Why Adaptam?

Adaptam is a desktop analytics application that helps users — and the LLMs working alongside them — produce 100% correct answers across spreadsheets, charts, tables, and data visualizers. Its deterministic AI removes the need for data-tool expertise. And because every data analytics answer is also presented in plain language, you can verify that the right question was actually answered.

Adaptam overcomes the stochastic nature of LLMs

LLMs are stochastic by design. That randomness is why they can return different answers to the same question and occasionally hallucinate. Adaptam’s deterministic AI only gives reproducible right answers, eliminating the wrong options an LLM might generate — and cutting your LLM’s token burn in the process.

However, Adaptam cannot stop the LLM from answering the wrong problem. Adaptam guards against this too: its plain-language description of each data analytics answer lets you confirm that the correct question was answered.

Adaptam simplifies direct use

Adaptam’s deterministic AI guides remove the technical barrier to analytics and support the business problem-solving process:

• You don’t need SQL, Python, or a specialized data tool. Adaptam’s guides identify data issues and table joins for you, then present correct solutions with enough context for anyone to act on them.
• The data analytics guides offer only 100% correct options, each paired with a plain-language description of what it does.

Adaptam: the right choice for data analytics, with or without an LLM.