Find the right first build before you write a line of code.

Answer a few questions and we'll pinpoint the first AI build worth shipping, how ready it is, and how RedPath would deliver it.

How We Think About It

Don't start with the tool. Start with the workflow that consumes the most time, then engineer the right build for that workflow and ship it.

What forward deployed engineering is designed to cut through.

We need a big strategy before we build anything.

The fastest way to learn what AI is worth is to ship one real build against a workflow you already run.

We have to automate everything at once.

The right first build is narrow enough to ship in weeks and meaningful enough to prove ROI.

A slick prototype means we're nearly done.

The hard part is the last mile: integration, hardening, and getting it running reliably in production.

The workflows we most often ship first.

Pick one category, ship it, prove the value, then expand.

What strong delivery looks like once we pick the build.

1

Scope and plan

Week 1

Map the current workflow, data, and systems, define what "shipped" means, and lock a tight first build.

2

Build embedded

Weeks 2-3

Engineers work alongside your team and ship working software in short iterations, in your stack.

3

Integrate and harden

Week 4

Connect it to the tools you run, add monitoring and tests, and get it reliably into production.

4

Hand off and expand

Ongoing

Document, enable your team to own it, measure ROI, and identify the next build worth shipping.

How to pick a build that actually ships.

What makes a strong first build

  • Narrow enough to ship in weeks
  • Tied to a high-volume, repeatable workflow
  • Clear definition of "shipped" and "working"
  • Integrates with systems you already run
  • Low enough stakes to iterate safely
  • Measurable ROI within 60 days

Red flags to avoid

  • Boiling the ocean on a first project
  • Building before the workflow is understood
  • A prototype with no path to production
  • Replacing working systems too early
  • No owner on your side to hand off to

Ready to ship something real?

Use this assessment yourself, or bring RedPath in to build it. If you want engineers to scope the first build, integrate it, and get it to production faster, the next step is a conversation.

  • A first build tied to a real workflow
  • Engineers who build, not just advise
  • Working software shipped in weeks, not quarters

Prefer to reach out directly?
hello@redpathtechnologies.com

Based in Greater Chicago Area ยท Available Worldwide

Email RedPath Visit the Main Site Download the FDE Playbook

No pressure. Use this on your own, or bring RedPath in when you want engineers to build it.