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Complex day at Gong

Stop account mixing in resumed sessions before the rollout commits

You’re the ai / ml engineer. Your team is in the room. Printed Oct 15, 2026.

Resumed agent sessions may preserve useful memory across the wrong account boundary.

Tenant isolation protects enterprise trust, while account context protects forecast-quality agent work.

Who you’d be doing this for

“I can’t send managers into forecast review with an agent that might pull another account’s call.”

Phong Wijaya · Senior Director of Revenue Operations

Relies on account-level agent context to inspect forecast risk across a large enterprise pipeline.

What is at stake

Five resumed sessions may have crossed account boundaries after failover, though the traces are partly inconclusive. You have to weigh a broad context shutdown against preserving forecast usefulness while every suspected exposure is verified.

Why it isn’t already fixed

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

  • tenant isolation vs forecast context
  • rapid containment vs diagnostic certainty
  • multi-region availability vs safe state recovery
  • machine traces vs reviewed evidence

Why Gong

Revenue Harness carries state and memory across distributed agent execution over customer calls, emails, deals, and accounts.

Written with these in mind

ML reliability engineerdistributed systems ML engineerAI safety-minded platform engineer

Not your kind of problem? 10 more at Gong, or browse every organization.

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.