Embedded AI Product Expert Pilot

Turn one complex product into a guided product experience that helps buyers move forward.

Modern B2B buyers want to explore on their own and at their own pace. But when the decision becomes complex, they still need trusted guidance.

With the Embedded AI Product Expert Pilot, 3ngage helps you turn one product into a guided, interactive experience that improves product understanding across sales conversations, distributor interactions, launches, and trade fairs.

One product. One use case. One KPI. A practical way to prove commercial value before you scale.

1 Product Selected for the pilot
1 Use case Defined before build
1 KPI Commercial proof Measured before scale
The Scaling Sales challenge

Product expertise does not scale.

Most complex product companies do not lack content. They lack a scalable way to help buyers, reps, and partners develop a shared product understanding.

  • Buyers do more research on their own, but still need guidance when the decision becomes complex
  • Reps lose momentum when they cannot explain the product clearly enough
  • Specialists get pulled into too many conversations
  • Distributors explain value inconsistently across markets
  • Launches and campaigns create attention, but not enough real understanding

The result is predictable. Deals slow down, the value story becomes uneven, and too much depends on a small number of experts.

What you get

The Embedded AI Product Expert Pilot: your fastest route to proving commercial value

We turn one product into a guided interactive product experience powered by ShowMe and built around one commercial use case.

A guided product experience

Built around one selected product and one priority audience.

One defined use case

So the pilot proves something commercially relevant, not just technically interesting.

A ShowMe guidance layer

Trained on your product material to help users understand what matters.

Behavior analytics

See what users explore, where they need clarity, and what should improve next.

A scaling workshop

To assess results, business value, and whether broader rollout makes sense.

Delivery

How we deliver the Embedded AI Product Expert Pilot

1

Scope

We define the starting product, audience, use case, and KPI. We confirm pilot fit and the minimum material needed.

2

Design

We shape the product story, guidance logic, key questions, and the limited scenarios the pilot should support.

3

Build

We create one working interactive experience with an AI Expert trained on your material for the chosen use case.

4

Live pilot

We launch for a defined period, capture usage patterns, and measure against the selected KPI.

+

KPI Review

We review outcomes, identify what created value, and define what a broader rollout should include.

Proven. Practical. Scalable.

Why teams start with the pilot

Easier to understand

In the moments that matter commercially, buyers get clearer guidance and faster understanding.

Less dependence

The pilot gives buyers better guidance without requiring a specialist in every interaction.

One shared story

Sales, enablement, and product marketing can work from the exact same explanation of value.

Proof before rollout

The pilot creates measurable evidence before the organization commits to full scale.

Reusable foundation

It builds guidance, content structure, and insight that perfectly supports the next stage.

Clear next step

Results, learning, and stakeholder alignment make the scaling decision easier and faster.

Typical starting use cases

Where companies begin

Sales meeting support

Help buyers understand the product before and between meetings so conversations can move faster and go deeper.

Distributor enablement

Give partners a consistent way to understand and explain the product without waiting for support from headquarters.

Campaign engagement

Create a more guided way for launch audiences to explore the product and understand what matters.

What the pilot is designed to prove

One root problem.
One measurable outcome.

The goal is not to launch a broad platform from day one. The goal is to prove that one complex product can create:

  • Better product understanding
  • Stronger consistency across teams and channels
  • Clearer commercial outcomes from one focused use case

That is why the pilot starts with one KPI.

Common questions

Answers to the questions teams usually ask first

What does the pilot include?
A scoping workshop, one interactive product experience for one product, a ShowMe guidance layer trained on your materials, one defined use case, engagement analytics, and a KPI review with scaling recommendations.
How long does it take?
A realistic structure is a short scoping phase, a focused build phase, a live pilot period, and a final KPI review workshop. The exact timeline depends on product complexity, available material, and use case.
Is this a technology trial?
No. It should be positioned as a commercial proof project. The purpose is to test whether better product understanding creates measurable business value.
What kind of products fit best?
Products that are complex, difficult to explain, dependent on specialist knowledge, or sold across multiple roles, regions, or partner channels.
Is there a commitment after the pilot?
No. The pilot is designed to give you enough evidence to decide whether wider rollout makes sense.

Ready to test this on one product?

If product understanding still depends too much on a few experts, you already know where to start.

The Embedded AI Product Expert Pilot gives you a focused way to test whether one product can explain itself more effectively across sales, distributor interactions, launches, or other customer facing use cases.

  • Product and KPI scoping workshop
  • One product selected for the pilot
  • One priority audience & use case
  • One measurable KPI & live pilot period
  • KPI review and scaling workshop