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Rivac AI Labs
Engineering & Software Development

Platform Engineer

As an engineering org grows, every team ends up solving the same infrastructure problems independently unless someone builds a shared platform with golden paths that make the right way the easy way. We build internal developer platforms (self-serve infrastructure, standardized deployment templates, and paved paths) that let product teams ship without needing deep infrastructure expertise on every team. This is for organizations where infrastructure knowledge is a bottleneck, or where every team's deploy setup looks slightly different for no good reason. You get a platform your product engineers actually want to use because it's faster than doing it themselves.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Interview product teams to find the infrastructure tasks that are slow, repeated, or require specialist help.

  2. 2

    Build a golden path for the highest-friction workflow and pilot it with one team on a real project.

  3. 3

    Review the pilot team's experience and adjust the platform based on what actually saved them time.

  4. 4

    Roll the platform out to remaining teams with documentation and self-serve onboarding.

What You Get

Deliverables from this engagement

  • Internal developer platform with self-serve infrastructure
  • Golden path templates for common deployment patterns
  • Documentation and onboarding guide for product teams
  • Adoption metrics tracking platform usage across teams

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Developer Entry Point

  • Developer Service Request
  • Starter Template Repo

Single Golden Path

  • Scaffolding CLI
  • Default Config Bundle
  • Golden Path Docs Page
  • Onboarding Checklist
  • Automatic Secrets Injection

Shared Infrastructure

  • Shared Kubernetes Namespace
  • Shared Database Instance
  • CI Pipeline Hook

Feedback

  • Deployed Service
  • Platform Team Review

Cloud-Native / Managed Services Architecture

Developer Portal

  • Self Serve Service Catalog
  • Internal Developer Portal
  • Provisioning Approval Workflow

Managed Golden Paths

  • Reusable Terraform Modules
  • Standardized Helm Charts

Managed Runtime

  • Managed Kubernetes Cluster
  • Managed Database Service
  • Managed Secrets Manager

Platform Operations

  • Platform Usage Metrics
  • Platform Cost Dashboard
  • Golden Path Version Registry
  • Team Onboarding Flow

Event-Driven & Automation-First Architecture

Self Serve Triggers

  • New Service Request Event
  • Scale Threshold Event
  • Scheduled Compliance Scan

Platform Automation Engine

  • Automated Provisioning Bot
  • Golden Path Policy Engine
  • Configuration Drift Detector

Automated Execution

  • Auto Provisioned Namespace
  • Automated Autoscale Action
  • Automated Drift Remediation

Feedback Loop

  • Notify Requesting Team
  • Platform Audit Log
  • Non Compliance Ticket

Enterprise-Grade & Compliance-Ready Architecture

Platform Governance

  • Provisioning RBAC Policy
  • Mandatory Security Scan Gate
  • Cross Business Unit Cost Governance

Multi Tenant Isolation

  • Business Unit A Namespace
  • Business Unit B Namespace
  • Enforced Network Policy
  • Enforced Resource Quota Policy

Governed Platform Core

  • Provisioning Approval Workflow
  • Approved Golden Path Registry

Audit and Reporting

  • Immutable Provisioning Audit Log
  • Compliance Dashboard
  • Quarterly Access Review

AI-Augmented, Human-in-the-Loop Architecture

Input Layer

  • Developer Service Description
  • Historical Usage Patterns

AI Platform Assistant

  • AI Golden Path Recommender
  • AI Resource Sizing Model
  • AI Generated IaC Draft
  • AI Cost Estimate
  • Automated Security Pre Check

Human Approval Checkpoint

  • Platform Engineer Review
  • Approve Provisioning

Execution Layer

  • Live Infrastructure Provisioned
  • Notify Requesting Developer
  • Request Sent Back for Revision

Integration-Heavy / Ecosystem-Connected Architecture

Existing Client Stack

  • Existing CI System
  • Existing Cloud Accounts
  • Corporate SSO
  • Existing Ticketing System

Platform Core

  • Service Catalog
  • Provisioning Engine

Two Way Integrations

  • CI Pipeline Integration
  • Cloud Account Sync
  • Ticketing Sync
  • SSO Authentication

Outputs

  • Cost Management Export
  • Usage Analytics Feed

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  • Developer Tooling Engineer

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  • Git Workflow Master

    Branching strategy, conventional commits, and Git history cleanup for CI-friendly delivery.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Platform Engineer

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call