Commercial Programs
Packaged for Production AI
From your first architecture audit to ongoing production support — every program is designed to make your AI agents faster, more reliable, and cost-efficient.
AI Agent Production Audit
Know in 10 business days why your AI agent will break in production — and exactly how to fix it.
Best for: Startups and product teams with a working prototype.
- Architecture & context pipeline review
- Redis, MongoDB Atlas & vector search assessment
- AWS cloud cost analysis & latency baseline
- Prioritized production-readiness roadmap
RAG & Vector Search Optimization
Improve answer quality, cut retrieval latency, and reduce wasted tokens without rebuilding your stack.
Best for: Teams with poor retrieval quality, hallucinations, or high token costs.
- Chunking strategy & embedding/index tuning
- Hybrid search with MongoDB Atlas Vector Search
- Redis caching layer for retrieval acceleration
- Cost-performance tradeoff report
Production AI Readiness Program
Go from fragile AI prototype to production-grade agent platform in 4–8 weeks.
Best for: Companies moving from pilot to live rollout.
- Full infrastructure audit & context pipeline design
- Scaling roadmap with observability setup
- P50/P90/P99 benchmarking & SLA definition
- Cost optimization & production hardening
Data & Migration Accelerator
Modernize your AI data layer without downtime, data loss, or performance surprises.
Best for: Companies modernizing legacy or underperforming data systems.
- ElastiCache → Redis Cloud, MongoDB → Atlas migrations
- Oracle → MongoDB with schema redesign
- CDC modernization with Debezium & Kafka
- Zero-downtime planning & validation benchmarking
Production AI Support Plan
Keep your AI agents fast, reliable, and cost-controlled every month.
Best for: Teams already in production that need ongoing stability.
- Performance reviews & regression testing
- Cloud cost tracking & optimization
- Observability dashboards & incident advisory
- Monthly architecture recommendations
Not sure which program fits?
Whether you're building your first AI agent or scaling an existing system — we'll help you find the right path. Start with a conversation.
Talk to Us — We'll Guide You