Ask your system a question and get a report ready to send.
A chat assistant inside the application you already use, connected to the database your company already has. Your team asks in everyday language, for example “who owes me for more than 60 days?”, and gets a table, a chart and a report to export to PDF or HTML.
The demo runs on a CRM with fictional companies, people and amounts.
An extension of your system, not a new system
The module is added as a chat panel inside your application, whether it's one we built at kiub or one your company already has. It works on the database where your information is already consolidated.
In your own words
“Sales by rep this quarter”, “new clients this month by source”. No formulas, no filters.
Your database, with permissions
It translates the question into a read-only query and respects what each user can see in your application.
Table, chart and report
The answer arrives with a summary, the table, a simple chart and buttons to export to PDF or HTML.
Chat inside your app
A button and a side panel on the screens your team already uses. No need to open another tool.
Tables and charts
Each answer comes with the data in order and a bar or proportion chart when it helps to read them.
Exportable reports
Download the answer as a PDF to print or as HTML to share by email.
Visible query
Anyone who wants to check can see the query that was run against the database. Useful for validating the numbers.
Respects roles
Management sees the whole company; a sales rep sees only their own portfolio. The same rules as your application.
Tuned to your business
We configure it with your tables, your terms and the questions your team asks most often.
Works with the database you already have
There's no need to migrate or duplicate information. The assistant connects to your current database with a read-only user.
If your information lives in a closed system with no access to the database or an API, we review it case by case before quoting.
Because it plugs into what already exists
The expensive part of a system is the database, the application and the consolidated information. If your company already has that, the AI module just adds the layer of questions and reports on top. That's why the work is measured in weeks, not months.
The assistant reads, it doesn't modify
Read-only user
It connects with a database user that can only query. It doesn't create, edit or delete records.
Respects your app's roles
Each person gets answers only about what they can already see in your application.
Limited tables and columns
We define with you which tables and columns it can query. Anything sensitive can stay out.
Query log
A record of the questions and the queries run is kept, so you can review usage when needed.
To understand each question, the assistant uses an AI model from an external provider. We define with you what information is sent to the model and which provider to use, according to your internal policies.
2 to 4 weeks, depending on scope
Between 40 and 100 hours of work, depending on how many tables, roles and report types your team needs.
Assessment and connection
We review your database and your application, and define permissions and your team's most frequent questions.
Assistant and reports
We integrate the chat panel, the answers with tables and charts, and the PDF and HTML export.
Testing and launch
We validate the numbers with your team, tune the terms and take it to production.
A clear estimate from the start
- Chat panel built into your application
- Read-only connection to your database
- Answers with a table, chart and summary
- PDF and HTML export
- Respect for your app's roles and permissions
- Tuned to your team's frequent questions
Don't have the database or the application yet? It's quoted as a full system with the AI module included, from US$4,500.
- How many tables and data sources are connected
- How many roles and permission rules need to be respected
- How many report types and charts are prepared
- Whether the application is from kiub or another vendor
Before you start
Does the demo use real artificial intelligence?
Not in the demo: the answers are calculated in your browser with the CRM's fictional data, to show you the experience. In your system, yes: an AI model interprets the question and queries your database with read-only permissions.
Does it work with an application that kiub didn't build?
Yes, if we can integrate the panel into the application and connect to its database or an API. We confirm that during the assessment, before quoting.
Can the assistant change or delete data?
No. It connects with a read-only user and only queries the tables we define with you.
What happens if I ask something it can't answer?
It says so clearly and suggests questions it can answer. We prefer that to making up a number.
Are there monthly costs?
The AI model's usage is billed by the provider based on the volume of questions. We give you an estimate with your expected usage before we start.

Real engineering, powered by AI
Code that is reviewed, tested and maintained. AI speeds things up, people stand behind the work. That's why we can offer affordable prices.
- ✔ Reviewed
- ✔ Tested
- ✔ Maintained
Want an assistant like this on your data?
Tell us which system and database you use today, and which questions your team asks every week. We'll reply within 24 hours with the next steps.
WhatsApp: Costa Rica +506 6451 1884 · USA +1 786 603 9420



