Understand AI costs.Put agents to work.
Individuals and teams can submit AI bills to understand the cost structure and optimization directions. Enterprises can make appointments for scene diagnosis and carry out intelligent agent development and system integration.
Which category do you want to solve? AI problem?
Billing expenses and business implementation require different analysis and delivery methods. Choose the service that corresponds to your current problem.
Where are the bills spent and which ones are worth optimizing?
Starting from AI usage bills and actual scene measurements, analyze the cost structure, check factors such as models, caches, and context, and formulate well-founded optimization suggestions.
Let the agent take over your work.
Based on the actual business scenario of the enterprise, clarify the tasks that the agent needs to complete, and then carry out development, system integration, testing and online delivery.
After submitting your bill, you will What did you receive?
An HTML report explaining AI costs, supporting evidence and recommendations. After review, it is returned to the account that submitted the task.
Submit your bill
Submit the AI platform bill in the user center, leave the usage information required for analysis, and view the task progress.
Analyze and create reports
Confirm the data measurement basis, check the cost structure, and combine the available actual measurement records to form a report and optimization suggestions.
Receive the report after review
After the report is reviewed and published, download the single file HTML in your account and save it for offline viewing.
The report separates billed costs, observed usage and conditional estimates. Refer to the sources and definitions stated in the report.
AI cost, from Look at these places.
Click on a topic to learn how it affects your bill. Actual impact depends on model pricing, task type and usage.
Can repeated input be cached and reused?
Cache hits may change how duplicate entries are billed. Hits, cache read prices, and applicable rules need to be checked together during analysis.
Check cache rules, hit records and read unit prices.Cache reuse: check the rules first, then look at the bill
- Confirm cache billing rules for vendor, model, and billing period.
- Check if the bill provides cached writes, reads, and misses fields.
- Distinguish between cache read unit price, one request fee and changes in the entire bill.
- Indicate analysis conditions and missing information before forming recommendations.
The above is the method description. Specific measured conclusions need to be marked with the manufacturer, model, time and experimental conditions.
Bring your bill, or a workflow to discuss.
Personal cost checkup starts with billing; enterprise agent delivery starts with demand communication. Choose your entrance first.