# ML Playground

> ML Playground is an AI data scientist that runs experiments on your data and learns from each one. Coming soon from Web Vijayi. Register interest.

URL: https://webvijayi.com/ml-playground/

## The short answer

The ML Playground is an AI data scientist that runs experiments on your data and learns from each one. It is coming soon from Web Vijayi. Register interest to hear when early access opens.

## An instrument for questions

Most businesses keep years of records and ask very few questions of them. Asking well is slow work. You form a guess, prepare the data, try a method, look at what came back, and decide what to try next. A data scientist spends most of the day in that loop.

The ML Playground is being built to run that loop for you.

## How it is meant to work

*Planned design: details may change before launch.*

**1. You bring a question and a table.**
"Which customers are likely to stop ordering?" alongside your order history.

**2. It plans an experiment.**
It states what it will try and why, in plain words, before it runs anything.

**3. It runs the experiment and records the result.**
Each run is written down: what was tried, what happened, how far to trust it.

**4. It learns from the record.**
The next experiment starts from what the last one showed. Over time, the notebook becomes a history of what your data can and cannot tell you.

## A page from the notebook

*Illustration of the format. Not real data.*

```
Experiment 01
Question   Which customers are likely to stop ordering?
Tried      A simple baseline using days since last order
Result     Recorded, with how reliable it is
Next       Add order frequency and see whether the answer improves
```

## What we are careful about

- **It shows its working.** Every result comes with the method and an honest note on how far to trust it.
- **It says when the data is not enough.** A clear "we cannot tell from this" is a result too.
- **Your data stays yours.** Storage, access and deletion will be published before launch.

## Register interest
Leave your details and we'll write when early access opens.

| Field | Label | Notes |
|---|---|---|
| name | Your name | Required |
| email | Email | Required |
| org | Company | Optional |
| data | What data would you bring? | Optional, short text. Placeholder: "e.g. three years of sales in a spreadsheet" |
| question | What would you like to ask of it? | Optional, short text |

**Button:** Register interest
**Success:** "Thank you. You are on the list."
**Small print:** We use your details only to tell you about the ML Playground. [Privacy](https://webvijayi.com/privacy/)

## Need answers sooner?

Our [data and machine learning](https://webvijayi.com/services/data-and-ml/) service does this work with you now, by hand and with care.

## Frequently asked questions

### Is the ML Playground available now?

Not yet. It's in development. Register interest and we'll write to you when early access opens.

### What kind of data will it work with?

Tabular business data to begin with: the rows and columns in spreadsheets and databases, such as sales, bookings, stock or customer records.

### Will my data be safe?

We will publish exactly where data is stored and who can see it before anyone uploads anything.

### Can I get help with my data before it launches?

Yes. Our data and machine learning service does this work with you today.