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Congratulations on completing
the Data and AI Maturity Assessment!

You are at

Advanced

Stage

What this means

You're at the beginning of your data and AI journey. Systems are disconnected, processes are manual, and data isn't driving decisions yet.

You’ve started building. Maybe you have dashboards or a data warehouse, but things are still fragmented and not standardized.

You’re doing many things right. You’ve got BI dashboards in place and some experience with AI or governance, but gaps still exist in integration, automation, or scale.

You have a mature stack, trusted dashboards, and advanced analytics. Now it’s about scale, performance, and keeping things maintainable.

You’re among the most advanced teams in your industry. AI is deeply embedded. You’re setting benchmarks, not following them.

Where you are

Level

Data infrastructure

Data modeling & quality

BI & dashboards

Predictive & prescriptive analytics

Governance

AI applications

Level 1

Nascent
Siloed systems, spreadsheets, no automation
No standards, inconsistent use
Static reports, limited usage
Only historical data, no predictions
No roles or policies in place
No AI adoption at all

Level 2

Developing
Basic warehouse, manual integration
Some modeling, mostly undocumented
A few dashboards, low adoption
Some diagnostic insights, no ML
Informal policies, not enforced
Experimental pilots, no value yet

Level 3

Operational
Centralized storage, partial automation
Key domains modeled, basic QA
KPIs tracked regularly across teams
Early ML pilots, some usage
Governance roles defined, limited scope
AI in limited production use

Level 4

Advanced
Scalable cloud platform, most sources integrated
Standardized models, documentation in place
Interactive, real-time dashboards used broadly
ML supports many decisions, some automation
Active governance body, policies enforced
Multiple AI apps delivering business impact

Level 5

Leading
Unified, real-time platform with enterprise coverage
Fully governed catalog, automated validation
Predictive dashboards with alerts and drill-downs
Prescriptive AI embedded in workflows
Governance embedded in org culture, with tracking
AI powers products, ops, and innovation at scale

How you can advance to the next tier

  • You are just starting your journey into data and AI. Your systems are not yet integrated

  • Processes are still manual, and data is not yet influencing your decision-making.

  • You are just starting your journey into data and AI. Your systems are not yet integrated

  • Processes are still manual, and data is not yet influencing your decision-making.

  1. Implement a company-wide data governance policy to ensure consistency and accuracy of data across all departments and systems.
  2. Create a centralized data warehouse using modern cloud-based solutions like Snowflake, allowing for easy integration of various data sources and real-time analytics.
  3. Invest in advanced analytics tools like Tableau or Power BI to provide self-service analytics capabilities to all employees, enabling data-driven decision making at all levels.
  4. Hire a dedicated data science team to develop and deploy machine learning models to automate processes and gain deeper insights from data.
  5. Establish a data-driven culture by promoting data literacy and providing training to employees on how to effectively use data in their daily work.
Download the Guide to Data & AI Maturity

How 5X can assist you in your data and AI journey

You don’t need to hire a data team to get started.


5X gives you the infrastructure, dashboards, and governance templates to go from scattered data to a working data foundation in weeks, not months. 


We help you build your first modern stack, choose the right tools, and launch dashboards your team will actually use.

This is where structure matters.

5X helps you move from scattered progress to consistent execution with modeling support, data QA systems, and easy-to-maintain dashboards.

We also help connect your data sources and start aligning metrics across functions so your team speaks the same data language.

We specialize in turning good systems into great ones.

5X helps operational teams deploy, monitor, and scale predictive models without needing full-time MLOps teams.

We help you measure ROI, build governance workflows that don’t slow you down, and make data access safer and faster for business teams.

Now it’s about precision and scale.

5X works with advanced teams to automate MLOps pipelines, optimize cloud costs, and build internal data apps (like alerting systems, smart recommendations, or self-serve tools) that serve cross-functional users.

We help you scale what’s working and clean up what’s not.

We help leaders stay leaders.

5X co-builds advanced solutions with data-first organizations: GenAI copilots, internal data accelerators, and repeatable AI modules tailored to your workflows.

We also help formalize experimentation frameworks so innovation happens by design.

Talk to us
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