What We Build
GenAI designed for engineering and operations — secure, grounded, and connected to your real systems.
RAG Knowledge Copilots
Query runbooks, architecture docs, incident history, and Confluence/Jira with citation-backed answers for SRE and platform teams.
AI Agent POCs
4–6 week proof-of-concepts: deployment agents, incident copilots, FinOps assistants — scoped KPIs and production path defined upfront.
LLM Workflow Automation
Automate ticket triage, change-request analysis, compliance checks, and approval flows with orchestrated LLM + tool calling.
Private & Secure Deployment
VPC-hosted models, API gateway controls, PII redaction, audit logs, and RBAC — enterprise-ready from day one.
Cloud-Native Integration
Connect GenAI to AWS Bedrock, Azure OpenAI, Kubernetes APIs, GitOps, Prometheus, and your internal tools.
Pilot to Production
Architecture review, MVP build, security hardening, and handover — Meuwic platform engineering plus partner GenAI expertise.
Typical Engagement
- Discovery — Use cases, data sources, compliance constraints, success metrics.
- POC / MVP — RAG pipeline or agent built on your environment in 4–6 weeks.
- Validate — Accuracy, latency, cost, and security review with your team.
- Scale — Production deployment, monitoring, and ongoing MLOps/AIOps support.