Business context
Users repeatedly paste customer, vendor, and transaction context into prompts.
Sakura reads only the authorized Sanka records and tools needed for the request.
Ask Sakura from ChatGPT to research, prepare records, draft quotes and purchase requests, and route approvals while Sanka keeps permissions, execution logs, and outcomes.









































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Describe the outcome, constraints, source records, and deadline in the ChatGPT conversation your team already uses.
Sakura works only through the tools, workspaces, and permissions available to the requesting user.
Drafts, approvals, created records, exceptions, and execution history stay attached to the operational system.
| Workflow | Without Sanka | With Sanka |
|---|---|---|
| Business context | Users repeatedly paste customer, vendor, and transaction context into prompts. | Sakura reads only the authorized Sanka records and tools needed for the request. |
| Execution | A response still has to be copied into CRM, purchasing, billing, or accounting screens. | Sakura prepares or creates the governed Sanka record and returns the result to ChatGPT. |
| Control | Approvals and sensitive changes are difficult to trace across chat history. | Sanka applies permissions, approval steps, and execution logs before and after each action. |
Users repeatedly paste customer, vendor, and transaction context into prompts.
Sakura reads only the authorized Sanka records and tools needed for the request.
A response still has to be copied into CRM, purchasing, billing, or accounting screens.
Sakura prepares or creates the governed Sanka record and returns the result to ChatGPT.
Approvals and sensitive changes are difficult to trace across chat history.
Sanka applies permissions, approval steps, and execution logs before and after each action.
Sanka does more than inventory control. It can manage purchasing, billing, orders, and shipping in one place.
As we grew rapidly, we needed a system that could manage purchasing, inbound, inventory sync, and outbound in one place.
At first, we managed everything in Excel. Human error was a constant problem, and our inventory value did not match at fiscal close.