
Brandy
Founder
Strategic data analytics and BI expert. Leading business intelligence and AI transformation.
LinkedInHi there!
For the best AltraByte experience, please switch to desktop. We're polishing the mobile version and will have it ready for you soon.
Why most data consultants get it wrong, and how we learned to get it right
After 10 years across 6 organizations and 5 industries, we discovered something that changed everything: Companies don’t need more advanced analytics. They need working foundations.
This is the story of how that insight became our methodology.
The core beliefs that guide every project we take on
Foundation First
Solid foundations. No shortcuts. Right infrastructure built right.
Business-First Thinking
Technology serves business goals. Start with outcomes, work backward.
Practical Over Perfect
Working solutions beat perfect theories. Progress over paralysis.
Filling the Gap Others Ignore
The market desperately needs foundation-first thinking
Companies waste hundreds of thousands on solutions built on broken infrastructure
Most consultants won't do the "boring" foundation work that actually transforms businesses
We've proven this methodology works across industries, company sizes, and complexity levels
Save companies from expensive mistakes by building foundations that actually support transformation.
We'll tell you what you actually need, not what you want to hear.
The Early Years: Chasing Technical Perfection (2016–2019)
In the beginning, we thought like most data professionals:
“Just do what's assigned, no further questions.”
Our focus was purely technical – ETL processes, data warehouses, visualization dashboards. We believed that mastering the technical skills was enough. Build the dashboard, deliver the report, move to the next task.

What we didn't understand
Technical skills alone don't drive business transformation.
The problem
We were solving technical problems, not business problems.
Multi-National Corporation: The Methodology Is Born
Everything changed when we started working directly with management for the first time. Leading multi-country teams across Asia, managing remote, multicultural data professionals, we realized something crucial:
“Data teams should drive impact, not just BAU and creating dashboard after dashboard.”
The Framework Development
Instead of asking "What dashboard do you want?" we started asking:

The pattern emerged
Every company had the same foundation problems, regardless of industry or geography.
Our approach evolved
Strategy tailored to business goals, not technical possibilities.
Health Tech Company: Testing the Framework
We applied the same methodology at a health tech company – a completely different industry with different challenges.
The result: It worked

The AI integration test
When ChatGPT 3.5 launched, we focused on real business impact—built on a solid foundation, not hype.
Key insight
The methodology wasn't company-specific. It was universal.
The ultimate test
The ultimate test
Would our framework work at one of the world's largest beauty companies?
We applied the exact same approach:

The result
We stood out among the enterprise's analytics professionals using the same methodology that worked everywhere else.
The confirmation
Foundation-first thinking works at any scale, any industry, any complexity level.
Would the methodology survive in fast-paced product organizations?
The framework gained buy-in across product, engineering, and compliance. Foundation-first thinking held up even under start-up speed.

Why it matters
Transformation success relied on the same fundamentals: reality-first assessments, practical automation, clear business ownership.
What’s next
We keep the methodology evolving with every new engagement—always grounded in reality.
Let's build something solid together
No sales pitch. Just honest assessment.
Foundation-first approach every time.
Practical solutions over perfect theories.
Your business outcomes, our expertise.
"Let's see if we're the right fit. Book your audit today."