MillerKnoll AI
Architecture · interactive

From a service-desk experiment to an agentic future.

Three eras, one mission. Step through the 2024 Service Desk Copilot, TracE’s 2025 Confluence re-architecture, and the 2026 agentic split into two agents. Select an era, then hover or tap an agent to see what it’s grounded in and what it can now do.

IT Support Agent — beyond knowledge lookup

When
In Test · 2026
Agents
Two, agentic
Built by
Anna St. Clair
New
Actions · connectors · flows

The next generation splits TracE’s mission into two agentic agents that go beyond lookup — adding actions, connectors, and flows. Built by Anna St. Clair, owned by Rion Hollenbeck and John James, both in Test. One faces MillerKnoll associates; one faces the technicians who support them.

A laptop won’t connect to VPN — open a ticket
SourceTool

Hover or tap an agent above to see its pipeline and what it returns for this bid.

◈Associate Agent— MillerKnoll-facing (LEANAI-66)

The associate-facing agent handles the monotonous intake work. It opens, updates, and checks Jira tickets conversationally; prefills device context (serial, battery, OS, last update) from Axonius, Jamf, and Tanium so associates don’t hunt for it; offers guided troubleshooting before a ticket is ever created; and routes structured software requests with cost and manager approval to the right team. If the associate wants a human at any point, it escalates to a live agent via Genesys chat — passing all the context it gathered so the technician doesn’t start from scratch.

  • SourceDevice context — Axonius · Jamf · Tanium · prefillserial, battery, OS, last update — no manual entry
  • ToolJira Service Management (ITSD) · open / update / check tickets
  • ToolSoftware-request routing (cost + manager approval) · structured requestsbypass the service desk when context is complete
  • ToolGenesys live-agent escalation · if a human is preferredhands off full context
Input →
Associate“My laptop won’t connect to VPN.”
Output ←
DevicePrefilled from Axonius/Jamf/Tanium — serial, OS, last update
TroubleshootingGuided steps offered before a ticket is created
TicketOpened in JSM with full context — or escalated to Genesys

Why it matters · Straightforward requests get an automated path for the first time; tickets arrive correctly routed and fully populated, and the human hand-off never loses context.

★ TracE → IT Support Agent

Knowledge lookup (TracE) → knowledge + action (IT Support Agent)
Associate agent: device context · tickets · routing · Genesys escalation
Technician agent: Outlook/Teams/Jira in place · Teamwork Graph · incident command
Both grounded in the same cite-or-abstain doctrine TracE wrote