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Software engineered around your business.

Miller Technology Group designs and builds custom business applications, SaaS platforms, integrations, and AI-enabled automation. We take each system from architecture through production, then stay to operate and improve it.

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A software engineering company based in Atlanta, Georgia, working with organizations in the state and beyond.

  1. People and partnerswho it serves

    • Staff
    • Customers
    • Partner systems

  2. Interfaceshow they reach it

    • Web applications
    • Portals
    • REST APIs

  3. Logic and automationwhat it does

    • Business workflows
    • Integrations
    • AI-assisted steps
    • Approval gates

  4. Datawhat it keeps

    • PostgreSQL
    • SQL Server
    • Documents

  5. Delivery and operationshow it runs

    • CI/CD
    • Containers
    • Hosting
    • Monitoring
The layers of a business system. We design, build, and run all of them.

What we build

Most engagements fall into one or more of these areas. The common thread is software that fits how an organization actually operates.

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  • Custom software development

    Business applications, portals, and SaaS products designed around your real workflows, so the business does not have to bend to generic software.

  • AI and automation

    AI and workflow automation applied where they remove repetitive work, with people kept in control of consequential decisions.

  • Systems integration

    APIs and integrations that connect applications, databases, cloud services, and business platforms into one dependable workflow.

  • Application modernization

    Legacy applications moved forward in stages: new interfaces and APIs, better data architecture, and modern deployment, without a risky rewrite.

Any engagement can include DevOps, hosting, and ongoing support, so the software keeps running well after launch.

From first conversation to production, and after.

Software problems rarely come from one bad line of code. They show up at the handoffs: from the people who designed a system to the people who built it, from the build to the deployment, from launch to the first production issue. We can own the entire lifecycle, so decisions made during architecture are still understood while the system is running.

  1. Discover

    Understand the problem, the workflow, and the constraints.

    • Idea
    • Requirements

  2. Architect

    Design the application, the data model, and the integration boundaries.

    • Architecture
    • Application design
    • Database

  3. Build

    Develop in short iterations you can see and use.

    • APIs
    • User experience
    • Testing

  4. Integrate

    Connect the systems and data the software depends on.

    • Integrations
    • Authentication

  5. Deploy

    Automate a repeatable, tested path to production.

    • CI/CD
    • Deployment
    • Hosting

  6. Operate

    Monitor, support, and keep improving.

    • Monitoring
    • Support

How we build software

Why organizations work with us

  • Architecture before code

    We settle the data model, integration boundaries, and security model early, and we choose well-supported technology so the system stays maintainable for years.

  • Practical AI

    We use AI where it measurably helps and design the controls around it: scoped permissions, human approval, and verification of what actually happened.

  • End-to-end ownership

    The people who design your system also build, deploy, and support it. Nothing gets lost between teams.

  • Built for production

    Authentication, logging, health checks, backups, and automated deployment are part of the first release, not a later phase.

  • Direct technical involvement

    You work with the engineers doing the work. Questions get technical answers, and decisions are written down.

  • Automation in how we work

    Our own engineering runs on automated pipelines and AI-assisted tooling. That is how a focused team covers the full lifecycle and still moves quickly.

“The automation solution Miller Technology Group built for our accounting department has reduced processing time by 78% and virtually eliminated errors. Their team took the time to truly understand our business processes.”

PJ Odom, CEO, Freedom Business Services

We build our own software products, too.

Client work shows us problems that many organizations share. When one deserves a dedicated product, we build it. Miller Technology Group is the company behind Resource Shell and resh Enterprise.

About our products

A Miller Technology Group product

resh Enterprise

Governed execution for AI, automation, and operational teams.

Status: pre-GA design partner preview

A Governed Execution Platform for consequential operational actions requested by people, automation, and AI agents. It applies governance before execution, requires authorized approval where policy calls for it, executes bounded operational actions, independently verifies supported resulting state, and preserves operational evidence.

resh Enterprise is built on Resource Shell, our open-source resource-native foundation.

Explore resh Enterprise(reshhq.com)Design Partner Program(reshhq.com)

Technology we work with

We choose tools to fit the problem and the people who will maintain the result. These are the ones we use most.

Application engineering
  • C#
  • .NET
  • Rust
  • Python
  • TypeScript
  • JavaScript
  • Angular
  • SolidJS
Data
  • PostgreSQL
  • SQL Server
Infrastructure and delivery
  • Linux
  • Docker
  • GitLab
  • Jenkins
  • AWS
  • Amazon S3
Integration and security
  • REST APIs
  • Authentication
  • Authorization
  • Enterprise integrations
Automation and AI
  • LLM integration
  • Workflow automation
  • Approval and verification controls

Have a software problem that doesn't fit an off-the-shelf product?

Tell us how the process works today and where it breaks. We'll help you work out what should be built, and whether custom software is the right answer at all.

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