01
Wren AI
AI Tool
Wren AI is an open-source GenBI data agent for teams and AI agents. It provides embedded analytics where the work happens.
98.0
Self-hosted AI business intelligence tools
10 ranked, with a plain verdict on every entry.
Wren AI takes the top spot on this list: it enables rapid onboarding of data within minutes rather than weeks. Actable AI is built for business users and data scientists, and saves all time spent on MLOps tasks. CVEDIA serves security operations teams.
RANKENTRYSCORETRENDFROM
4
MetabaseAllows users to deploy in minutes and scale infinitely as their needs grow90.0NEWFree (open-source); USD 120/user/month (Pro plan)
8
MLJAR StudioThe AI tool generates and runs Python code locally from plain English questions82.0NEW–
CURATED · UPDATED REGULARLY
The ranking, in detail
02
Actable AI
Taking actual actions from causal insights
Actable AI is a low-code platform for causal decision intelligence. It enables users to make faster and unbiased business decisions.
92.0
03
CVEDIA
Built for the edge and proven in defence.
CVEDIA is an AI video analytics platform that transforms raw footage into actionable intelligence. It offers a full pipeline from synthetic data training to edge deployment.
92.0
04
Metabase
Simple Analytics for Everyone
Metabase is an open source AI analytics platform offering self-service business intelligence and embedded solutions. It enables teams to explore data securely while providing developers with robust integration capabilities.
90.0
05
IBM Cognos Analytics
Trust your insights with AI
IBM Cognos Analytics delivers governed business intelligence with agentic AI and interactive visualisations. It combines self-service modelling, advanced reporting and dashboards into one platform.
88.0
06
Aito.ai
AI Tool
Aito.ai is a predictive database that provides calibrated decisions from live data. It offers instant, auditable confidence scores without requiring model training.
86.0
07
Terno AI
AI data science tool & analytics platform for enterprises
Terno AI is an intelligent analytics platform that combines large language models with data science. It enables teams to generate SQL and uncover insights instantly without technical expertise.
86.0
08
MLJAR Studio
AI Tool
MLJAR Studio is a desktop application for private and local data science. It combines conversational AI analysis with automated machine learning and reproducible notebooks.
82.0
09
Capitol AI
Clarity on Command
Capitol AI transforms proprietary data into governed workflows that deliver decision-ready outcomes. It helps teams execute complex work rather than simply generating content.
76.0
10
MOZN
Intelligence that matters for high-stakes decisions
MOZN provides sovereign AI solutions for high-assurance domains. It protects institutions and strengthens economies through trusted decision intelligence.
74.0
Not on this ranking?
Positions 1, 2 and 3 are available to buy for twelve months.
Frequently asked questions
What do the top four say they are built for?
Wren AI says it is built for Data teams requiring governed answers, and Actable AI for business users and data scientists. CVEDIA says it is built for security operations teams, and Metabase for teams seeking self-service analytics and embedded reporting.
What should a buyer check before signing up?
Actable AI states that the free plan restricts machine learning models to public data only. Those are the limits each AI tool publishes itself, not a full account of any plan.