Finding the right record takes too long
Staff may need to check several screens or reports to answer a question about a product, batch, supplier, customer or order.
Pharmaceutical distribution · inventory data · AI assistance
Put your inventory data to work for the people who use it every day.
Your team already knows its catalogue and processes. We assess how your current inventory system could support faster stock enquiries, clearer exceptions and better operational reporting—with an API connection or a planned migration if needed.
For pharmaceutical wholesalers and distributors with established inventory systems, large catalogues and operational data they need to find and use quickly.
An initial discussion of your current platform and data · A recommended first workflow to assess · A high-level approach and proposal
FrançaisWhere does your team lose time in the current system?
Useful patterns stay buried in reports
Low stock, slow-moving lines and approaching expiry dates can be hard to review across a large catalogue.
The system holds the data, but not the answers
Managers may depend on manual exports or a small number of people who know how to query the database.
Replacing a system feels risky
Migration can affect daily operations. An integration or read-only assistant may be a better first step when the current system allows it.
Start with your current system
We learn how your inventory data is stored, who needs access and which question is worth solving first. Then we recommend an integration, a limited reporting layer or a staged migration—whichever fits the system and the data.
Connect where possible
Review API documentation, permissions and update frequency. A read-only connection can let an assistant answer from approved, current records.
Check the data first
Assess identifiers, missing values, duplicate records and batch or expiry fields before using the data for summaries.
Keep decisions with your team
Show the records behind an answer. Require staff approval before changing stock, placing an order or issuing an invoice.
Plan a migration only if needed
Map the source data, reconcile samples and agree a cutover plan before replacing a system that supports daily distribution.
Four views of a practical first release
Illustrative screens with fictional sample records. The final workflow and system connection depend on your existing software and data.
MIllustrative product screenPharmaceutical distribution
Sample recordsTM
North distribution · illustrative order queue
Wholesale order desk
Fictional sample recordsIllustrative only
3 shown · 18 open ordersWorking view · sample
Order deskExample record
| Order / account | Lines | Status |
|---|---|---|
| SO-2841 · Clinique du Port | 3 lines · credit clear | To allocate |
| SO-2842 · Pharmacie du Centre | 8 lines · 1 backorder | Review |
| SO-2843 · Centre Médical Est | 5 lines · requested 14:00 | Picking |
Showing 3 sample records01–03 / 03
No-cost first discussion
Request a free workflow assessment
Bring one example of a question your team struggles to answer from its current system. We’ll discuss the workflow and prepare a high-level proposal with a possible integration route, assumptions, indicative timing and cost.
- An initial discussion of your current platform and data
- A recommended first workflow to assess
- A high-level approach and proposal
A clear first step
Describe the task
Tell us which stock or operations question takes too much staff time.
Review the system
We discuss the platform, data access, permissions and constraints.
Receive a proposal
You get a recommended first step, assumptions, indicative timing and cost.
Questions wholesalers often ask
Do we have to replace our inventory system?
No. We first assess whether a supported API, read-only connection or approved data export can serve the use case. Migration is an option only when integration is not suitable.
Can the assistant make stock changes or purchase orders?
That depends on the agreed workflow. The initial design can keep the assistant read-only and require authorised staff to approve any action.
Can you quote before reviewing our system?
We offer a free initial workflow assessment and high-level proposal. A detailed technical audit, data investigation or prototype would be scoped separately.
How long would implementation take?
Timing depends on the selected workflow, access to the source system and data readiness. We confirm a realistic first-release timeline after the assessment.