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Custom AI and data engineering solutions for Finance & Banking

Hire a team of skilled AI engineers to build innovative data engineering tools for finance and banking

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Leaders trusting our AI solutions:

15+

years helping enterprises

50+

market-ready solutions delivered

40%

of cost savings with component-based development

AI and Data Glossary

Master key concepts and terminology in AI and Data Engineering

AI & Data Glossary
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Finance and banking pain points we eliminate

Finance and digital banking struggle with fraud, compliance, personalization, and operational inefficiency

Finance & Banking
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Fraud detection 

Evolving fraud schemes (synthetic identity fraud and account takeovers)

Server cost optimization

Risk assessment

Traditional risk assessment and credit scoring tools lack accuracy

API program development

Regulatory compliance

Error-prone methods for tracking AML/KYC data

Monolith-to-microservices migration

Duplicate transactions

Challenges in detecting duplicate payments or incorrect debits

automation

Limited use of data

Underutilization of transactional data to identify opportunities

application modernization

Market volatility

Delayed response to rapid market changes

Data and identity management

Customer churn

Lack of tools to predict early signs of dissatisfaction

retail marketing technology

Inefficient audit

Manual auditing is slow, resource-intensive, and error-prone

How Xenoss supports teams in finance & banking

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Real-time fraud detection

Flag unusual patterns in transactions or behavior

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Predictive credit scoring

Enable accurate and inclusive credit score assessment

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Compliance management

Detect non-compliance with automated data aggregation and machine learning

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AI-driven personalization

Build tools that deliver tailored financial products and recommendations

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Real-time detection of duplicate transactions

Verify transactions in real-time with high-performance data pipelines

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Market monitoring and prediction tools 

React to market shifts in real-time with banking AI tools for prediction and automated trading

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Churn prediction algorithms

Identify at-risk customers and suggest interventions

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Automated reconciliation

Streamline audits with generative AI banking assistants, document processing, and anomaly detection

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Anomaly detection

Identify irregularities to prevent fraud in real-time

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Predictive modeling

Forecast risks and opportunities with Scikit-learn, XGBoost, or H2O.ai 

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Decision engines

Automate decision-making for faster, more accurate outcomes

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Streaming analytics

Analyze live data for real-time insights

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Data matching

Reconcile records using fuzzy matching 

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Automated data pipelines

Streamline data flow for seamless operations

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Algorithmic trading models 

Optimize trading decisions with automated workflows

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OCR

Extract and digitize text from documents

Power financial services with custom AI solutions

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Why choose Xenoss AI and data FinTech engineers

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Real-time data specialization

Process petabytes of real-time transaction data, global market feeds, and customer interactions to deliver instant insights for enterprise-scale trading, fraud prevention, and operational efficiency.

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Multi-cloud strategy

Architect scalable, resilient, and cost-effective multi-cloud solutions tailored for enterprise financial operations. Ensure low latency for global transactions, efficient workload distribution, and uninterrupted operations during peak market activity

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Premium engineering quality

Collaborate with seasoned engineers with extensive experience in enterprise-grade financial solutions. Xenoss ensures robust, scalable infrastructure capable of supporting complex financial workflows and high availability across your enterprise

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Speed of delivery

Launch faster with Xenoss pre-built development accelerators designed for enterprise financial needs. Rapidly deploy data engineering and machine learning banking solutions to maintain competitive advantage at scale

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Tech agnostic

Select the tools and platforms that best align with your enterprise’s financial ecosystem. Xenoss engineers bring deep expertise across diverse technologies, ensuring seamless integration and optimal performance for large-scale operations.

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Scalable AI models

Develop and deploy enterprise-grade AI models tailored for financial services, enabling real-time performance in areas like algorithmic trading, portfolio optimization, predictive risk management, and customer analytics

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Secure AI banking solutions 

Protect sensitive financial and customer data across the enterprise with Xenoss secure AI solutions. Employ privacy-preserving techniques to train and deploy AI models, ensuring compliance with stringent industry regulations

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Specialized AI expertise

Build custom data engineering and AI tools for Banking & Fintech

At Xenoss, we focus on creating robust system frameworks, streamlining IT infrastructure, and handling sophisticated system integrations.

Our solutions empower banks and financial service providers to deliver unparalleled reliability, effortless scalability, and top-tier performance for their FinTech solutions.

Some of the advanced financial technology systems we build and maintain include:

  • Credit scoring and risk assessment tools
  • Chatbots and virtual assistants for personalized financial services
  • Robotic process automation platforms
  • Fraud detection platforms
  • Algorithmic trading platforms
  • Regulatory compliance platforms
  • Mobile P2P payment solutions
  • Digital wallets
  • Banking-as-a-Service platforms
  • Invoicing copilots
  • Accounting and bookkeeping platforms
  • Business credit platforms
  • RegTech solutions
  • Digital banking solutions
  • Fintech payment solutions

Evolve your project and expand the range of partners and clients with custom AI solutions for Finance & Banking

Xenoss developers have the skillset and domain knowledge to help various businesses change and adapt to market trends and user expectations.

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Xenoss team helped us build a well-balanced tech organization and deliver the MVP within a very short timeline. I particularly appreciate their ability to hire extreme fast and to generate great product ideas and improvements.

Oli Marlow Thomas

Oli Marlow Thomas,

CEO and founder, AdLib

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What’s your challenge? We are here to help.

    Explore more ways to accelerate the growth and impact of your project through AI technology

    There is a lot more we can build together.

    AI capabilities

    • Predictive modeling
    • Computer vision
    • Conversational AI
    • Generative AI
    • AI consulting

    Data engineering

    • Data fabric 
    • Data platforms
    • Data pipelines
    • Data infrastructure
    • Data migration
    • Data mining and preparation
    • Infrastructure cost optimization
    • Data stack integration
    • Real-time data solutions
    • Data analytics solutions
    • Data visualization & reporting solutions
    • Enterprise application modernization services
    • Data strategy
    • Data engineering consulting
    • Business intelligence

    Machine Learning and automation

    • ML & MLOps
    • ML system TCO optimization
    • Model & algorithm development and integration
    • RPA (Robotic Process Automation)