Bringing AI in at Motive

Design a recommender that cites evidence so strategists stop guessing

Published Oct 22, 2026

You’re a forward deployed engineer working with Motive’s marketing team. The team is in the room.

The setting

makes software and hardware for managing commercial vehicle fleets and other physical operations. Its lets safety, operations, and finance teams manage drivers, vehicles, equipment, and fleet spend in one system.

The campaign needs faster learning without letting a recommendation choose the message or spend.

6sense and LinkedIn engagement point toward action, while Salesforce and Outreach determine whether that action reaches a viable buying conversation.

Who you’d be doing this for

“I’ve got trucks waiting on repairs, so a vague operations pitch goes straight to the bottom of my list.”

Svetlana Stankovic · Fleet Manager · a character in this brief

A mid-market fleet buyer receiving campaign messages while balancing maintenance costs, uptime, and operational visibility.

What is at stake

Engagement signals are arriving across several systems, but the next campaign test still depends on a manual weekly read. You must decide what the system recommends, what evidence proves it, and where strategist review remains essential.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • fleet-buyer message relevance vs test volume per campaign
  • cross-channel evidence vs attribution uncertainty
  • recommendation usefulness vs workflow stability
  • qualified follow-up vs SDR capacity

Why Motive

Programmatic ABM for mid-market fleet operators depends on connecting engagement signals to pipeline and sales follow-up across the campaign stack.

Written with these in mind

embedded AI systems builderforward deployed engineergrowth workflow designer

Not your kind of problem? 49 more at Motive, or browse every organization.

Where the organization context comes fromThe postings this brief was written from, and the reporting read before it.

The organization context comes from public information. The situation and characters are written for the brief.

Job postings it was written from

Public descriptions of the work at Motive. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

  • Demand Generation Marketing Manager (opens in a new tab)
    • Partner with channel owners to launch and monitor campaigns across: 6sense Display, LinkedIn, Additional Display channels, Content Syndication, Email, Web, Events/Field, Associations.
    • Build testing and iteration cycles into each campaign to gain a larger understanding of demand generation learnings.
  • Campaign Operations Manager (Individual Contributor) (opens in a new tab)
    • The Marketing Operations team is the strategic backbone of our marketing efforts, building the scalable systems and processes that fuel our global growth, managing the marketing technology stack, and enabling seamless campaign execution.
    • You’ll partner closely with cross-functional stakeholders on end-to-end campaign delivery, defining execution strategy, technical requirements, and delivery timelines for numerous initiatives per quarter, and continually surface campaign performance and opportunities for optimization.
  • Senior Technical SEO Specialist (opens in a new tab)
    • You'll partner closely with Web Strategy, Web Engineering, Content, Product Marketing, and Growth Marketing.
    • Use and help improve AI-assisted workflows that turn crawl and search performance data into a clear, prioritized list of fixes, with human judgment applied before anything ships.

Reporting read before this brief was written

The pieces closest to the situation in this brief.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.

Other live briefs connected to this one, and what connects them.

Similar problems at other organizations

Like this one, each of these is about figuring out which problem is actually worth solving.

The same setting, from another role

Each is set around Motive’s Motive Integrated Operations Platform, written for a different role. They’re separate briefs, not the same scenario.

Other problems with a similar purpose

In each of these, as in this one, the aim is to turn fragmented, conflicting operational signals into one clear, actionable call.