B2B DMC quoting tool · 80 dossiers/day
Marrakesh Inbound
Data: 80 dossiers × 10 lookups × 22 working days
= 17,600 data req / mo
Concierge: 80 × 1 synthesis pass × 22 = 1,760 Concierge runs / mo
→ Growth ($249) — Concierge binds at 1,760/5,000, data is fine.
Hotel-POI overlay · 500 sessions/day, no agent in the loop
Booking-engine companion
Data: 500 sessions × 5.4 calls × 30
= 81,000 data req / mo
Concierge: 0 (atomic tools only, no full agent)
→ Starter ($49) — 3× data headroom, Concierge meter untouched.
Solo-dev side project · 30 chats/day on a personal site
Hackathon weekend
Data: 30 chats × 4 lookups × 30
= 3,600 data req / mo
Concierge: 30 × 0.4 agent runs × 30 = 360 Concierge runs / mo
→ Starter ($49) — Concierge binds (360 > Free's 50 cap).
Production AI chatbot · 1,000 sessions/day
Saaral Travel
Data: 1,000 × 3.2 atomic calls × 30
= 96,000 data req / mo
Concierge: 1,000 × 0.15 agent-routed × 30 = 4,500 Concierge runs / mo
→ Growth ($249) — Concierge close to 5,000 cap; jump to Scale if traffic doubles.
High-volume travel app · 18k sessions/day after viral launch
Saaral Travel (post-launch)
Data: 18,000 × 3.2 × 30
= 1,728,000 data req / mo
Concierge: 18,000 × 0.05 × 30 = 27,000 Concierge runs / mo
→ Enterprise — Concierge (27k) busts Scale's 8k cap. Custom contract with local-inference Concierge keeps unit cost flat.
National travel publisher · fact-check every draft
India Travel Weekly
Data: 40 articles × 12 direct fact-checks × 1 = 480 data req / mo
Concierge: 40 × 3 synthesis runs = 120 Concierge runs / mo
→ Starter ($49) — Concierge binds (120 > Free's 50). They take Growth anyway for the Parquet snapshots used in print.