Context for your company's AI
All your sources. With the meaning your company gave them.
First Omnis reaches the data where it already lives: ERP, database, spreadsheet and document, with no integration project. Then comes the part nobody else does: understanding what it means inside your operation.
↑ the data stays where it has always been. the layer stores meaning, not a second database.
Reaching the data is the beginning. Understanding it is the rest.
Any company sells a connector. What changes the answer is the layer on top: pick a term and see the distance between what the model assumes on its own and what your operation decided the word means.
What the model assumes
The sum of everything in the sales table, including returns, closing on the last day of the month.
What your company defines
Gross revenue minus returns, with the period closing on the 25th.
What the model assumes
Any record that has ever bought once, with no time window.
What your company defines
Bought at least once in the last 90 days, counting from delivery and not from the order.
What the model assumes
Sales divided by average inventory, aggregated for the whole company.
What your company defines
Units sold in 30 days, by store and by SKU, ignoring transfers between stores.
What the model assumes
Reached or passed the number, regardless of the period.
What your company defines
Reached the number and held it for two months in a row. One good month alone does not count.
↑ the last one comes from no table. it lives in someone's head.
Most AI pilots never reach operations, and the most cited reason is not the model. It is the lack of context.
The GenAI Divide · MIT NANDA · 2025A catalog says where. Context says what it means.
Most companies already have a list of tables and columns with descriptions. It answers where the data is and stops there. AI reads the list and keeps guessing the rest.
The definition has an owner
When two areas disagree on what revenue is, someone decides. That decision needs to be written down and signed.
The number has a source
Which table it came from, with which filter, over which slice. Without that the number does not survive the second question.
The rule has a date
Definitions change. A March report built with the July rule is an error that is hard to find later.
You saw it work with an example. Run it with your data.
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Want to see your AI answering with your definition?
Context Diagnostic: a conversation with Omnis connected to your data and, if it makes sense, a day with your team.
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