly detection systems
    • Machine learning model development
    • AI agents that automate financial analysis, reporting, reconciliation, and decisioning
    • Natural language interfaces for financial data exploration
    • Predictive analytics and real-time insights for operations and finance teams
  • Does Qubika have expertise in building AI agents for financial services?
    Yes. Qubika specializes in designing and deploying AI agents tailored for financial services, including agents for credit decisioning, fraud detection, financial analysis, compliance automation, customer servicing, and operational workflows.

    We build these agents using QBricks, Qubika’s comprehensive enterprise accelerator that streamlines the development, evaluation, and deployment of intelligent agents at scale - as well as commercial platforms such as the Databricks Mosaic AI platform.
  • Is Qubika certified in security and compliance frameworks?
    Yes. Qubika holds:
    • SOC 2 Type 2 certification
    • ISO 27001 certification
    • Alignment with the NIST AI Risk Management Framework
    We incorporate security-by-design, threat modeling, secure SDLC, and cloud best practices across all financial-services engagements.
  • What cloud and technology platforms does Qubika work with?

    We work with AWS, Azure, Google Cloud, Databricks, Snowflake, and major fintech/BaaS providers and platforms such as Galileo and Fiserv.

    Qubika is an Advanced Tier AWS Partner, a Databricks Select Tier partner with 200+ certified data and AI engineers, and a Snowflake Select Tier partner and Snowflake AI Data Cloud partner.
  • What makes Qubika different from other financial-services technology partners?
    Our key differentiators include:
    • A combined focus on AI + data + engineering + governance, delivered end-to-end.
    • Expertise in building audit-ready, secure financial systems.
    • A strong AI-native approach.
    • Deep partnerships with major cloud and data platforms such as Databricks.
    • Proven delivery for notable banking and fintech clients.
    • A nearshore delivery model with senior talent and strong time-zone alignment.
  • Does Qubika have expertise with Galileo, Fiserv, and other core banking or API-based platforms?
    Yes. Qubika has deep experience integrating financial products with leading banking and payments platforms such as Galileo, Fiserv, and other BaaS and core-banking providers. Our teams design and implement secure, scalable API integrations that support digital banking, card issuance, payments, ledgering, KYC/AML flows, real-time account operations, and more.
  • What are Qubika Accelerators, and how do they help financial services firms speed up time to value?
    Qubika Accelerators are production-ready assets and frameworks that form core components of financial-services solutions. They include prebuilt modules and assets that allow financial institutions to start from a proven foundation rather than building from scratch, reducing risk and significantly shortening implementation timelines.

    By leveraging Qubika Accelerators, organizations typically achieve a 50%+ increase in productivity, delivery efficiency, and time to market, enabling faster deployment of new financial products, improved data capabilities, and accelerated adoption of AI-driven operations.

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