Portable AI token wallet across products
Problem
A user ran out of AI tokens in one product (a deployment agent) while holding unused tokens in another (an agentic IDE). AI credits are locked per-vendor and per-product, so people subscribing to multiple AI tools end up paying repeatedly for the same capacity and juggling quota resets.
Opportunity
An abstraction layer / gateway that pools the user's existing LLM API credits and subscriptions into one metered wallet that any tool can draw from — routing requests to whichever provider has balance left, with quota tracking and alerts.
Market analysis
For API credits this exists and is mature — OpenRouter, LiteRouter and LiteLLM all provide unified wallets with provider fallback. The genuinely unsolved part is pooling subscription credits locked inside agentic IDEs and deployment agents, and that's unsolved because vendors deliberately don't expose them: the lock-in is the business model.
Market · Multi-subscription power users juggling Claude, ChatGPT, Copilot and agent tools; growing but niche segment of heavy AI users.
Pricing · Gateways take a margin on inference (OpenRouter-style) or are free/open source (LiteLLM); subscription-pooling has no comparable because no one has been allowed to build it.
Pros
- + Pain is real and grows with every new AI subscription.
- + Gateway infrastructure (LiteLLM) is open source and ready to build on.
- + Quota tracking and alerting alone is a useful, shippable v1.
Cons
- − Subscription credits aren't API-accessible — the wallet can't actually reach them.
- − Reselling subscription quota violates every vendor's terms of service.
- − OpenRouter/LiteLLM already own the poolable (API) portion of this market.
Existing / similar tools
Source
Hacker News
The idea splits cleanly into a solved half and a forbidden half. API-credit pooling is solved. Subscription-credit pooling — the part the source post is actually about — can’t be done legitimately, because drawing down a Claude Pro or Copilot quota from outside the product is ToS violation and account-ban territory, and vendors have no incentive to allow it. The honest version of this product is a monitoring layer: one dashboard tracking quota burn and resets across every AI tool you pay for, warning before you hit a wall mid-task. That’s shippable, legal, and sells to exactly the same frustrated users.