Inclusion Criteria:  UPMC Health Plan members Age 21+ -Hospitalized with a primary diagnosis of sepsis or lower respiratory tract infection, -- Discharged to home, independent living facility, or skilled nursing facility Readmission risk is moderate or high  Exclusion Criteria:  Admitted from hospice; Discharged to hospice, inpatient rehabilitation, or a long term acute care facility; Known to be pregnant; Current enrollment in another remote patient monitoring program; Failure of the Callahan 6 item cognitive screen and do not have a proxy to consent; No access to a technological device required to participate in remote patient monitoring program; Current enrollment in UPMC Advanced Illness Care program; Severe, persistent cognitive impairment; No documented PCP; PCP disapproves of the patient being enrolled in remote patient monitoring; Discharged from hospital to skilled nursing facility and stay at the skilled nursing facility for greater than 28 days