MNsure has scheduled IT upgrades for late August that are meant to respond to long-standing complaints the system can't keep up with important life changes for enrollees.
The state's health exchange also is spending $473,000 to provide website users with an online tool that will help them understand out-of-pocket costs associated with different health insurance options available through MNsure.
Both technology advances were announced during a MNsure board meeting in St. Paul on Wednesday.
Even with the new features, MNsure officials acknowledged that the technology road remains rough, including disclosures this summer about a large backlog in health insurance renewals and problems with sending invoices.
"We acknowledge that we're not where we want to be," said Scott Peterson of the state's MN.IT department.
Minnesota launched the MNsure exchange in 2013 to implement the federal Affordable Care Act. People can use the exchange to buy private health insurance coverage, or enroll in Medicaid and MinnesotaCare.
MNsure is also the computer system that state and county workers use to manage cases for people in the public health insurance programs.
For more than a year, county government workers across Minnesota have complained about their struggles to use MNsure to record "life events" for people with publicly funded coverage.