Software engineering · Data platforms · Cloud operations

Build the system.
See what matters.

We design and engineer modern software, decision-ready data experiences, and governed cloud operations—from the first architecture decision through production scale.

MERGED / DELIVERY SYSTEM Systems healthy
Connected layers4 active
ProductsWeb + mobile
InsightsMetrics + BI
AI systemsModels + agents
CloudPlatform + ops
Product EngineeringDecision SystemsAI Engineering Cloud ArchitectureManaged PlatformsAzure PrismCustom Operations

Flagship capability

Azure Prism
operations engine.

A governed runtime for the cumbersome, software-specific procedures that sit between deployed infrastructure and reliable services.

What it is

An operations engine that turns fragile scripts into reusable, sequenced, validated, and auditable workflows.

JSON and YAML describe the operation. Azure CLI, PowerShell, and software-specific modules perform the actions. Prism provides the orchestration, guardrails, recovery paths, and evidence around every run.

Why Prism

Terraform and Bicep excel at declarative infrastructure. Procedural operations need a different lifecycle.

Prism governs the granular work—replace a certificate, verify it, restart dependencies, and safely remove the old file—without abandoning infrastructure-as-code discipline.

prism-engine /

  • 01 / Pre-flight — inspect current state
  • 02 / Sequence — coordinate dependencies
  • 03 / Execute — invoke reusable actions
  • 04 / Recover — retry or follow failure paths
  • 05 / Validate — prove the outcome
  • 06 / Record — preserve execution evidence
Azure CLIPowerShellVMAKSPaaS

Operations Prism unlocks

Infrastructure pain points, governed.

  • Azure Site Recovery
  • Data collection rules & alerting
  • Virtual machine management
  • Certificate renewals
  • Password rotations
  • Kubernetes deployments
  • IaaS & PaaS maintenance
  • Scaling resources

01 / What we do

Core services.
Every industry.

From AI engineering and cloud architecture to managed platforms and automated Azure operations—we deliver the same rigor whether you are modernizing a health system, scaling a fintech stack, or industrializing manufacturing data.

01

AI engineering & solutioning

Production-ready AI systems tailored to your industry—from discovery and model design to secure deployment and measurable outcomes.

  • Use-case discovery & roadmaps
  • LLM & agent architecture
  • MLOps & responsible AI
Explore service
02

Cloud architecture & management

Resilient cloud foundations and ongoing governance so teams can ship faster without sacrificing security, cost control, or compliance.

  • Landing zones & reference designs
  • Multi-cloud & hybrid strategy
  • Cost, security & reliability ops
Explore service
03

Managed platform services

Always-on platform operations that keep your applications, data pipelines, and integrations healthy across regulated and high-growth environments.

  • 24/7 monitoring & incident response
  • Release & environment management
  • SLA-backed platform support
Explore service

Technology / Proven foundations

Built with tools we trust.

A modern, dependable stack selected for speed, scale, and long-term maintainability.

Ruby on Rails
Hotwire
Stimulus
Heroku
Microsoft Azure
PostgreSQL
Stripe
DNSimple
GoDaddy
Google Cloud
AWS
SCSS / Sass
Bootstrap 5
Tailwind CSS
iOS
Android
Flutter
React
Vue.js
Angular

Official brand marks are shown where available. Framework components use representative interface symbols.

02 / How we work

Clarity at every turn.

No black boxes, bloated teams, or technology for technology's sake. We stay close to the problem, communicate plainly, and build toward measurable outcomes.

Bring us your challenge
01

Discover

We align on the problem, the people, and what success looks like.

02

Design

We turn complexity into a focused roadmap and thoughtful solution.

03

Deliver

We build in clear increments, test rigorously, and ship confidently.

04

Improve

We measure real-world performance and keep compounding the value.

Opportunity signalLast 12 months
+38.4% Forward momentum
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03 / The difference

See the whole picture.

Great technology only matters when it creates business value. We connect AI, cloud, and platform operations—powered by Azure Prism where it fits—so teams in any industry can move with confidence.

Cross-industry delivery from regulated to high-growth sectors
End-to-end ownership from architecture through managed ops
Automation-first with Prism-backed Azure operations

Ready when you are

Let's turn your next challenge into an advantage.

Start a conversation
Scottsdale, Arizona hello@mergedmetrics.com