Data & Analytics Stack
Build the modern data and analytics stack.
From ingestion and warehousing to transformation, BI and machine learning, discover the technology stack that turns raw data into decisions and products.
- Data & Analytics Function
- Business type
- 4+ areas
- Stack categories
- 12+
- Software solutions
- Software · AI · Services
- In one stack
What you need
The technology areas in this stack.
Every area maps to a category in the Saaskart marketplace. Explore each to compare real products, reviews and pricing.
Ingest & Store
Model & Govern
Machine Learning
Stack architecture
How the layers work together.
Recommended software
Software for the Data & Analytics Stack.
A curated marketplace of products for this stack, filter by technology area.
Data transformation with virtual environments
Code-based business intelligence with SQL and Markdown
Asset-based orchestration for data platforms
Business intelligence with SQL and spreadsheet ease
Enterprise business intelligence and analytics platform
AI agents
AI agents for this stack.
Deploy AI-powered workers alongside your software to scale the data & analytics function stack.
Enterprise data science, machine learning and analytics platform
Services
Services to build and implement your stack.
Software and AI are only half the story. Find vetted partners to implement, integrate and run your stack.
Build your stack
Tell us about your business.
We'll help you build the right technology stack across software, AI agents and services.
Compare solutions
Compare the stack, category by category.
Weigh the leading products in each area side by side using Saaskart's comparison engine.
How to build this stack
A step-by-step path to your Data & Analytics Stack.
- 1
Centralize ingestion and storage
- 2
Build a warehouse and models
- 3
Add cataloging and governance
- 4
Enforce data quality
- 5
Enable BI and self-serve analytics
- 6
Add ML and predictive analytics
Frequently asked questions
Data & Analytics Stack FAQs
What is the Data & Analytics Stack?
The Data & Analytics Stack is the complete set of technology a data & analytics function business needs: the software, AI agents and services that work together across Ingest & Store, Model & Govern, Analyze & Act and Machine Learning. Saaskart helps you discover, compare and buy the right tools for every layer of the stack in one place.
What software do you need for a data & analytics function business?
A data & analytics function technology stack typically spans Ingest & Store, Model & Govern, Analyze & Act and Machine Learning. Core categories include ETL, Data Engineering, Business Intelligence and MLOps. Explore each category on Saaskart to compare real products, reviews and pricing side by side.
Which AI agents work best for data & analytics function?
AI agents can run alongside the Data & Analytics Stack to automate work across sales, support, marketing, finance and operations. Browse AI agents for data & analytics function on Saaskart to deploy AI-powered workers next to your software.
What services help implement a Data & Analytics Stack?
Beyond software and AI, vetted service providers can build, integrate and run your stack. Saaskart connects you with implementation and consulting partners so software, AI agents and services all come together in one data & analytics function technology stack.
How do I build a data & analytics function technology stack?
Start by centralize ingestion and storage, then build a warehouse and models, and continue through to add ml and predictive analytics. The Data & Analytics Stack lays out the full path step by step, with the right software, AI agents and services at each stage.
How much does a data & analytics function tech stack cost?
It depends on the tools and scale you choose. Many categories in the Data & Analytics Stack offer free tiers and trials, and Saaskart shows real starting prices so you can compare and budget accurately. Use Build Your Stack for a tailored recommendation.
Related stacks
Explore related stacks.
Discover, build and buy your Data & Analytics Stack.
Software, AI agents and services, the complete technology system your business needs, in one place.