AI-powered On-shelf Availability (OSA) Solution by Tredence
Tredence Inc · Logistics & Supply Chain
Certification per Microsoft Marketplace.
Evidence tier Source Confirmed · 8 captures on record
What the publisher says
As described on Microsoft Marketplace.
Objective: Develop a solution using ML-based diagnostic and predictive analytics that identifies root causes of stock-outs and off-sale behavior and generates custom alerts to take preemptive action against lost opportunity.
Key Issues Addressed:
Show the rest of the publisher’s description (8 more lines)
- Current systems can track and capture Out-of-Stock (OOS) but lack accurate forward-looking forecasts.
- End-to-end inventory visibility
- "Lack of a system that proposes preemptive alerts and strategic changes."
How do we address your challenges?
- An ML-driven predictive model-based solution is built to identify the OSA levels in the stores and thus identify underlying issues.
- Provide competence in handling issues of inventory and shelf mismanagement by monitoring phantom inventory and safety stock.
- An accelerator to actively generate prioritized alerts at the channel-store-SKU-daily level to minimize lost opportunity.
This implementation uses the following native Azure components: ADF pipelines, ADLS Gen 2, Azure SQL database, Azure ML & Power BI
Preview
1 imageAgent build and provenance
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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.
Vendor
External enrichment · as of 2026-08-29
Sources
Publisher resources
4 linksLinked repositories
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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.

