---
title: "AI Data Curator: Detect and Fix Bad Data in Field Sensors"
description: The best AI-powered tool for detecting and fixing data quality issues in data from remote field assets.
---

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# Bad Data = No Data

When it comes to critical infrastructure, failure is not an option.  
The AI Data Curator will detect & fix all your data quality issues.

[![Learn More](https://no-cache.hubspot.com/cta/default/20038431/b208892c-ab71-4dab-87de-2553708cad04.png)](https://cta-redirect.hubspot.com/cta/redirect/20038431/b208892c-ab71-4dab-87de-2553708cad04)

 

 

## LEVERAGE AI TO DETECT & FIX BAD FIELD DATA

#### Get the only solution you'll need to find & repair your data.

![Stale data](https://www.ayyeka.com/hs-fs/hubfs/Stale%20data.png?width=326&height=181&name=Stale%20data.png)

#### Stale Data

A data set whose values haven't changed for a while but most likely should have.

![Missing data](https://www.ayyeka.com/hs-fs/hubfs/Missing%20data.png?width=327&height=181&name=Missing%20data.png)

#### Missing Data

A data set that contains a period that has no values.

![Erratic readings](https://www.ayyeka.com/hs-fs/hubfs/Erratic%20readings.png?width=313&height=191&name=Erratic%20readings.png)

#### Erratic Readings

A data set with fluctuating values that do not make sense.

![Data shift](https://www.ayyeka.com/hs-fs/hubfs/Data%20shift.png?width=325&height=168&name=Data%20shift.png)

#### Data Shift

A sudden increase or decrease in the mean value of the data set.

 

![Data Drift](https://www.ayyeka.com/hs-fs/hubfs/Data%20Drift.png?width=370&height=167&name=Data%20Drift.png)

#### Data Drift

A steady increase or decrease in values over a period of weeks or months.

![Irregular sample rate](https://www.ayyeka.com/hs-fs/hubfs/Irregular%20sample%20rate.png?width=370&height=167&name=Irregular%20sample%20rate.png)

#### Irregular Sampling Rate

A data set in which the values are not spaced evenly over time.

*"Every year we spend over $300K on manual data cleaning. And we hardly get to 50% of our data. The AI Data Curator changed the way we utilize data. I cannot imagine going back to the manual process."*

**Jeff Oppenheimer**  
Stormwater Modeling Tech

 

### 01  Detect in a breeze

###### No more busy work

The AI Data Curator automatically detects various data quality issues in field sensor data. AI, ML, and pattern recognition techniques  identify problems, allowing field crews & data analysts to respond ASAP. With this powerful tool, you can rest assured that your data is of the highest quality possible.

 

 

### 02  FIX WITH A CLICK

###### HARNESS THE POWER OF AI

Got bad data? Fed up fixing it by hand? There's a faster way! With the AI Data Curator, you can accurately repair bad and unreliable data at a click. Just pick the most appropriate option from the AI-generated data suggestions. 

 

 

## Tell us about you!

We're here to help!

[Contact Us](https://www.ayyeka.com/ai-data-curator#tmp1_module_1659890713930)

 

## Want to hear more?

Let's talk!

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