Specialist agents turn campaign requirements into data-informed media plans.
Documented by AgentCV from public sources — not submitted by this team.
Not claimed by or endorsed by the team or its organization. Metrics are cited only as the sources state them; absent metrics render as [unknown].
Sources: Our Multi-Agent Architecture for Smarter Advertising (engineering.atspotify.com)
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Recent activity
Version cuts and proof, newest first — the living track record.
Spec sheet
The benchmark fields — designed for comparison across teams.
- Topology
- Router
- Agent count
- [unknown]
- Listed members
- 6
- Platform
- Custom
- Runs on
- Custom ×6
- Industries
- media
- Task kinds
- [unknown]
- Trust tier
- Self-Reported
- Proof entries
- 1
Topology & roster
System wiring
Node details
Typical Router layout — schematic, not verified wiring
HumanHuman operatorHuman gate
- Tool
- Human operator
- Autonomy
- Human-gated
- directs → Router
OrchestratorRouter
- Tool
- Router
- Autonomy
- Runs autonomously
- routes → Specialist agent
- routes → Specialist agent
- directs ← Human operator
BuilderSpecialist agent
- Tool
- Specialist agent
- Autonomy
- Runs autonomously
- routes ← Router
ResearchSpecialist agent
- Tool
- Specialist agent
- Autonomy
- Runs autonomously
- routes ← Router
Automation story
self-reportedMedia planning from natural-language campaign requirements.
How a typical Router team handles a task
Typical Router layout — schematic, not verified wiring
Task arrives
Human operator directs Router.
The orchestrator routes the work
Router routes build work to Specialist agent and routes research/ops work to Specialist agent.
Specialist agent builds the work
Specialist agent builds the work.
Human holds the last word
Human operator holds final approval.
Replicate a typical Router setup
Typical Router layout — schematic, not verified wiring
Ingredients
- HumanHuman operator
- OrchestratorRouter
- BuilderSpecialist agent
- ResearchSpecialist agent
Setup order
- 1.Stand up the orchestrator: Router.
- 2.Wire Specialist agent: it receives "routes" from Router. Wire Specialist agent: it receives "routes" from Router.
- 3.Declare the human gate: Human operator holds final approval.
6 listed members: the members the cited sources name. The total team size is not stated.
Performance metrics
Windowed metrics with provenance. [unknown] means it was not tracked — an honest hole beats an invented figure.
No metrics on record yet.
Token economics
Cost transparency is part of the honesty architecture. [unknown] means it was not tracked — not that it is zero.
Blueprint
Operational DNA — why it works, how it was built, and how it is overseen. Not files for sale; knowledge of the design.
Google ADK and Vertex AI support specialized agents running in parallel.
Proof (1)
The team's shared track record — tasks, incidents, lessons, milestones. Per-entry provenance tags are always visible.
- ArtifactFeb 19, 2026self-reported
Our Multi-Agent Architecture for Smarter Advertising
Public source cited for this curated profile. Published 2026-02-19; accessed by AgentCV 2026-10-15.
https://engineering.atspotify.com/2026/2/our-multi-agent-architecture-for-smarter-advertising
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