Case Study: How the Kansas City Police Crime Lab Enhanced DNA Workflow Automation and Eliminated Manual Processes with Forensic Advantage

Customer: Kansas City Police Crime Lab (KCPCL)

Industry: Law Enforcement & Forensic Science

Challenge: Evolving DNA casework demands were outpacing the flexibility of the lab's existing batch processing system, forcing analysts to rely on manual, Excel-based processes for critical steps.

Solution: Forensic Advantage LIMS — Batch Processing Module

The Problem: Existing Automation Could No Longer Keep Pace with Evolving Demands

The Kansas City Police Crime Lab (KCPCL) is a multidisciplinary, ANAB-accredited forensic laboratory with a history dating back to 1972. Serving Kansas City, MO, and many surrounding communities, the lab has consistently grown in scope and scale, leading to continuous investments in personnel and technology, including the implementation of the Forensic Advantage LIMS in 2010.

By 2019, KCPCL's DNA section had identified a critical gap. While bi-directional communication between their LIMS and lab instrumentation had been in place since the original 2010 implementation, the evolving demands of DNA casework required more advanced workflow capabilities than the existing system could provide. Key processes (including plate mapping and concentration calculations) were still being managed manually through Excel spreadsheets, introducing unnecessary risk for human error and limiting throughput. The lab needed a way to adapt its workflows independently, without being constrained by the limitations of the previous system or requiring vendor intervention for every change.

The Solution: A Purpose-Built Batch Processing Module, Developed in Partnership

Forensic Advantage collaborated closely with KCPCL to document specific automation requirements and integrate direct customer feedback into the development of an upgraded Batch Processing module. This was not an off-the-shelf solution; it was built to address the precise needs KCPCL identified.

The implementation process involved:

Bi-Directional Instrument Integration: Automating the flow of data between the LIMS and lab equipment so that batch results could be imported directly into case records, eliminating manual transcription and ensuring data consistency from instrument to report.

Elimination of Manual, Excel-Based Processes: Plate mapping and concentration calculations (previously managed through spreadsheets) were fully automated within the LIMS, significantly reducing the risk of human error in critical DNA analysis steps.

Enhanced Audit Tracking: Strengthening the traceability of sample results and chain of custody through automated, system-logged processes, supporting KCPCL's ANAB accreditation and audit-readiness requirements.

Flexible, Lab-Controlled Workflow Management: Empowering the DNA section to adjust and configure batch processing workflows independently, without requiring external support from Forensic Advantage; giving lab administrators direct control over how their processes evolve.

Improved Data and Report Management: Providing greater flexibility in how data is managed, reviewed, and compiled into reports, streamlining the path from analysis to final deliverable.

The Results: Measurable Improvements in Efficiency, Data Integrity, and Lab Independence

In 2022, KCPCL implemented the new Forensic Advantage Batch Processing module, marking the single largest LIMS upgrade the lab had undertaken since its initial implementation in 2010. The transition was part of KCPCL's ongoing commitment to continuous improvement and operational excellence.

The impact was significant:

Increased Analyst Productivity: By automating routine tasks such as plate mapping and data import, lab personnel were freed to focus on more complex analyses, directly increasing the DNA section's throughput and capacity.

Enhanced Data Integrity: Automated data handling replaced manual entry points, reducing the risk of transcription errors and ensuring higher accuracy and reliability across casework, a critical factor for courtroom defensibility.

Simplified, Self-Sufficient Workflows: The DNA section gained the flexibility to adapt its workflows quickly to new challenges and evolving requirements, without waiting for external vendor support. This level of lab-controlled configurability has been a meaningful operational improvement.

A Benchmark for Automation: KCPCL's successful implementation has set a standard for other forensic labs looking to transition away from manual, spreadsheet-dependent processes toward a more automated, paperless environment.

Conclusion: Kansas City Police Crime Lab

The Kansas City Police Crime Lab's experience demonstrates the powerful, practical impact of purpose-built automation on forensic lab operations. By partnering with Forensic Advantage to develop and implement an advanced Batch Processing module tailored to their DNA section's specific needs, KCPCL has enhanced efficiency, strengthened data integrity, and gained greater independence over its own workflows.

Forensic Advantage is proud to have played a role in KCPCL's journey toward greater operational excellence, and we look forward to continuing our partnership for years to come.