Defense Technology
Military DevSecOps Platform Enhancement
A leading military DevSecOps platform faced growing pains as fragmented, unstructured feedback hindered its ability to evolve based on user needs.
Client
Leading Military DevSecOps Platform
Timeline
8 months
Sector
Defense Technology
Challenge
Despite strong technical capabilities, the platform struggled to capture and act on user feedback. Product decisions were made in silos, feature requests got lost in emails and Slack channels, and the roadmap wasn't aligned with actual user pain points. This led to low satisfaction scores and difficulty winning renewals.
Approach
01
Feedback Architecture
Designed integrated system for capturing structured feedback
▪In-app feedback collection system
▪User interview framework
▪Feedback taxonomy and tagging system
02
ML-Powered Analysis
Built automated analysis to surface trends and priorities
▪Natural language processing pipeline
▪Automated sentiment analysis
▪Trend detection algorithms
03
Cross-Functional Workflow
Established processes for feedback-driven product decisions
▪Product council framework
▪Prioritization scoring model
▪User advisory board program
Impact
$1.5M contract
Strategic Partnership
Major defense contractor partnership secured based on roadmap alignment
47% faster
User Onboarding
Streamlined onboarding based on feedback reduced time-to-value
89% positive
User Satisfaction
User satisfaction scores jumped from 68% to 89%
"
We finally have a system that lets us listen to our users at scale and turn that into action.
Colonel James Mitchell
Program Director
Stack
Next.js
Python
OpenAI API
Supabase
React