Watch API calls, tokens, and costs stream in as they happen. Drill down by project, endpoint, or feature to see where budget is actually going.
Tag API calls and see which features are profitable. Stop burning money on expensive experiments.
Alerts when a cheaper model works just as well. Switch from GPT-4 to Haiku for a task. Save 90 percent overnight.
Set monthly ceilings by project or model. No more surprise five-figure invoices.
Pull cost reports to justify your rate, forecast budgets, reconcile with Stripe or QuickBooks.
Monitor inference on Ollama, vLLM, or Llama.cpp. Track token/sec and per-token unit economics on your own hardware.
The Wishdeal Factory scores every idea against 10 Adoptability axes, separate from raw quality. Here are the numbers we surface for this one.
Everything on this page. The brand, the score, the Fermi math, the audio pitch.
ICP, MVP scope, first 7 build tasks, 30/60/90 launch plan, GTM, email drip, LinkedIn message, objections, risk memo.
Unlock dossierDossier plus the working code starter, brand assets, copy library, and outreach pack.
See adopt scopeHire the team that built this to install, customize, and run launch with you.
See scope