Research-product sales workbench
ai4sells
From a paper to a demand worth following up
Papers reveal who is studying what and which methods they use. ai4sells turns these signals into opportunities that salespeople can inspect, use to prepare outreach and follow up. Our team uses the workbench internally for scientific software distribution, testing data value through real business work.
WORKFLOW
How the work progresses
- 01
Find the reason to reach out
Connect research topics, teams and methods while retaining the paper behind each demand inference.
- 02
Qualify the need
A salesperson checks existing tools, institutional licenses, use cases and budget before proceeding.
- 03
Move through trial and delivery
Once needs are clear, follow through on trials, quotations and licensing, and feed the response into future opportunity assessment.
IN PRACTICE
Why start with scientific software?
Chemical drawing software such as InDraw is among the initial categories. Compared with equipment requiring logistics and on-site installation, software licensing offers a more consistent delivery process. An opportunity still needs customer qualification, trial and purchase; a method or keyword in a paper is a starting point for investigation.
CURRENT STATUS
Current status & collaboration
Outreach testing is complete. The business has shifted from selling a tool to internal use and SKU distribution, starting with software that is straightforward, stable and automatable to deliver.
FAQ
Questions you may have
Is ai4sells currently sold as a CRM?
The current focus is internal use and SKU distribution, covering demand discovery through license delivery. Vendors can contact us about distribution and sales partnerships.
Does a paper signal mean a customer will buy?
Salespeople still need to confirm actual needs, existing licenses, the buyer and budget. The system supplies evidence for investigation; customer conversations determine the next action.
Will it cover instruments and consumables?
They are potential expansion categories. We are starting with software to validate sales and delivery, then considering other categories according to demand and partnership conditions.
READ ON
Explore further
LET’S TALK
Start with the work you need to move forward
Bring a specific task. We can work through the data, tools and delivery it needs.