According to Feishu's official customer case, Shadowstone connects business emails to multi-dimensional tables, extracts cooperation information through translation models and intent recognition, and then matches the person in charge according to rules. There is both AI processing and integration and rule processes, which cannot all be classified as model capabilities. There is no clear release date for the case, the time saving and other effects mentioned have not been independently verified, and the relevant figures are not used in this article.
Cooperation conditions are more useful than a good-looking business opportunity summary
The following is an independent analysis of channel collaboration by the editorial department, not an internal field description of Shadow Stone. Let’s say a creator writes in asking for a mockup and video exposure. This email contains conditions in at least two directions: what the other party wants to get and what they are willing to deliver. Simply summing it up as "high-quality creators seek cooperation", business people still can't tell what to ask next.
Content suitable for collation includes the products to be collaborated with, delivery form, release time, and whether there are any requests for material use or exclusivity. When this information is missing, items can be left to be communicated. You cannot make up for the number of videos, budget or release time just because the other party writes enthusiastically; nor can you automatically change "discussable" to "agreed".
This practice applies to sorting out business correspondence that has been received and allowed to be processed. It does not require the team to capture additional personal contact information, nor should the receipt of an invitation be interpreted as the other party's agreement to continue receiving promotions. Narrowing your work to existing mailboxes makes it easier to see if you're missing specific questions that deserve a response.
Creator collaborations and distribution offers require different next steps
The same email address may receive creator introductions, agency applications and general purchasing inquiries at the same time. All three may mention products, prices and regions, but the follow-up work is different: content cooperation requires discussing works and rights, distribution cooperation requires further understanding of sales channels and performance conditions, and procurement consultation may first clarify specifications and quantities. Sorting by a total score makes it easy for different tasks to compete with each other.
A more helpful classification would be to let the person receiving the email know why the email was assigned to them and which information has yet to be confirmed. For incoming letters that cannot be distinguished, temporarily storing them in a waiting queue is more reliable than forcibly dispatching them. The categories given by the model are reading suggestions, which do not mean that the partner's qualifications have been verified, nor does it mean that the brand has recognized the other party.
If the number of fans, sales scope or cooperation experience only comes from emails, it should be marked as self-reported by the other party. The content of subsequent manual verification can be recorded separately. By mixing the two types of information, the team is likely to forget what remains unconfirmed on the second handover, turning a letter introduction into a fact of the collaboration.
Translation should preserve differences between conditions
The risk of multilingual emails goes beyond the smoothness of the words. Sending samples for trial use and unconditional gifting, allowing reprinting and allowing paid placement may be suppressed into similar expressions in the abstract. Business personnel need to see the location of the original text corresponding to the key conditions; when encountering ambiguous wording, they should return to the original email for confirmation instead of letting the Chinese summary replace the cooperation agreement.
For small teams that want to provide such services, they can first sort out cooperation letters and questions for a determined business portal, and the business leader will decide to reply. You should pay attention to whether the reply is closer to the other party's proposal, whether conditions are missing, and whether the real recipient of the letter has been found. The amount of sorting completed cannot be directly regarded as new orders, nor can we promise that using the same template will increase transactions.
Extended reading: How to follow up on exhibition leads, How to review multilingual delivery, How to correspond between personal brand and contracting entity.