The problem

The answer existed. It just wasn't in the room.

A rep sitting across from a buyer, asked whether a product met a certain standard or how a new spec compared, had no fast way to answer. The information was somewhere in a sprawling document store, but digging for it on a phone mid-meeting broke the momentum, and "I'll check with the factory and get back to you" lost the sale.

Behind that was a content bottleneck. Every time a product launched or a line changed, it took the training team two to four weeks to write and publish an update, so reps were out selling products they did not yet fully understand.

And onboarding was slow for the same reason. Learning a catalogue of thousands of products through classroom courses took new reps more than three months before they could work a territory on their own, profitably.

What we did

Put the whole catalogue in the rep's pocket, and let product teams publish in minutes.

Answer in the room from a trusted source, and cut the content lag from weeks to minutes.

Mobile assistant

The answer, in the meeting

We connected all of the group's product specs, price lists, procedures and marketing material to a secure AI assistant on phone and tablet. A rep asks in plain language during a meeting and gets a precise, sourced answer in seconds, no call to head office.

Rapid authoring

Raw engineering doc to battle card

Product managers and marketers got a tool that turns raw engineering files and spec sheets into sales battle cards and short training modules in minutes, without waiting in a queue at the training department.

Zero-hallucination guardrails

It never invents a price or a spec

Hard guardrails stop the model from making up figures or prices. Every answer is drawn from an approved source, so a rep can trust what it tells them in front of a customer.

Human sign-off

A product manager approves it

Any new material the tool drafts goes to the relevant product manager for a fast review and approval before it reaches the field, so nothing unverified ever ends up in a rep's hands.

Always current

New price, live the same day

When a price, promotion or spec changes, the field sees the current version, not last quarter's, so reps stop quoting numbers that moved two updates ago.

Faster ramp

The catalogue, learnable on the job

New reps lean on the assistant to answer real questions from day one, which turns months of classroom study into learning by doing and gets them selling far sooner.

The result

Reps who close in the room.

No more "I'll get back to you", and no more waiting weeks for content.

Live

Sales cycle down 25%

Reps pull technical data and objection answers in seconds during live meetings, so deals stop stalling on a follow-up call. The sales cycle shortened 25%, and the momentum that used to leak away now closes.

And faster to launch

Knowledge to the field ~10x faster

Creating training material and product updates went from weeks of waiting to a few hours from the moment a product leaves the line, and new-rep ramp fell from three months to four weeks, with full confidence selling a wide, complex catalogue.

Why it holds

Trusted knowledge, where and when the rep needs it.

A sales team can't memorise thousands of SKUs that change weekly, and content that takes weeks to publish is out of date on arrival. The value here is a grounded assistant that answers in the room from an approved source, and an authoring tool that lets product teams push current material in minutes, with a human approving it. It shares the grounded-retrieval discipline of our real-time sales copilot, extended to the field and to fast content creation across a huge catalogue.

More case studies

Related work.

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