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Modern Cloud Infrastructure, SRE & Data Streaming Engineered for Scale

BPMBI helps enterprise teams design, automate, and optimize Kubernetes, real-time data pipelines, GitOps workflows, and cost-controlled AI inference models.

bpmbi-sre-automation.yaml
# bpmbi-sre-automation.yaml
apiVersion: platform.bpmbi.com/v1alpha1
kind: EnterpriseSREStack
metadata:
  name: augusta-production-cluster
spec:
  certifiedBy: "Golden Kubestronaut"
  sloTarget: 99.99%
  gitOpsEngine: ArgoCD
  observability: OpenTelemetry
Illustrative example configuration — not a published product or measured SLA.

A simplified reference architecture

Diagram of the BPMBI reference architecture: app traffic ingresses into a Kubernetes cluster, which is managed via GitOps (ArgoCD/Crossplane), streams events through Kafka/Redpanda, serves open-weights model inference, and feeds Spark/Flink processing into a Delta Lake/ClickHouse lakehouse.
A simplified BPMBI reference design connecting platform, reliability, data, and AI capabilities — not a diagram of any specific client's deployed system.

Core Consulting Pillars

Nine areas of deep technical expertise, built around CNCF-standard, battle-tested patterns.

Kubernetes & CNCF Ecosystem

Enterprise Kubernetes & CNCF Cloud Architectures

Architect, deploy, and scale multi-tenant Kubernetes clusters across AWS, GCP, and Azure, following CNCF-published patterns.

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Site Reliability Engineering (SRE)

Enterprise SRE Practice Modernization

Transition from reactive troubleshooting to high-availability engineering with observability, incident response, and SLO/error-budget discipline.

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Data Streaming Pipelines

Real-Time Data Streaming with Kafka, Flink & Redpanda

Resilient, event-driven streaming architectures built for high throughput and low latency, sized to your actual workload.

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Infrastructure as Code (IaC) & Immutable Images

Terraform Automation & Golden Image Maintenance

Eliminate configuration drift with immutable, declarative infrastructure and automated image pipelines.

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GitOps & Control Plane Deployments

GitOps Continuous Delivery & Custom Control Planes

Standardize deployments using continuous reconciliation and manage multi-cloud infrastructure declaratively through Git commits.

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AI Infrastructure & Token Cost Reduction

Cost-Controlled Open-Weights Inference Models

Reduce proprietary LLM token expenses by serving open-weights foundation models on infrastructure you control, at a quality and latency bar you set.

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High-Performance Data Lakehouses

Scalable Data Lakehouse & OLAP Architectures

Unify transactional data, analytical pipelines, and real-time dashboards with a lakehouse architecture sized to your actual data volume and query patterns.

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Cloud FinOps & Cost Optimization

Cloud FinOps & Infrastructure Cost Optimization

Cut cloud spend without cutting capacity — cost allocation, commitment planning, and autoscaling sized to your actual usage.

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Zero-Trust Security & DevSecOps

Zero-Trust Security & DevSecOps for Kubernetes Platforms

Network policy, admission control, runtime detection, and secrets management built into the platform — not bolted on before an audit.

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Get the Kubernetes Golden Image Checklist.

Our step-by-step checklist for building immutable, security-hardened Kubernetes node images with Packer and Terraform. We'll email it to the address below.

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