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Case studies
Legacy Modernization Under NDA Constraints
Guided a phased modernization program for a legacy platform while protecting confidentiality and maintaining delivery commitments.
- 42% reduction in high-severity incident volume
- 33% faster feature delivery in migrated domains
ML Observability Rollout for Workflow Automation
Productionized ML-backed workflow automation with model health tracking, alerting, and cost controls.
- 29% improvement in task completion quality
- 34% reduction in inference spend per completed workflow
CI/CD Acceleration for a Regulated Product Team
Improved release reliability and deployment cadence for a regulated SaaS platform under strict compliance constraints.
- 47% faster lead time from commit to production
- 61% reduction in deployment failure rate
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