Bringing AI in at Motive

Question healthy totals when a few fleets move the pipeline

Published Oct 30, 2026

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

The setting

provides software and hardware for managing physical operations, mainly fleets of commercial vehicles. Its combines devices, cameras, and software so safety, operations, and finance teams can manage drivers, vehicles, equipment, and fleet spend in one system.

Healthy pipeline totals compete with questions about the few fleets moving them.

The weekly review needs attention on broad performance without losing the individual opportunities that dominate it.

Who you’d be doing this for

“I brought safety and finance to Thursday's call, and we're still waiting on an answer about the evaluation.”

Klara Kowalski · Fleet Operations Director · a character in this brief

Leads a large fleet's evaluation of multiple products and waits for answers that require internal coordination.

What is at stake

Leaders deferred seven of twelve review items because pipeline totals lacked context. Where would you let a threshold crossing become a proposed agenda question without an analyst first choosing its explanation?

Why it isn’t already fixed

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

  • aggregate performance vs individual deal concentration
  • uniform thresholds vs economic significance
  • broad coverage vs a focused agenda
  • stable definitions vs changing business questions

Why Motive

Strategic fleet opportunities combine high account value with multi-product buying decisions, making aggregate pipeline movement an incomplete guide to discussion.

Written with these in mind

Workflow-focused forward deployed engineersSolutions engineers with analytical depthEngineers building human-directed AI systems

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.

  • Interested in joining our team? (opens in a new tab)
  • Senior Manager, GTM Operations (opens in a new tab)
    • Lead vendor evaluations and major tool migrations from requirements and diligence through build, launch, change management, and retirement of the legacy tool, so that multi-million dollar decisions are grounded in data and the voice of the user.
    • Act as the systems lead for major cross-functional initiatives such as new market launches, rebrands, and new sales motions, and partner with Enablement to deliver onboarding, training, and documentation that drive lasting adoption.
  • Business Strategy and Operations Analyst II (RevOps) (opens in a new tab)
    • This includes deep-diving into raw data and crafting business narratives by leveraging data in google sheets and pulling data using SQL, a chance to showcase how you think, analyze, and communicate, beyond traditional interviews.
    • This dynamic role goes beyond traditional support, positioning you as a strategic partner to Sales & Sales Ops leaders.
  • Sales Operations Manager, Implementation (opens in a new tab)
    • Partner with cross functional teams to scope and execute strategic projects to reduce workflow friction and inefficiencies for the Services organization
    • At Motive, our Operations team ensures the entire organization runs smoothly, scalably, and strategically.
  • Business Strategy & Operations Manager (opens in a new tab)
    • Own key reporting and analytics for the Strategic team (Salesforce, Google Sheets, Hex on Snowflake) and build the analytical tools leaders need to understand their business
    • Serve as the primary sales operations business partner to Strategic Sales Leadership and their Directors of Strategic Accounts

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 turns on committing to a deal before it checks out.

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 make operational data dependable at the exact moment someone needs to act on it.