RJMCMiami, FL
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RJMC for IT leaders

Systems your team can read, run and own.

Technology leaders inherit every system that is bought or built. We build internal tools, integrations and AI features on plain, well-documented technology, running on accounts you control, with the architecture written down before the first line of code, so what we hand over is something your engineers can read, extend and defend in a security review.

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Top questions

What IT leaders ask first.

Read the full FAQ

What is the stack?

Plain, well-known technology your team can read. Web applications, standard relational databases, scheduled jobs, version control, and language models accessed through commercial APIs. Business rules live in configuration rather than buried in code, and the architecture document names every component and every data flow.

Who holds the keys?

You do. Systems run on accounts you control, the credentials are yours, and nothing we control can switch a system off. Before anything is installed, IT receives a written description of what runs where, what access it needs and how that access is revoked.

Can it run inside our environment?

Often, yes. Document reading, rules engines and reporting can run on infrastructure you control. Where a model is required, it can be accessed through your own cloud account, and the scope states which data leaves your environment, if any.

How do you approach security?

Least privilege, secrets outside the code, encrypted storage, logged access, and a review before anything touches production. Your security team receives the architecture and the data flows in advance, and anything it declines is redesigned rather than argued.

What happens after handoff?

Documentation, walkthroughs on real cases, and an optional monthly arrangement for monitoring and changes. Your developers can maintain the system without us, and it is built so they can. The code, the configuration and the documentation are yours.

How RJMC supports IT leaders

What we build for IT leaders.

The work IT leaders bring to us most often, each piece built on your real files, tested against your acceptance criteria, and handed over documented and owned.

Rules applied at volume

Internal tools and portals

Back-office applications and portals shaped around the way the team works, with authentication tied to your directory.

Gather, reconcile, report

Integrations and pipelines

Data moved between the systems you run, on schedule, with every run logged and every failure surfaced.

Rules applied at volume

Legacy tools, rebuilt

Critical spreadsheets and aging tools replaced by documented, tested systems your team owns.

Answers from your own material

AI features in your products

Document reading, assistants and agents added to software you already run, with review steps and permission checks designed in.

Where it starts

One meeting. A clear next step.

A free 20-minute meeting to scope what you want to build, see what is possible and map where it could go. You receive one of three answers in writing the next business day. Worth building, worth a closer look first, or not yet. In a 2025 field experiment with 776 professionals at Procter and Gamble, published in Organization Science, one person working with AI matched the quality of a two-person team working without it. The meeting finds out where that applies to you.