Business Intelligence Software · Embedded analytics
Yellowfin
by Yellowfin
A BI platform combining dashboards with automated data storytelling and signal detection, available cloud or self-hosted.
What it is
Yellowfin's distinctive features are its narrative and signal capabilities. Stories let an analyst wrap a chart in written explanation inside the tool, and Signals watches datasets for changes worth a human looking at. Both address a real failing of dashboard culture, which is that a chart alone rarely tells anyone what changed or why it matters.
It supports both cloud and self-hosted deployment and has a long-standing OEM business, so it appears embedded inside other vendors' products.
It is a smaller player, and the practical consequences are a thinner skills market and a less visible community than the leaders.
Capabilities
Each capability carries its own verification status. “Not verified” means exactly that: it has not been checked, and must not be read as absent.
| Capability | Status | Notes |
|---|---|---|
| Interactive dashboards Dashboards users can filter and drill into rather than static images. | Yes | source |
| Data visualisation The chart library and formatting control available to authors. | Yes | source |
| Scheduled reporting Reports generated and distributed on a timetable. | Yes | source |
| Embedded analytics Charts and dashboards surfaced inside another application. | Yes | source |
| Data modelling A governed semantic layer defining measures and relationships. | Yes | source |
| Data connectivity Breadth of native connectors to databases and services. | Yes | source |
| AI-assisted analytics Natural-language query or generated insight features. | Yes | source |
| Role-based access control Permissions by role, including row-level restriction. | Yes | source |
| Vendor-managed cloud A hosted service operated by the vendor, so you do not run it yourself. | Yes | source |
| Free self-hosted edition A no-licence-cost edition you can run on your own infrastructure. | No | source |
| Planning and budgeting Forecasting and budget entry in the same product as the reporting. | No | source |
| Native dbt metric integration Reads models and metrics directly from a dbt project rather than a separate modelling layer. | No | source |
| Associative exploration engine Selections re-evaluate the whole dataset and reveal excluded, unrelated values. | No | source |
| Self-service analytics Business users building their own analysis without a developer. | Not verified | |
| Mobile access A supported mobile app or responsive consumption experience. | Not verified | |
| Paginated and pixel-perfect reporting Fixed-layout output for statutory, regulatory or print reporting. | Not verified | |
| Usage or session-based reader licensing Readers charged by use rather than per seat, which changes the cost of a large occasional audience. | Not verified |
Deployment
| Model | Supported |
|---|---|
| Cloud (vendor hosted) | Yes |
| On-premises / self-hosted | Yes |
| Hybrid | Yes |
Integrations
Databases
Data warehouses
- Snowflake source
APIs
- REST API source
Licensing and pricing
| Item | Value |
|---|---|
| Licensing model | Commercial |
| Free version | No |
| Trial available | Yes |
| Published price | Contact vendor for pricing |
| Note | Contact Yellowfin for pricing; OEM and enterprise terms are negotiated. |
| Official pricing page | Vendor pricing |
| Pricing last checked | 7 November 2026 |
Prices move and discounting is common. Treat anything here as a starting point and confirm with the vendor before budgeting.
Strengths and limitations
Strengths
- Narrative and automated signal detection built in. editorial
- Both cloud and self-hosted deployment. verified source
- An established OEM and embedding business. editorial
Limitations
- Smaller vendor, so a thinner skills and partner market. editorial
- Pricing requires a sales conversation. editorial
- Less ecosystem pull than Power BI or Tableau. editorial
Who it suits
Organisation sizes: Medium, Enterprise
Organisations that want explanation and change detection alongside dashboards, and software vendors wanting an embeddable platform with deployment flexibility.
Harder to justify where an existing Microsoft or Salesforce relationship already provides a BI tool.
Alternatives
Frequently asked questions
Signals monitor datasets and flag statistically notable changes so somebody looks without having to check a dashboard. Stories let an analyst publish written narrative around charts in the tool itself, so the explanation travels with the number instead of living in a separate document.
Sources and review basis
- Evaluation basis: vendor documentation and public sources, not hands-on testing
- Last reviewed: 7 November 2026
- Vendor: Yellowfin
- Documentation: Official docs
References
- Yellowfin product site accessed 7 November 2026
- Yellowfin documentation accessed 7 November 2026
- Yellowfin pricing page accessed 7 November 2026
Disclosure
Alongside advisory work I also build a CMMS and CAFM platform, so I have a commercial interest in enterprise software generally. No vendor in this directory has paid for inclusion, placement or wording, and there are no reseller or affiliate arrangements. Weigh the analysis accordingly.
Evaluating Yellowfin?
Independent help testing it against your actual requirement, and designing the data integration it will depend on. 22+ years across ERP, EAM, CAFM and enterprise integration. No reseller arrangements.
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At a glance
- Vendor
Yellowfin - Category
Business Intelligence Software - Primary use
Embedded analytics - Deployment
Cloud, On-premises, Hybrid - Licensing
Commercial - Status
Active