Automate Your Operations with Autonomous AI & Serverless Workflows.
We build custom Voice AI dispatchers, automated invoice auditors, and internal knowledge agents—saving your team 20+ hours every week.
Cloud Engineering • AI • Data Pipelines
Engineered to help enterprise organizations scale cloud infrastructure, deploy autonomous AI models, and build real-time data pipelines.
Cloud Engineering & Infrastructure
Multi-Cloud Architecture, Kubernetes & GitOps Automation
Architect, scale, and automate resilient multi-cloud infrastructure on AWS, GCP, and Azure. We deploy zero-downtime Kubernetes clusters, Terraform IaC, and automated GitOps CI/CD pipelines.
- Infrastructure as Code (Terraform, Pulumi, CloudFormation)
- Zero-downtime Kubernetes (EKS, GKE, AKS) orchestration
- Automated CI/CD GitOps pipelines with ArgoCD & GitHub Actions
AI & LLM/ML Systems
Autonomous AI Agents, Fine-Tuning & Sub-150ms Voice Triage
Build, fine-tune, and deploy production-grade LLM models, voice triage agents, and autonomous RAG assistants. Replace manual back-office tasks with 99.4% precision and zero headcount growth.
- Sub-150ms Voice AI emergency triage & conversational dispatch
- Domain-specific fine-tuning for proprietary LLM inference
- Multi-modal document vision OCR for invoice & PO auditing
Real-Time Data Pipelines
High-Throughput Streaming ETL, Event Buses & Vector DBs
Unlock the power of your data with real-time streaming data pipelines. We build scalable event-driven architectures with Apache Kafka, Spark, ClickHouse, and vector database indexing.
- High-throughput real-time event streaming with Apache Kafka
- Sub-second analytical queries on ClickHouse & Snowflake
- Automated ETL/ELT pipelines with dbt and Airflow
@CloudAndQueries
Official ChannelCloud Engineering • AI • Data Pipelines
Deep-dive technical tutorials, live coding, and architectural benchmarks for cloud engineers, AI builders, and data architects.
Featured Video Tutorials
Master cloud infrastructure, LLM agents, and streaming data pipelines.
Building Production Autonomous LLM Agents & Vector RAG
Step-by-step architectural breakdown of sub-150ms voice triage models, multi-modal OCR extraction, and hybrid BM25 + vector search.
Cloud Engineering: Terraform & Kubernetes Production Setup
Zero-downtime multi-region Kubernetes cluster deployment, automated ingress routing, and GitOps CI/CD pipelines for enterprise scale.
Calculate Your Annual Cost Savings
Adjust your team size and weekly back-office manual hours to visualize instant savings and efficiency gains.
Operational Parameters
Based on CloudAndQueries benchmark deployment data assuming 80% automated workflow retention across voice triage, OCR invoice reconciliation, and internal knowledge lookup.
Real-World Impact & Quantified Case Studies
Explore how leading enterprise organizations scaled operations without increasing headcounts.
MetroCare Health Logistics
"CloudAndQueries transformed our 24/7 emergency dispatch operations. Call response latency dropped from 4 minutes to under 120 milliseconds."
Operational Transformation Matrix
- ✕4-5 minute queue times during peak emergency surges
- ✕Manual phone triage causing operator fatigue and errors
- ✕Inconsistent CRM note logging requiring post-call admin work
- Instant multi-channel Voice AI triage answering 100% of calls
- Automatic GPS geofence CAD dispatch to nearest ambulance unit
- Structured clinical transcript automatically synced to EHR
Engineered for Bank-Grade Security & Speed
Explore the multi-layered neural architecture powering sub-150ms autonomous voice triage, document extraction, and vector memory.
Neural Inference & Fine-Tuned LLM Triage Engine
Custom fine-tuned domain models for clinical triage, financial OCR matching, and automated dispatch routing trained on enterprise-specific datasets with strict safety guardrails.
Book Your Custom AI Architecture Demo
Get an interactive 1-on-1 strategy call with a Lead Solutions Architect.
Select Your Primary Automation Focus
Which workflow consumes the most manual back-office hours in your organization?