tools: CRM subscription (existing) + optional Clay/Apollo for enrichment enrichment ($49+/mo if not already paying)
tokens: ~$2-6 per pipeline batch of 50-100 deals (hygiene + risk + forecast passes)
≈ $5-15/mo in tokens at weekly cadence; tool costs are additive to existing stack