Analytics Agent

Ask business questions. Get trusted answers.

Analytics Agent gives teams a natural way to access the business through AI — while grounding every answer in context your analysts and data teams already control.

Watch the Product

Ask business questions. Get trusted answers.

Analytics Agent sits on top of the trust layer. Users ask in plain language; every answer is grounded in governed business logic — not a black-box guess from raw tables.

Recorded from the live product. Analytics Agent — conversational access, governed answers.

Natural access

Users ask questions the way they think about the business.

Trusted grounding

Answers are generated on top of context the organization already defined.

Business-ready output

Responses are designed to support decisions, not just surface data points.

Why Generic AI Question-Answering Breaks

Asking in plain language is easy. Trusting the answer is hard.

Generic AI analytics tools can make it look simple to ask a question in natural language. The challenge begins when the question depends on business definitions, local context, exceptions, and logic spread across systems and teams. Without a trusted layer underneath, conversational analytics becomes fast but unreliable.

What Analytics Agent Does

Turn trusted context into usable answers.

Analytics Agent sits on top of the trust layer built by your analysts and data teams. It helps business users, operators, and decision-makers ask questions naturally while ensuring that answers stay grounded in governed business logic rather than ad hoc guesswork.

Traceability and Trust

Answers should be usable because they are explainable.

Analytics Agent is designed so that answers do not feel like unexplained AI output. The business should be able to trust that the response is grounded in governed context, and data teams should be able to understand where that answer came from.

How It Fits the Organization

One access layer for the people who need answers.

Analytics Agent helps reduce the load on analytics teams without cutting them out. Business users get faster access to answers. Analysts keep ownership of the trust layer underneath.

Built for Real Operating Questions

Built for real operating questions.

Why did this category slow down last week?
Which promotions are driving volume but hurting margin?
Where are we losing conversion because of inventory mismatch?
Which channels or regions are dragging down performance?
What changed in retention quality this quarter?

How It Connects

Analytics Agent works because the rest of the system exists.

The agent is only one part of AlchemData. It works because Context Builder gives it governed business logic to operate on, and because the same trust layer can also power proactive outputs like Insight Feed.