# Our Insights

## Category: Data Science

### [Using AI to Enhance Failure Detection in Becton Dickinson’s Medication Dispensing Systems](/content/failure-mode-ai/index.html)

Becton Dickinson (BD), a global medical technology leader, receives hundreds of thousands of service records each year related to their MMS (Medication Management Solutions) dispensing products.

### [Automating BD’s Complaint Classification Using Machine Learning](/content/automating-becton-dickinsons-complaint-classification-using-machine-learning/index.html)

Analytica develops an unsupervised complaint reclassification model for Becton Dickinson resulting in 95% matching accuracy.

### [Automating Quality Metric Reporting for Becton Dickinson](/content/automating-quality-metric-reporting-for-becton-dickinson/index.html)

Analytica was tasked with creating a global quality metrics platform for the MDS Business Unit and automating the creation of such metrics to support 2019 FDA Audit…see how we did!

### [Transforming Public Health: Respiratory Virus Dashboard for the California Department of Public Health](/content/transforming-public-health-analytica-consultings-respiratory-virus-dashboard-for-cdph/index.html)

Analytica Consulting is proud to announce the successful release of a trailblazing Respiratory Virus Dashboard. Using statewide data, this public-facing dashboard provides weekly updates and analysis on hospitalizations, deaths, and tests for both influenza and COVID-19, as well as ICU bed availability in California.

### [Celebrating Success: Award-Winning Collaboration with the California EPA’s Department of Toxic Substances Control](/content/celebrating-success-analytica-consultings-award-winning-collaboration-with-dtsc/index.html)

Analytica project with DTSC awarded the Best of California Award for Innovative Use of Data Analytics.

### [Empowering Citizen Engagement: Introducing the Public Input Data Dashboard](/content/empowering-citizen-engagement-introducing-the-public-input-data-dashboard/index.html)

In an era where citizen participation and fair representation are paramount, the California Redistricting Commission (CRC) has partnered with Analytica Consulting to develop an innovative solution: the Redistricting Public Input Data Dashboard.

### [Steve Rimar Speaks at DataCon LA 2022](/content/steve-rimar-speaks-at-datacon-la/index.html)

Steve Rimar of Analytica Consulting featured on Data 4 Good series of pre-recorded videos at Data Con LA 2022.

### [Improving Field Service KPI Reporting for Cymer](/content/improving-field-service-kpi-reporting-for-cymer-2/index.html)

Cymer hired Analytica to streamline the transformation of various field service event data sources to a robust KPI dashboard.

### [Measuring Teacher Training Programs More Effectively](/content/measuring-teacher-training-programs/index.html)

See how we helped measure teacher training programs using modern, interactive visualizations.