Step 1
Step 1
Step 2
A normal partner product screen with an AI layer embedded into the existing workflow. The user can ask questions, create images, or generate video from the same product context.
Newsroom
Readers stay inside the article experience while the publisher adds summaries, questions, and deeper context without sending anyone to a separate tool.
Step 3
Each Harbor Chronicle user maps to a normal NanoGPT account behind the scenes. Your backend authenticates the request while NanoGPT manages account state, balance, and model access.
The user stays inside the partner product they already use.
The partner confirms which user is making the request.
NanoGPT matches that partner user to one NanoGPT account.
The linked account handles usage, balance, model access, and responses.
Step 4
Each user gets a NanoGPT balance. Launch with free starter usage, sponsor a daily allowance that you settle with NanoGPT, or let users top up their own balance when they want more.
Free mode
Route starter prompts to free models so users can try the AI experience before any payment step.
User-funded balance
Each user has a NanoGPT balance. When they want more prompts, stronger models, or richer generation, they can top up that balance without forcing Harbor Chronicle to carry the full usage cost.
Allowance option
For premium plans, guided support, or concierge journeys, Harbor Chronicle can fund a daily allowance based on prompts or tokens and settle that sponsored usage with NanoGPT.
Step 5
Harbor Chronicle keeps the brand, the audience, and the monetization path while NanoGPT keeps the models, payments, and upkeep moving underneath.
Keep AI inside your own product and brand.
Let users start free, then top up only when they want more.
Shift ongoing AI spend to user-funded balance as usage grows.
Earn 10% on every user-funded top-up.
Ship the latest models without maintaining model infrastructure.
Offer 500+ models across text, image, video, and audio.
Avoid building your own billing, wallet, and model-ops stack.
Add a brand-funded daily allowance for premium or guided flows.