Before JAS answers a single question, TURBOARD makes a few unconventional choices: how deep a single chart can go, how you compare time, which languages you calculate in, what shape your data has to take, and how the engine decides what deserves memory. Here are the ideas behind the platform.
The interface does not put every possibility in front of you. A new chart starts with the few settings you need; depth appears as you open it. Beginners are not overwhelmed, and experts do not hit a ceiling.
Month-to-date against the same days of last month and the same period last year is one of the most common questions in any business. In many BI tools it is also a formula project. In TURBOARD it is a setting.
Most users never write code in TURBOARD: they drag, drop and configure. When a calculation needs more, it opens into the languages your data people already use — SQL and Python Pandas — not a proprietary expression language such as DAX or LookML that exists only inside one vendor’s product.
CASE WHEN channel = 'Online'
THEN 'Digital'
ELSE 'Retail' ENDdf['margin'] = (
df.revenue - df.cost
) / df.revenue“Compare this month’s margin with the same days last month, by region.”
Real enterprise data has several fact tables sharing dimensions — sales, returns, stock and targets all keyed by date, product and region. TURBOARD models that constellation as it is, instead of asking you to flatten everything into one star first.
Comparison should be an interaction, not another report to build. Clone the dashboard you are looking at, change its filters, and read both side by side — this year against last, one region against another, plan against actual.
Some BI platforms must load everything into memory before anyone can ask a question. TURBOARD can query the live source, a columnar store or a cache, and keeps memory for the results people actually use. Hardware grows with real usage, not with data volume alone.
A patent says little on its own. What matters is which problem the invention solves — and our granted US patent solves one you meet in every comparison.
Compare another scenario without rebuilding the analysis or losing the one in front of you.
View the patent →The essentials are all here, too. Items marked Add-on are companion modules licensed separately.
JAS does not replace any of this — she uses it. The same governed model, the same date logic, the same calculations and the same permissions. Ask in plain language and the answer is assembled by the engine on this page, which is why it can be trusted.
We demonstrate JAS against your reports, your definitions and your security context — not a generic sample database.