About
NeuBird is the governed center of agentic operations: one secure, audited connection to your telemetry and your LLMs, with a memory of every investigation, so your engineers, your leaders, and your own agents all start from what the company already knows.
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About
Sift is a unified observability platform purpose-built for modern, mission-critical hardware systems that provides engineers with infrastructure and tooling to ingest, store, normalize, and explore high-frequency, high-cardinality telemetry and event data from design, validation, manufacturing, and operations in a single source of truth rather than fragmented dashboards and scripts; it centralizes diverse data types, aligns signals across subsystems, and structures information for fast search, visual review, and traceability so teams can detect anomalies, perform root-cause analysis, automate verification and validation, and debug hardware with real-time precision. It supports automated data review, no-code visualization and querying of massive datasets, continuous anomaly detection, and integration with engineering workflows, including CI/CD pipelines and tooling, while enabling telemetry governance, collaboration, reporting, and knowledge capture across siloed teams.
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
SREs, DevOps leads, and enterprise agentic project teams need the Agentic Operations Center to investigate incidents out of the box, inherit institutional memory, and safely connect homegrown agents to production over MCP. By querying telemetry in place and policy-gating actions inside your perimeter, NeuBird catches issues in minutes, eliminates redundant model spend, and serves engineers, leaders, and custom agents from a single governed center without storing raw data.
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Audience
Engineering and operations teams building and running complex physical machines that want to ingest, store, analyze, and act on high-volume telemetry and event data
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Support
Phone Support
Supported
24/7 Live Support
Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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PricingSimple, Predictable Pricing for Your Production Ops Agent Platform.
Unlimited alerts are always included. You only pay when agents actively investigate incidents, perform analysis, or answer questions. No ingest fees. No storage fees. No surprise bills.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Company InformationNeuBird
Founded: 2023
United States
neubird.ai/
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Company InformationSift
United States
www.siftstack.com
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Alternatives |
Alternatives |
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Categories |
Categories |
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DevOps Features
Approval Workflow
Not Supported
Dashboard
Not Supported
KPIs
Not Supported
Policy Management
Not Supported
Portfolio Management
Not Supported
Prioritization
Supported
Release Management
Not Supported
Timeline Management
Not Supported
Troubleshooting Reports
Supported
Incident Management Features
Audit Trail
Supported
Corrective Actions (CAPA)
Supported
Disaster Recovery
Not Supported
Incident Reporting
Supported
IT Incident Management
Supported
OSHA Compliance
Not Supported
Root-Cause Diagnosis
Supported
Safety Management
Not Supported
Task Management
Supported
Ticket Management
Not Supported
Incident Response Features
Attack Behavior Analytics
Not Supported
Automated Remediation
Supported
Compliance Reporting
Supported
Forensic Data Retention
Not Supported
Incident Alerting
Supported
Incident Database
Supported
Incident Logs
Supported
Incident Reporting
Supported
Privacy Breach Reporting
Not Supported
Security Orchestration
Not Supported
SIEM Data Ingestion / Correlation
Not Supported
SLA Tracking / Management
Not Supported
Threat Intelligence
Not Supported
Timeline Analysis
Not Supported
Workflow Automation
Not Supported
Workflow Management
Not Supported
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Integrations
Amazon CloudWatch
Supported
Amazon Web Services (AWS)
Supported
Azure Monitor
Supported
Cribl Search
Supported
Datadog
Supported
Elasticsearch
Supported
GitHub
Supported
GitLab
Supported
Grafana Loki
Supported
Jira
Supported
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Integrations
Amazon CloudWatch
Not Supported
Amazon Web Services (AWS)
Not Supported
Azure Monitor
Not Supported
Cribl Search
Not Supported
Datadog
Not Supported
Elasticsearch
Not Supported
GitHub
Not Supported
GitLab
Not Supported
Grafana Loki
Not Supported
Jira
Not Supported
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