Root18D / Products
Working demos, not slideware
Each product is a small, deployed AI agent or tool grounded in the engineering already documented in a Root18D project record or field note — try them directly, no signup required.
Extends P05 Sales Engineering
An AI agent that explains Azure cost anomalies in plain language and recommends concrete next steps, extending the FinOps advisory work in the Sales Engineering case study.
Extends P01 RAG Onboarding
Hosted faithfulness, relevance, and context-recall scoring for any retrieval-augmented generation pipeline, extending the grounding work in the RAG Onboarding case study.
Extends P03 BETA-MIND
A structured course on LoRA, QLoRA, distillation, and RLHF, built from the training-the-delta field note, with one free sample module you can try right now.
Extends P06 Global Support Delivery
AI-assisted queue routing with retrieval-grounded runbooks, extending the standardized operating model from the Global Support Delivery case study.
Extends P04 Cloud Capacity
Estimate inference cost and latency for a model-plus-GPU combination before committing infrastructure, grounded in real Azure GPU pricing and published memory-bandwidth specs from the serving-the-token field note.
Extends P04 Cloud Capacity
Scans a sample deployment configuration against the confidential-computing production checklist and returns a prioritized remediation plan, extending the confidential-computing-inference field note.