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Conversational Analytics

Executives type questions as if talking to an analyst and get numbers and charts instantly.

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Conversational AnalyticsSample data
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Pick a question above or type your own. AI pulls the numbers and draws the chart

Go ahead and try it. This screen simulates the system with sample data.

Highlights

Ask across systems, such as ERP sales compared with costs from accounting

Ask across systems, such as ERP sales compared with costs from accounting

Get answers as charts, tables or short summaries

Get answers as charts, tables or short summaries

Users see only the data they are permitted to access

Users see only the data they are permitted to access

What Conversational Analytics is and how it helps your organisation

Executives want to know which branch is losing sales or why costs rose this month, but every question means asking the reporting team and waiting days. What comes back is often several Excel files whose numbers do not match. The dashboards you invested in answer only the questions someone anticipated, and any new question sends you back to the queue.

Conversational Analytics lets you type a question as if talking to an analyst and get a chart, a table or a short summary right away. The AI turns the question into a query against your real databases, can work across systems such as ERP sales compared with costs from accounting, and explains every time which tables the numbers came from and how they were calculated. Each user sees only the data they are permitted to access.

After go-live, executives get answers in minutes instead of days, the data team stops rebuilding the same reports, and the errors that come from combining figures by hand disappear. Khaojai IT designs the BI system around the questions your organisation actually asks and connects it to your existing ERP, accounting system, databases and Excel files without moving the data.

Questions buyers ask before starting

How long does implementation take

It depends on the number of source systems and how clean the data is, typically 2 to 4 months. We usually start with the questions executives ask most often and expand to other systems afterwards.

Can it connect to our existing systems

Yes. It connects to SAP, Express, SQL databases, Google Sheets and Excel files through standard connectors or APIs, and your data stays in the systems where it lives today.

How reliable are the numbers the AI gives

The AI does not make up figures. It generates queries against your real databases and shows the source every time. You can inspect the query and the source tables, and your data team can define shared metric definitions in advance.

How are data security and PDPA handled

The system follows the same permissions as your source systems, so users see only the data they are allowed to. Every question is logged, and the system can run on your own servers or on cloud infrastructure in Thailand.

AI in this system

AI turns questions into data queries and explains where every number comes from.

  1. 01Understands Thai questionsReads casually typed questions and works out which numbers you actually want.
  2. 02Turns questions into queriesWrites the data queries against the right databases for you.
  3. 03Picks the answer formatChooses a chart, a table or a short summary to suit the question.
  4. 04Shows where numbers come fromExplains which table, time range and calculation produced each figure.

Works with the systems you already use

LINEMicrosoft 365Google WorkspaceSAPExcelExisting systems through APIs

Questions about Conversational Analytics?
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Which organizations is Conversational Analytics a good fit forCan Conversational Analytics connect to our existing systemsWhat do we need to prepare to start a project