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What is Data Governance?
Data governance is the foundation for reliable data-driven decision-making. It involves defining the policies, standards, and processes necessary to manage the availability, usability, and security of your organization's data. In today's world, businesses thrive on the quality and accessibility of their data—yet many struggle with inconsistent definitions, silos, and compliance challenges.
Our data governance consulting helps you take control of your data, ensuring it’s accurate, accessible, and secure so that you can make better decisions while minimizing risk and adhering to regulations.
Defining Our Data Governance Stack Expertise
Our data governance experts leverage industry-leading technologies to design, implement, and maintain robust governance frameworks. They are skilled in utilizing tools like Collibra, Informatica MDM, Talend, and Apache NiFi to ensure data quality, consistency, and compliance across your organization.
Our Approach to Data Governance
We start with a personalized assessment of your current data landscape, including policies, technology, and processes. From there, we work with your stakeholders to develop practical data governance frameworks, tailored specifically to meet your needs and organizational culture.
Our approach ensures data quality, compliance, and streamlined access to vital data for those who need it—without unnecessary roadblocks. We believe that data governance should be an enabler, not a bottleneck.
Key Benefits of Our Data Governance Consulting Services Approach
Common Data Governance Challenges We Solve
Case Study
Highlighting Our Fine Tuning Expertise:
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Enhancing Customer Support with Fine-tuned Falcon LLM
In our recent proof of concept, we explored fine-tuning the Falcon Large Language Model (LLM) using Quantized Low-Rank Adapter (QLoRA) techniques to improve customer support responses. Operating within the constraints of a single GPU, we curated and refined over 100,000 query-response pairs and optimized the training process with Hugging Face Transformers. The project yielded noteworthy enhancements in response time, accuracy, and projected user satisfaction. These findings offer valuable insights into the potential of advanced LLM fine-tuning methods for customer support applications, even when hardware resources are limited.
Our Approach to Data Governance
We start with a personalized assessment of your current data landscape, including policies, technology, and processes. From there, we work with your stakeholders to develop practical data governance frameworks, tailored specifically to meet your needs and organizational culture.
Our approach ensures data quality, compliance, and streamlined access to vital data for those who need it—without unnecessary roadblocks. We believe that data governance should be an enabler, not a bottleneck.
A Selection of Our Software Development Roles and What They Will Deliver for You