Sight Machine Filler Agent
Sight Machine, Inc. · Operations & Productivity
Certification per Microsoft Marketplace.
Evidence tier Source Confirmed · 7 captures on record
What the publisher says
As described on Microsoft Marketplace.
The Filler Agent generates real-time insights for Operations teams to run filling and bottling lines at optimal Availability and Throughput. Improvements at the filler translate into improvements at the line level, as this is the most critical machine in the entire bottling line. This means that even modest, single-digit improvements at the Filler can generate substantial financial benefits, often worth hundreds of thousands of dollars annually.
The Filler Agent uses a multi-agent architecture, with an orchestrator agent, a Downtime agent and a Throughput agent. Each agent uses pre-validated machine learning (ML) tools to ensure that the results are highly accurate.
Show the rest of the publisher’s description (4 more lines)
The Filler Agent operates in two modes:
- It is “always on” in the background, constantly monitoring the real-time stream of data from the manufacturing floor, identifying unusual data patterns, and sending alerts to machine operators with suggested changes
- Engineers and operators can ask it questions—phrased in manufacturing terms, not requiring AI expertise—and it will help solve line optimization problems. In all cases, the agent is responsible for planning and executing the analytics strategy and communicating the results to the operator or engineer.
Built on Azure AI Foundry Agent Service, this agent delivers real-time insights and predictive analytics to shop floor teams through a natural language interface, without requiring data science expertise. It also supports MCP, enabling easy integration with other AI applications.
Preview
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Agent build and provenance
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Sign inCompliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
- SOC 2Claimed80%, self-attestedself-attested on the marketplaceas observed 2026-08-25
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
Plans and pricing as listed
1 listedSources
Publisher resources
2 linksEvidence 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.