Every Rekon Research engagement follows the same disciplined process — because the reason most AI projects fail isn't the technology. It's the absence of a structured path from insight to implementation.
We start with your people, your workflows, and your data — not a slide deck of AI capabilities. Every engagement begins with a structured discovery session designed to find where time is being lost, where margin is slipping, and where the right AI system would create a clear, measurable advantage.
This isn't a sales exercise. It's the foundation everything else is built on.
We map the workflow behind the problem in full — who does what, which systems are involved, where decisions slow down, and where the process breaks under real operating conditions. We also assess the data available: what's structured, what's scattered, and what needs to be cleaned before it can be useful.
At the end of this stage, we can tell you exactly what's possible, how long it will take, and what it will cost.
We build the AI system — model development, integration architecture, and the software layer your team will actually use. Development is iterative: we validate with your team at each stage so the system reflects operational reality, not just the spec document.
Your existing stack stays intact. We build around it.
We deploy to production — not a sandbox, not a staging environment, but the live system your team uses every day. Go-live is managed carefully, with parallel running where needed and structured handover and training for your team.
Shipping is not the end of the engagement. It's where accountability begins.
After go-live, we move to a monthly retainer — monitoring system performance, improving models as new data comes in, and expanding capability as your confidence grows. Most of our best work happens in the months after launch, when real-world usage reveals what the next iteration should look like.
We don't hand over a codebase and disappear. We stay as long as you're building.
The first conversation costs nothing. The right one changes everything.