Infrastructure & Platform Engineering

Simple Systems
for Complex Workflows

BP Data designs, builds, and operates the infrastructure behind your software — from bare metal to Kubernetes — so your team ships ideas, not tickets.

Start a Conversation See How We Work
Scroll
The Lifecycle

How We Operate

One system, four movements — designed, connected, tested by failure, and strengthened by it. This is the operating loop behind every engagement.

Animated schematic: a delivery platform is drawn, code flows from source through CI into an orchestrated cluster and on to production, a workload fails and traffic shifts to healthy capacity, then the workload is restored and standby capacity is added. GIT SELF-HOSTED CI / CD RUNNERS INGRESS PROD ORCHESTRATION — K8S / NOMAD APP SERVICES + INTERNAL N8N MAGE STATE DB CACHE QUEUE

Architecture first. Every system begins as a precise drawing — boundaries, dependencies, and failure domains decided before a single server exists.

01 Architect & Build
02 Connect & Deploy
03 Absorb & Adapt
04 Repair & Strengthen
Services

What We Design, Build & Run

Every engagement is scoped around outcomes — faster delivery, fewer incidents, lower spend, and systems your team can actually reason about.

01

Infrastructure Architecture & Systems Design

Cloud, hybrid, bare metal, or self-hosted — systems designed around your actual workflows, with capacity, cost, and failure modes decided on paper before they cost you in production.

02

Kubernetes & Nomad Operations

Cluster design, provisioning, upgrades, and day-2 operations for container platforms — including Nomad cluster hosting — run calmly at any scale.

03

Self-Hosted Platform Services

Bitbucket, GitHub Actions runners, N8N, Mage AI, Proxmox, and the rest of your internal platform — deployed, secured, kept current, and off your team's plate.

04

CI/CD & Developer Platforms

Pipelines and internal platforms that collapse the distance between commit and production — safely, repeatably, and without tribal knowledge.

05

Reliability & Incident Response

Troubleshooting, production support, and post-incident hardening. Recovery is the floor — the goal is making the same failure impossible twice.

06

Cloud Cost & Usage Optimization

Rigorous usage analysis, rightsizing, and capacity strategy. Most platforms carry meaningful waste — we find it without sacrificing performance.

07

Architecture Diagramming & System Mapping

Accurate maps of how your systems actually connect — dependencies, bottlenecks, and single points of failure made visible, then actionable.

08

AI-Assisted Operations

AI applied where it earns its keep — faster troubleshooting, automated runbooks, and internal tooling that reduces operational toil. A tool in the kit, not the product.

One Connected System

GIT BITBUCKET · SELF-HOSTED CI / CD ACTIONS RUNNERS REGISTRY ARTIFACTS ORCHESTRATION — K8S / NOMAD APP SERVICES INTERNAL PLATFORMS N8N MAGE AI STATE DB MQ KV INGRESS PROD OBSERVABILITY · COST · RELIABILITY — ACROSS THE ENTIRE PATH

Source, delivery, orchestration, and state — one observable path from commit to production. Internal platforms run beside your applications, not in their way.

Engagement

How Engagements Run

01

Understand

Review the current systems, workflows, constraints, and goals — as they actually are, not as the wiki says.

02

Map

Diagram dependencies, surface bottlenecks, and agree on a target architecture everyone can point at.

03

Build

Implement infrastructure, automation, and platform improvements in small, reversible steps.

04

Strengthen

Harden reliability, observability, cost efficiency, and documentation for the long run.

Investment

Engagement Models

Representative starting points, not quotes — every scope is set together after discovery.

Discovery

Assessment · one-time

from $500
  • Infrastructure audit & assessment
  • Architecture diagram & gap analysis
  • Cost & usage review
  • Strategy session with written findings
Start with Discovery
Most Common

Retainer

Ongoing operations

from $3,500 / month
  • Dedicated infrastructure support
  • Kubernetes, Nomad & self-hosted operations
  • CI/CD pipeline management
  • Incident response & recovery
  • Monthly cost & reliability review
  • Direct channel — Slack or email
Discuss a Retainer

Project

Fixed scope · defined outcome

from $8,500
  • Infrastructure builds & migrations
  • Self-hosted platform deployment
  • Observability stack setup
  • Documentation & runbooks
  • 30-day post-delivery support
Scope a Project
Contact

Start a Conversation

Infrastructure needs, platform improvements, cost review, migrations, reliability — bring the problem. No commitment required.

Direct

brandon@bpdata.io

Response

Typically within 24 hours

Location

Remote — North America