🗺️ Product Roadmap
What We're Building
Our product roadmap for AI infrastructure tools and services.
Product Roadmap
Last updated: March 2026
🚀 Current Focus
AI Infrastructure Consulting
Status: Accepting Clients
- AI/ML Deployment & Infrastructure
- MLOps & AI Reliability
- Custom AI Agents & Tooling
- AI Infra Audit framework (standardized assessment)
- First case study publication
AI-SRE Agent
Status: In Development
- Incident detection from monitoring data (Prometheus, Datadog)
- Auto-remediation playbooks for ML pipeline failures
- Slack/PagerDuty integration for AI system alerts
- GPU utilization monitoring and auto-scaling triggers
🔮 Upcoming
ML Model Monitoring Dashboard
Production ML observability — open-source
- Data drift detection and visualization
- Model performance degradation alerts
- Integration with TorchServe, Triton, vLLM
- Grafana dashboard templates
RAG Reliability Toolkit
Production-ready RAG systems
- Retrieval quality monitoring
- Hallucination detection pipelines
- Automated evaluation benchmarks
🌟 Future
AI Cost Optimizer
- GPU utilization analysis and right-sizing
- Spot instance orchestration for training
- Cost-per-inference tracking
LLM Gateway
- Rate limiting, caching, and fallback routing
- Cost tracking per team/project
- Prompt versioning and A/B testing
Have a feature request? Email contact@resiliotech.com