Bringing AI in at Verkada

Keep AI to evidence drafts while PMs judge each connection dip

Published Oct 28, 2026

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

The setting

makes cloud-managed security and building systems for businesses and institutions with many sites. lets visitors reach a person by video or audio call to get into a building or ask for help.

A connection-success dip can reflect a broken call path or a changed path into human help.

The weekly review must separate reliability evidence from shifts in how Info Desk and Voice Directory handle calls.

Who you’d be doing this for

“My operators keep asking why some visitors never reach them, and I don’t have a clean answer.”

Hana Nakamura · Security Operations Supervisor · a character in this brief

Oversees operators who answer visitor calls and authorize entry across commercial facilities.

What is at stake

Security operators are seeing more failed paths after AI receiver changes. You must decide whether the system drafts only evidence or also ranks competing causes.

Why it isn’t already fixed

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

  • connection reliability vs changed handoff behavior
  • PM judgment time vs candidate explanation depth
  • weekly decision speed vs stable metric definitions
  • broad call evidence vs safety-related data boundaries

Why Verkada

Intercom calling spans AI receivers and human escalation paths, so an incorrect explanation can direct work away from the calls security operators need answered.

Written with these in mind

evidence-minded forward deployed engineerAI systems integratorproduct analytics-oriented builder

Not your kind of problem? 77 more at Verkada, 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 Verkada. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

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 people starting something and never quite finishing it.

The same setting, from another role

Each is set around Verkada’s Verkada Intercom, 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.