Duration
2-4 weeks
Deliverables
Audit report + prioritized action plan + technical roadmap
Format
Technical analysis + team interviews + load testing (if needed)
What's included
- Evaluation of existing ML pipelines (data quality, drift, monitoring)
- Data and model governance
- Security and compliance (GDPR, algorithmic bias)
- Optimization recommendations (costs, performance, scalability)
- Evaluation of GenAI opportunities and RAG architecture
- Cost-benefit analysis and ROI
Our process
1
Technical analysis and team interviews
2
Load testing and benchmarking
3
Audit report delivery and prioritized action plan