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Analyze

Unique insights. Stronger predictions. Better decisions.

For today's businesses, the ability to collect, analyze, and interpret data is not optional.

TXI builds digital products that propel data-driven organizations to the top of their industries.

With a finger on the pulse of data and analytics, organizations can tell powerful stories, ask better questions, and obtain faster, clearer insights to create products and services that customers need and love. That's where we come in. Our experienced consultants work closely with our clients and data teams to create custom software solutions that translate raw data into meaningful business intelligence.

By leveraging cutting-edge technology (including machine learning and artificial intelligence), we help our clients make faster and better decisions that improve their business performance.

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Data strategy

Data Strategy isn’t just about choosing the right data warehouse or data lake; done right, data strategy starts with deeply understanding the questions and use cases that the data product intends to address. That understanding starts with users and consumers of data.

At TXI, we apply design thinking, lean product development, and human-centered design principles to our data product development process. By doing so, we’re able to create innovative solutions that not only meet our clients' business needs but also provide an exceptional user experience.

By starting with “why” and discovering user needs and desires, we can create data products that deliver real value to our clients and their customers.

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Infrastructure & platforms

TXI brings engineering expertise to build cutting-edge data infrastructure and platforms. We work closely with our clients and partners who specialize in data science and analytics to develop custom solutions that meet the needs of users and customers. We leverage the latest tools and technologies to design and develop platforms that are scalable, secure, and optimized for performance.

Our data platforms are designed to provide faster and clearer insights to our clients. To do that, we make sure they integrate seamlessly with machine learning algorithms, AI tools, and data analytics and visualization software. Graph databases like Neo4j let us manage and analyze complex data structures in a highly scalable and efficient manner.

Our approach to building data infrastructure and data platforms is driven by a passion for innovation and a commitment to delivering outsized value. We recognize that our clients bring unique domain expertise and insights to their data, so we collaborate closely to integrate their expertise into our engineering solutions. From data democratization to data storytelling, our platforms are designed to help our clients unlock the full potential of their data.

Tools and technologies we employ include:

  • Amazon Web Services (AWS)

  • Google Cloud Platform (GCP)

  • Databricks

  • Snowflake

  • DBT

  • Redshift

  • Airflow

  • Cloudera

  • Fivetran

  • Airbyte

  • Neo4j

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Data engineering

TXI is proficient in the latest data engineering tools and technologies, and follows modern software engineering principles such as Agile engineering, DevOps practices, and Continuous Integration and Continuous Deployment (CI / CD) to ensure that our solutions are of the highest quality. Our engineers are experts in the “ETL” process: Extracting raw data, Transforming and curating it, and Loading it into a database. We design systems that enable data scientists and analysts to access and interpret data to move client organizations forward.

To keep client data safe, we follow the latest security best practices to ensure that our data platforms are secure and compliant with industry regulations. We leverage modern security technologies such as identity and access management (IAM), encryption, and monitoring to provide a secure data platform that protects data from unauthorized access or data breaches.

TXI takes a design-thinking approach, working directly with users and consumers to identify good sources of data, to curate the data so that it’s useful and intuitive, and to apply appropriate constraints and controls to protect sensitive data.

To complement the best-in-class data infrastructure we rely on, we take a modern approach to data engineering, leveraging the latest software engineering and security best practices. TXI data engineers drive innovation with data and are key members of any cross-functional data product team. They are skilled in:

  • Data Modeling

  • Data Pipelines

  • Data Quality

  • Data Accessibility

  • Data Observability

  • Performance Improvement

  • Data Security & Governance

Case Studies

Converging data and digital to accelerate the development of life-changing therapies for patients

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Analysis & visualization

The end result of clean, organized, available data? Dynamic dashboards and other visualizations that can be used to make fast decisions and excellent predictions. We take a human-centered, design-led approach to support the people who provide context to data, and who use it to tell stories and make predictions. Raw data by itself has minimal value, but the right visualization, in the right hands, can transform it into knowledge, enabling business insights and decisive actions.

TXI has extensive experience working with top data visualization tools to deliver visually appealing, user friendly, and informative data visualizations:

  • Tableau

  • D3.js

  • PowerBI

  • Spotfire

  • Superset

  • Microstrategy

  • QlikSense

  • Sisense

  • Looker

A good data visualization framework provides a user-friendly interface, supports a broad range of data sources, and offers advanced analytics features like predictive modeling and machine learning. Tools like these can reveal insights that are hidden deep in data lakes or warehouses. And through visualizations, data teams can also support “human in the loop” automation, in which human interaction complements and supports a learning AI system.

Our clients come to us looking for ways to make sense of their data, rising above individual components to develop knowledge that can lead to new breakthroughs and discoveries. TXI can help accelerate this process by bringing our product innovation and data engineering expertise together with our clients' deep understanding of their domains. We complement data-aware clients with capabilities to create integrated teams that can envision and deliver data-powered products.

The result: products and platforms that transform business opportunities, enabling data-driven decision making to quickly respond to user and customer needs.

What we are building together is empowering scientists to answer scientific questions in minutes instead of weeks.

VP, R&D at Fortune 100 BioPharma
FAQ

FAQs

  • What is a custom software solution for business intelligence?
  • What types of data can be analyzed using a custom software solution for business intelligence?
  • What is a data warehouse?
  • What is data visualization?
  • What are some popular data visualization tools?
  • What is machine learning?
  • How can machine learning be used for business intelligence?
  • What is natural language processing (NLP)?
  • How can natural language processing be used for business intelligence?
  • What is predictive analytics?
  • How can predictive analytics be used for business intelligence?
  • What is big data?
  • How is AI used to gather business intelligence in custom software?
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