Catalog record · Trading & Markets
Stage as of Oct 15, 2026 · historical report, not live reconfirmation.
Incident context assembly and troubleshooting in Teams
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 29, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
Smart DRI uses Semantic Kernel orchestration, domain functions, Azure AI Search plus custom similarity logic, telemetry and troubleshooting guides to assemble incident analysis. Microsoft reports over 40 teams using it; action-taking mitigation is described as future work.
- Reported stage
- Production
- Technology
- Other supported technology
- Business function
- Not assessed
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 29, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Operational across over 40 teams as of October 15, 2026 Status as of 2026-10-15.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
The initial search index returned weak matches; custom similarity logic was required. Automatic mitigation was not yet the described operational state. Historical-incident similarity can mislead without service-specific context. Validate access controls and evidence freshness. Microsoft estimates are not measured bank savings.
Potential FS application · inferred
Payment or trading-platform on-call teams can receive evidence-linked incident briefs, similar prior cases, recent traces and proposed next steps inside their collaboration channel; humans retain remediation authority.
Payment or trading-platform on-call teams can receive evidence-linked incident briefs, similar prior cases, recent traces and proposed next steps inside their collaboration channel; humans retain remediation authority.
Original industry: Software and IT services. Transfer limits: Historical-incident similarity can mislead without service-specific context. Validate access controls and evidence freshness. Microsoft estimates are not measured bank savings.
Source register
- Automating engineering operations at Microsoft with a Smart DRI Agentmicrosoft.com · opens in a new tab
Microsoft Inside Track · issuer · full-text · Published 2026-10-15
Research lanes: Frontier firms: deployed workflows, safety triage and research/software operations · Batch global-discovery-2026-10-29. Coverage and remaining gaps