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Fully hosted Tableau service with drag‑and‑drop visual analytics, shared workbooks, commenting, and version control for distributed teams.
Cloud‑based BI suite offering interactive dashboards, natural language queries, and collaborative workspaces with granular sharing permissions.
Modern data platform that lets analysts model data in LookML, create shared dashboards, and embed insights directly into collaborative apps.
Self‑service analytics with associative engine, smart visualizations, and collaborative storytelling via shared apps and annotations.
#6 Domo
End‑to‑end cloud analytics with data integration, real‑time dashboards, and built‑in chat/comments for cross‑functional teamwork.
Scalable analytics platform that lets users embed analytics, co‑author reports, and discuss insights within a unified workspace.
Collaborative data science environment combining SQL, Python/R notebooks, and interactive visualizations with shared reports.
Open‑source‑style BI hosted in the cloud, offering easy query building, dashboard sharing, and in‑app commenting for teams.
#10 Redash Cloud
Query‑centric analytics platform with collaborative query editing, shared visualizations, and alerting via Slack or email.
Free, web‑based reporting tool that enables multiple editors, real‑time commenting, and easy sharing of interactive reports.
Serverless BI service with SPICE engine, interactive dashboards, and collaborative sharing via Amazon S3 or embedded links.
AI‑augmented analytics with guided data discovery, shared storyboards, and collaborative annotations.
#14 ThoughtSpot
Search‑driven analytics platform that lets users ask questions in natural language and share instant insights with teammates.
#15 Zoho Analytics
Cloud BI with drag‑and‑drop reporting, AI‑assisted insights, and collaborative workspaces for remote teams.
#16 Klipfolio
Dashboard‑as‑a‑service offering real‑time data visualizations, multi‑user editing, and commenting directly on tiles.
#17 Mixpanel
Product analytics platform with cohort analysis, funnel visualization, and team collaboration via shared reports and alerts.
#18 Amplitude
Behavioral analytics suite that provides collaborative dashboards, shared insights, and in‑app commenting for product teams.
#19 Heap
Automatic event capture analytics with collaborative dashboards, shared queries, and real‑time insights for distributed teams.
#20 ChartMogul
SaaS revenue analytics with shared metrics, collaborative reporting, and integration with Slack for team notifications.
#21 Segment (Twilio)
Customer data platform that centralizes data collection and provides shared data schemas for analytics tools across remote teams.
#22 Snowflake
Cloud data warehouse with native sharing, allowing teams to collaborate on data sets and analytical workloads without data movement.
Unified analytics platform with collaborative notebooks, shared clusters, and built‑in visualizations for remote data teams.
Open‑source data exploration tool offered as a managed service, supporting shared dashboards and team annotations.
#25 Grafana Cloud
Observability platform with real‑time dashboards, alerting, and collaborative editing for metrics and logs.
#26 Splunk Cloud
Enterprise‑grade analytics for machine data, featuring shared searches, dashboards, and collaborative incident response.
#27 New Relic One
Full‑stack observability suite with shared dashboards, team alerts, and in‑app commenting for remote engineering teams.
#28 Datadog
Cloud monitoring and analytics with collaborative dashboards, notebooks, and integrated chat for distributed ops teams.
#29 Sumo Logic
Log analytics platform offering shared queries, real‑time dashboards, and team collaboration via Slack and email alerts.
Self‑service analytics with drag‑and‑drop queries, shared dashboards, and collaborative commenting (legacy product still in use by many teams).
SQL‑based analytics with collaborative notebooks, versioned queries, and shared visualizations for data‑driven teams.
Developer‑focused analytics service that lets product teams embed interactive reports and collaborate via shared portals.
Multi‑cloud analytics engine with shared datasets, collaborative SQL workspaces, and integrated BI visualizations.
#34 Chartbrew
Open‑source, cloud‑hosted dashboard builder with real‑time collaboration, version control, and team sharing.
Industrial analytics platform with collaborative data modeling, shared visualizations, and real‑time data streaming for remote teams.