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PLATFORM & CONTROL · PC-01

Master Data Agent

LLM AGENTFAST (HAIKU)TESTED & ACTIVE

Creates or updates vendors, customers, and required records when another agent can't complete its work with the data on hand.

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WHAT IT DOES
Runs a three-pass search (name, email, source description) before ever creating a duplicate.
Stores memory mappings so the same counterparty is found instantly next time.
Uses safe placeholders for required-but-unknown fields and flags them for a human to fill — downstream agents refuse to email a placeholder.
Records real numeric IDs in memory, never fake 'pending' values.
TRIGGER EVENTS

The agent does not run on its own. It wakes only when one of these events lands in the governed event queue.

agent_request.created.master_datasaga.phase_startedagent_request.completed.verification
CONTROL

When creation needs approval, the run waits in 'Pending Approval' until a human decides. On an unrecoverable error it marks the request failed and visible — never a phantom retry that strands the work.

RELATED AGENTS · PLATFORM & CONTROL
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Triage Agent
Catch-all router for unknown error classes from other agents — it decides where each one should go.
Agent Architect
Meta-agent that diagnoses and proposes fixes to other agent definitions during a weekly health review.

See Master Data Agent run on your books.

Every Artifi agent operates the same way: it listens for an event, works through governed tools, and writes only what a human approves — all inside Claude.

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