Data Driven Innovation
We harness the power of data analytics, machine learning and artificial intelligence to transform complex challenges into streamlined solutions.
![Data graphs on a laptop](/img/data-ai/thumb_data-analytics.jpg)
Data Analytics
Our Data Analytics team ensures analytics drive decisions from inception to product enhancement, leveraging data to optimize processes and guide future strategies with insightful metrics.
![A robotic hand pointing at constellations](/img/data-ai/thumb_gen-ai.jpg)
Generative AI
We bring industry best practices and enterprise-grade security to our partners along with cutting edge patterns leveraging generative AI to solve anything from your most challenging problems, to automating your most tedious tasks.
![A corn maze](/img/data-ai/thumb_green-maze.jpg)
Machine Learning
Our Machine Learning experts deliver descriptive, predictive, and prescriptive models using software engineering best practices, accelerating insights with a test-first approach. We establish CI/CD pipelines and proactive monitoring to prevent production defects.
Featured Data & AI Posts
- Data Analytics
- Generative AI
- Machine Learning
Introducing Glue Biscuit: A reference guide and library for building production quality AWS Glue jobs
Introducing a reference guide and library for working with AWS Glue.
Glue ETL Development with Dev Endpoint Notebooks
In this post we will go through a simple tutorial for using Dev Endpoints and notebooks for Glue ETL development
Our Approach to Data: Bridging the Gap Between Development and Analytics
Taking a look at how a shared ownership strategy allows data analytics to scale within an organization
Navigating Agentic AI Reasoning: ReAct vs ReWOO
Comparing two approaches to implementing agentic AI reasoning ReAct and ReWOO
Turning RAG to Riches: The Golden Metrics of Metrics-Driven Development
We explore the key metrics powering our Metrics Driven Development (MDD) process for Generative AI solutions. This approach helps build trust, improve ...
Building AI You Can Trust
We introduce the concepts around RAG AIs and MDD and discuss how we've made use of it here at Source Allies and ...
Systems engineering using Machine Learning
When you hear about AI/ML your thoughts most likely go to the uses that have been grabbing headlines of late. You may ...
Introducing Glue Biscuit: A reference guide and library for building production quality AWS Glue jobs
Introducing a reference guide and library for working with AWS Glue.
Getting Started with ML Part 3: Using AutoML
So, AI & ML are on your roadmap, but what is the simplest way to get started? Discover a set of simple ...