Our engagement proceeds through three stages:

01

Discovery & Validation

We define the outcomes you want to achieve and validate that your technology and data are ready to support automation.

Define your North Star

We begin by defining and sharpening the outcome you wish to achieve with AI automation. Without clear goals, you run serious risk of winding up with a tool that does a lot of things poorly and no one is happy with. We also nail down all requirements that need to be addressed — data privacy, reporting, auditability, and more.

Validate your workflow & data

We perform a deep dive into your current workflow and technology ecosystem to confirm two things: that there are clear rules which define the work you seek to automate, and that you have access to all the data the AI pipeline will need to do its job.

Go/no-go report

The deliverable at this stage is a clear go/no-go decision on your automation feasibility. If we discover crucial gaps in your technology ecosystem that prevent you from moving forward, we will provide a detailed report on what needs to be updated in order to proceed.

02

Roadmap & Rollout Plan

With validated goals and confirmed data access, we spec out exactly what your automated system looks like — and how to get it built.

Build vs. buy evaluation

We evaluate whether a custom build or an existing vendor solution is the right path for your situation. Both routes get the same rigorous treatment — we don't have a preference, only what's right for you.

Technical architecture (if building)

We create a detailed diagram of architecture and data flow for every internal module of the system — specific subsystem objectives, technology choices, and where in the pipeline all requirements are addressed.

Vendor recommendations (if buying)

We provide clear, ranked vendor recommendations driven by thorough manual vetting against your specific automation goals and implementation requirements.

Sequenced implementation roadmap

We deliver a step-by-step rollout plan — who owns which piece of execution at each stage — along with a slide deck for executive presentation or any internal communication assets you require.

03

Implementation Support

If you're ready to build and need hands-on help, we're here.

Flexible engagement

If we've decided to build and you need help with implementation, we can provide a qualified team to handle the hands-on details to whatever extent you require — from technical oversight to full delivery.


When you engage with our process you will understand with perfect clarity what's possible, what isn't possible yet, and the precise steps you need to follow to reach your goals.

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