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RFX

The RFX Software Factory

From business idea to production software.

An AI-driven production system where agents handle much of the work, while experienced engineers direct the system and remain accountable for what reaches production.

Explore the four pillars

How the RFX Software Factory works

How work moves through the Factory.

You bring the business problem. The RFX Software Factory moves it through an AI-driven, engineer-governed process — from understanding the context, through implementation and validation, to controlled delivery.

Client input

Business idea

AI-assisted · Engineer-governed

01—04
RFX Software Factory
01 Foundation02 Engineering03 Automation04 Teams

Controlled output

Production software

Validated production flow

Inside the RFX Factory

Four pillars. One AI-driven production system.

The four pillars define how the RFX Software Factory operates. Together, they give AI agents a proven place to start, set the rules they work within, control how changes reach production, and keep experienced engineers responsible for the outcome.

See how the factory works
  1. 01

    Proven Production Foundation

    Gives AI agents proven capabilities, infrastructure, and standards to build from.

  2. 02

    Disciplined Engineering

    Defines the architecture, constraints, and quality rules within which AI agents work.

  3. 03

    Delivery Automation

    Automatically builds, tests, verifies, releases, and observes AI-produced changes.

  4. 04

    Experienced Teams

    Direct the AI-driven system, make critical decisions, manage risk, and remain accountable for the outcome.

A proven production foundation

Start from what is already solved.

The RFX Platform provides the shared technical foundation. Work Packages add proven capabilities on top of it. Together, they give AI agents and engineers a proven place to start — so more effort can go into what makes your product different.

Explore Work Packages

  1. RFX Platform

    The shared technical foundation beneath RFX-built products.

    • Runtime
    • Security
    • Data
    • Integration
    • CI/CD
    • Observability

  2. Proven Work Packages

    Proven software capabilities built to work within the RFX Platform and adapted to each product.

    • Identity
    • Billing
    • Workflow
    • Notify
    • Data
    • AI

  3. Your Product

    The Factory adapts the foundation around your business — not your business around the foundation.

    • Domain logic
    • Workflows
    • Experience
    • Data
    • Product-specific IP
The foundation is proven. The product is yours.

Disciplined engineering

AI executes inside an engineering system.

AI agents do much of the analysis, implementation, testing, and documentation. Experienced engineers set the architecture, constraints, and acceptance criteria — then review the decisions that matter before anything moves toward production.

AI provides the speed. Engineering discipline decides how it is used.

Bring us an engineering challenge

Engineering control loop / RFX Factory

Governed

01 / Engineers define

Set direction and boundaries.

Translate the product context into rules the production system can operate within.

  • Architecture
  • Domain boundaries
  • Constraints
  • Standards
  • Acceptance criteria

02 / AI executes

Do much of the production work.

Work within the defined engineering system, not from an unconstrained blank slate.

  • Analyze
  • Implement
  • Test
  • Document
  • Refine

03 / Engineers review

Apply judgment where it matters.

Review critical outputs and decide whether the result is ready to move forward.

  • Critical decisions
  • Risk
  • Quality
  • Security
  • Production readiness

Delivery automation

Fast production. Controlled delivery.

Changes produced by AI agents and engineers move through automated build, test, certification, release, and observability pipelines. Each step is visible, traceable, and repeatable, with policy gates where production risk requires explicit approval.

See delivery through the Client Portal
  • Fully automated — no production impact
  • Automated, then a policy gate / human sign-off
  1. 01 — Automated

    Build

    One definition, one result. A change is packaged the same way, whoever asked for it.

  2. 02 — Automated

    Test

    Automated checks and their evidence, attached to the change rather than reported separately.

  3. 03 — Automated + gated

    Certify

    A provisioned environment where the change is verified as a whole system, not hand-built per release.

  4. 04 — Automated + gated

    Release

    Promotion into production is automated end to end, but requires policy-enforced approval and is always reversible.

  5. 05 — Automated

    Monitor

    Operational signals come back, so the next change starts from evidence.

Powered by the RFX Platform · CI/CD · observability · runtime infrastructure · Governed by Factory delivery rules

Experienced teams

AI moves fast. Experienced people stay in control.

AI handles much of the execution, while experienced RFX teams provide the direction, judgment, and accountability needed to turn that work into dependable production software.

Start a conversation

Human direction / RFX Factory

In control

01 / AI

Does much of the work

Analyze information, implement changes, run tests, prepare documentation, and operate approved tools.

02 / RFX Team

Directs · reviews · decides

Set direction, make the important decisions, review critical work, resolve ambiguity, and manage risk.

03 / Outcome

Dependable software

Software moves toward production with clear decisions, controlled delivery, and experienced people remaining accountable.

AI executes · speed + scale

People direct · judgment + accountability

RFX Client Portal

One workspace, from request to production.

Use the RFX Client Portal to select capabilities, follow delivery, review releases, and work with the RFX team.

Open Client Portal
RFX Client Portal
  • Overview
  • Services
  • Requests
  • Projects
  • Messages

Your projects

  • Projects 02
  • Delivery progress 25%
  • Open requests 02
  • Unread messages 04

Delivery

  • Discovery complete
  • Domain model agreed
  • Workflow engine in progress
  • Reporting views
  • Carrier fallback

Needs you

  • August report published
  • Quote REQ-1043 ready
  • 4 unread messages
  • Fall launch date to confirm
  • Nothing else waiting