Evidence tier Source Confirmed · 9 captures on record
What the publisher says
As described on Microsoft Marketplace.
A4Retail is able to forecast future sales and customer demand. The application excels statistical approach by using complex data analytics algorithms.
Future Sales Forecast
Show the rest of the publisher’s description (13 more lines)
For any retailer it would be waste of a precious resources to overstock the storage or not to have enough amounts of particular products. Sales forecasting enables clever resource management helping retailers not just with their storage but also with planning budgets and costs, promotion activities, etc.
High Accuracy Forecast
High sales forecast accuracy is crucial and A4E` applications often exceed 95%. Such accuracy level is achieved via mathematical modelling utilized in cloud computing. The powerful engine behind the sales forecasting apps is able to determine the impact of particular product sales created by the sales of other product or product groups. A4Retail also project the impact of the weather, consumer trends, holidays, etc. to its sales forecasts.
Trends Detection
A4Retail is able to detect recurring customers behavior on daily, weekly, monthly, and yearly basis. This is called “seasonality”. One example of ‘seasonality’ is increased demand for ice-cream on hot days or growth in fuel consumption during the holiday season. A4E`s sales forecasting apps are capable to detect even unknown and unexpected recurring behaviors.
Weather Sensitive Algorithm
Retail business is affected by weather. A4Retail rely not just on measurable indicators as temperatures, humidity, windiness, cloudiness but also the speed of their change. For instance, warmer end of spring means better than average sales for bathing shorts.
Holidays Evaluation
Not matter of the type of the holiday - bank holidays, vacations, and major religious celebrations, a4Retail is able to calculate their impact on future sales. For instance, there are holidays which naturally leads to more customer traffic at the store which is accordingly impacting the sales performance.
Marketing Campaigns Impact
If currently, a marketing campaign is running, A4Retail app will show its impact on the sales forecast. For instance, a campaign focused on grills will affect not just grills` sales but also all of the products related to them. The app is able to project the overall performance of planned marketing campaign.
API Access
Our API allows seamless integration with your ERP/POS/CRM systems and BI solutions. This allows us to deliver our forecasts to where they are needed - in your warehouse and supply systems - avoiding menial and error-prone human interaction.
Preview
5 imagesAgent build and provenance
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The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Sources
Publisher resources
9 linksLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.

