Bringing AI in at Faire

Rank renewal risk before CSMs miss the conversation

Published Oct 22, 2026

You’re a forward deployed engineer working with Faire’s customer success team. The team is in the room.

The setting

connects independent retailers with small brands and suppliers. Its lets brands list and sell products, and lets retailers find, order and pay for them.

Renewal preparation is pulled between fast account coverage and evidence a manager can defend.

The ranking must surface accounts early enough to matter without turning incomplete support history into a claim about a brand.

Who you’d be doing this for

“I got asked why adoption dipped, and I had to pull three different threads just to answer.”

Dzifa Balogun · Brand Operations Manager · a character in this brief

Coordinates wholesale growth activity for a high-potential brand using Faire Direct and Ads.

What is at stake

Brand Success Managers are finding key account context only after a renewal conversation has already happened. You have to decide who reads Salesforce, Kustomer and Zendesk history before a call, and who decides which of those findings becomes the rank a manager sees.

Why it isn’t already fixed

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

  • early risk warnings vs. seasonal false alarms
  • support context vs. simplified signals
  • call commitment logging vs. prep time
  • adoption conversations vs. retention conversations

Why Faire

Faire Direct, Ads, and Insider Partnership depend on Brand Success Managers recognizing when a brand needs a different conversation before adoption fades.

Written with these in mind

customer-facing AI deployment buildersolutions engineer with data-integration depthhuman-in-the-loop workflow designer

Not your kind of problem? 59 more at Faire, 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 Faire. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

  • Senior Brand Success Manager - Bilingual (Korean/English) (opens in a new tab)
    • Drive high-value adoption and ongoing usage of Faire Direct via brand sales and marketing efforts to maximize Retailer Acquisition
    • Drive customer adoption and retention within brand-funded programs such as Ads and Insider Partnership
  • Customer Experience Associate (3 Month Fixed-Term Contract) (opens in a new tab)
    • Use CRM tools (e.g., Zendesk, Kustomer, Salesforce) to manage customer interactions, ensuring all communications are logged and tracked accurately.
  • Senior Team Lead, Customer Experience · no longer posted
    • Serve as the go-to escalation partner and decision-making resource for ICs across the org during the late shift — owning real-time guidance on complex platform issues, judgment calls, and high-stakes customer situations.
    • Empower ICs to make the right calls in nuanced situations by building strong decision-making frameworks, not just escalation paths.

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 betting growth on an outside partner or launch.

The same setting, from another role

Each is set around Faire’s Wholesale discovery marketplace, 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 find the real question hiding behind incomplete evidence and choose a reversible next step instead of guessing.