Performance issues on the messaging app, Slack, are making remote work difficult on October 5, 2020. (Shutterstock)

Slack had a case of the Mondays. The company said it was having performance issues much of the day on Monday — potentially causing trouble for the many companies that rely on the workplace communication tool to keep remote teams running.

The company noted around 10 a.m. ET that some users might be experiencing slowness with the Slack's desktop, mobile and browser applications. It said the issue was causing delays in some messages and calls. About two hours later, Slack said some users may be unable to connect to the service, while others are still experiencing "general performance issues," adding that the company is "continuing to dig in on our side" and will provide updates.

It later said some users may be unable to connect, and the search function was also affected. Just after 2 p.m. ET, the company added that it continues to "see improvement, but some users may still be experiencing delays," and that it would continue providing updates.

At around 5:30 p.m. ET, the company said all users should be able to access Slack but could still encounter features not working correctly, such as files failing to upload.

With millions of people unable to work in their offices, Slack and rival Microsoft Teams have become crucial communications tools to keep many businesses up and running during the pandemic. Slack has more than 12 million daily active users, including many major tech companies and news organizations.

"Our teams are aware and are investigating the issue," a Slack spokesperson said in a statement to CNN Business Monday morning. "We know how important it is for people to stay connected and we are working hard to get everyone running as normal. For the latest updates please keep an eye on @slackstatus and status.slack.com."

Slack declined to say how many users were affected. The website Down Detector listed as many as 1,900 reports Monday morning, including problems related to connecting and sending messages, with reports declining throughout the day. Down Detector showed the majority of the Slack reports were from the United States.

"Slack" was also trending on Twitter Monday morning, with users complaining of slow service and challenges with logging in.

"Slack being down is the WFH snow day," one Twitter user said.

We're happy to report Slack should be working as expected as of 1:41 p.m. PDT. We're sorry for the trouble. Thanks for your patience today. https://t.co/7hFKxXV7Dd

— Slack Status (@SlackStatus) October 5, 2020