Home / Home / Use cases / Spend Control for Meeting Agents

Spend Control for Meeting Agents

Meeting agents record, transcribe, and summarize — each step bills per minute of audio and per token. At team scale, that's real money.

Where meeting agents spend

Transcription APIs billed per audio minute.

Summarization inference per meeting.

Search and retrieval tools over the transcript corpus.

Per-seat platforms (Fireflies, Otter) plus AI credits.

The failure modes

A transcription retry loop re-bills audio minutes.

Summarization running over every meeting, including ones nobody reads.

Corpus-scale retrieval hitting expensive tiers.

Which rules to start with

Per-team daily ceiling on transcription.

Category rule: transcription vs summarization.

Velocity limit on retries.

Spend map

Meeting spendControl
TranscriptionDaily ceiling
SummarizationCategory budget
RetrievalPer-agent cap
Platform seatsMerchant allowlist

FAQ

Can I cap per team?

Yes — per-agent rules per team.

What's the biggest lever?

Summarization scope — only summarize meetings that matter.

Related

Stop the next $12,400 night.

One API call (or MCP tool) in front of every agent transaction — APPROVED, BLOCKED, or FLAGGED, deterministic, ~5 ms, fully logged.

See plans — from $99/mo Try a live check