Overview
Summary
The useful answer before the supporting detail.
Holistics is a cloud-based business intelligence platform that helps data teams deliver AI-assisted self-service analytics S62. It solves the problem of inconsistent metrics and untrustworthy answers by centralizing definitions in a semantic layer S1 S62. The platform's practical value is enabling business users to explore data independently while ensuring AI and dashboard answers match S62.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Holistics is a cloud-based business intelligence platform with a semantic modeling layer S62 S1.
- Core purpose: It addresses the missing institutional-knowledge layer that causes inconsistent BI answers S1.
- Intended users: Data teams and business users seeking self-service analytics S62.
- Product scope: A single platform covering semantic modeling, dashboards, self-service exploration, and AI insights S14.
- Positioning: Positioned as an AI analytics platform that ensures trustworthy, consistent answers S62.
- Claimed distinction: Claims a decade-long focus on the semantic layer as an unfair advantage S1.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Data teams | Build reusable models and metrics to reduce duplicate logic S14 S62. |
| Business users | Explore curated datasets and create reports without SQL S62 S14. |
| Executives | Get AI-generated dashboard summaries and plain-English answers S62. |
| Product teams | Embed white-labeled dashboards and AI into their own applications S62. |
| Client-facing teams | Share secure dashboard links and export reports for clients S14. |
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Semantic modeling | Define metrics and data relationships centrally to ensure consistency S14. |
| Analytics-as-code | Define models, metrics, and dashboards as code with Git version control S62 S14. |
| Self-service exploration | Business users can drag-and-drop to create reports without SQL S14 S62. |
| AI insights | AI summarizes dashboards and answers plain-language questions S62. |
| Interactive dashboards | Build dashboards with filters, drill-through, and cross-filtering S14. |
| Data delivery | Export reports as CSV, Excel, or PDF and schedule alerts S14 S62. |
| Embedding | Embed dashboards and AI in external apps with per-tenant security S14 S62. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| ChatGPT | AI interface | Query metrics from ChatGPT using the same definitions S62. |
| AI model | AI interface | Query metrics from AI modelusing the same definitions S62. |
| Cursor | AI interface | Query metrics from Cursor using the same definitions S62. |
| MCP and APIs | API | Query metrics from your own app over MCP and APIs S62. |
| Webhooks | Webhook | Send data alerts to external systems S62. |
| CSV/Excel/PDF export | Data portability | Export reports for offline analysis S14 S62. |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Entry | $800/month billed yearly ($960 monthly equivalent) S148 | 10 users, 100 reports S148 | Extra users $12.50/month S148 |
| Standard | $1,000/month billed yearly ($1,200 monthly equivalent) S148 | 10 users, unlimited reports, own Git repository S148 | Not established |
| Security Compliance Suite | $2,000/month billed yearly ($2,400 monthly equivalent) S148 | 10 users, records-based access control, SAML, SCIM S148 | Not established |
| Custom | Contact us S148 | Custom terms and payment S148 | Not established |
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| ToolRadar | Holistics Reviews, Pricing & Alternatives (2026) - 4.4/5 | Grounded web search | ## Ratings Across the Web 4.4(119 reviews) Holistics holds an aggregate rating of 4.4 out of 5 from 119 reviews across G2 and Capterra, last checked September 17, 2026. G2 15 reviews 4.3/5 Capterra 104 reviews 4.5/5 Ratings aggregated from |
| SaaSrat | Holistics Review 2026: Pricing, Features, and Semantic-Layer BI Buyer Guide / SaaSrat | Grounded web search | it an "Outstanding, Good Value BI Tool with Powerful Dashboards and Great ... 89 reviews; a Director of Operations in Health and Wellness highlighted that it is "Easy to setup, support for MongoDB, SQL based dashboarding, and granular access permission |
| G2 | Compare Holistics Data Software and Omni Analytics | Grounded web search | Holistics Data Software(13)4.2 out of 5Holistics Data Software By Holistics ... - Users report that both products have strong data visualization features, scoring 9.0 each, but reviewers mention that Holistics Data Software's data transformation capabilities score lower at 7.7, indicating potential limitations in preparing data for analysis. - Reviewers say that Omni Analytics offers superior data discovery capabilities with a score of 9.2 compared to Holistics Data Software's 7.6, suggesting th |
| recatools.com | Holistics — Code-First BI With a Semantic Layer and AI — Practical Tools. Trusted Intelligence. | Grounded web search | want metrics defined once, as code, and reviewed in pull ... AI work builds on that: an MCP server, bring-your-own AI modelor AI model, AI-built dashboards and scheduled AI tasks all read from the governed semantic layer instead of writing free-form SQL |
Customer proof
| Proof type | Named customer or source | Evidence |
|---|---|---|
| Case study | Datacubed Health | customer case study — In this case study, we'll explore how Datacubed Health migrated from a legacy embedded BI tool to Holistics. (How Datacubed Health Delivered Compliant Embedded Analytics at Scale using Holistics) |
| Case study | ZOE | customer case study — Craig evaluated all industry-leading tools with modeling capabilities, including giants, including PowerBI, Looker, Qlik, Thoughtspot, and Tableau. (How ZOE built a golden source of truth for the entire organization with Holistics) |
| Case study | holistics.io | customer case study — , how did you guys go through your process? (Happy customers) |
Independent mentions
- Self-service AI analytics with — , including mature companies, startups, open source solutions. During that process, I stumbled upon Holistics, tried it ... Working with Holistics is completely different from companies like Tableau or Looker. Your team moves fast
- Embedded Analytics Platforms: 4 Rankings, 36 Products Scored (2026) / WhatAreTheBest.com — Holistics charges $800 a month for unlimited viewers Best for Developer teams wanting Git-based, version-controlled dashboards From $800 per month SOC 2 GDPR Git version control ... .2 Market 8.9 Usability 9.5 Value 9.0 Developer 9.4 Security
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | Founded 2015 · Singapore Self-funded One thesis, five product generations | source |
| Contact and support | Yes, we do. With Embedded Analytics, we offer unlimited dashboard viewers, ensuring you can share insights with everyone, without any restrictions. For more details, contact us. | source |
| Legal and privacy | Generate preview Cancel Save | source |
| Security and compliance | Enterprise SSO/SAML | source |
| Uptime and status page | Not published on the collected pages. | — |
Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Reporting with MongoDB / Holistics Docs (4.0) | Guide | Public tutorials and product guidance. (source) | Not dated |
| How to Choose the Right Pricing Model for Embedded Analytics | Guide | Guides, comparisons, pricing breakdowns, use cases, and how-to articles. (source) | Not dated |
| Google Data Studio: Pricing, In-depth Reviews & Tutorials | Guide | Guides, comparisons, pricing breakdowns, use cases, and how-to articles. (source) | Not dated |
| About Holistics — The semantic spine for trustworthy BI | Product update | Product update is publicly available. (source) | Not dated |
Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Fully cloud-based BI solution S172. | S172 |
| Platforms and apps | Web-based platform S172. | S172 |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | First-class API support, MCP, and webhooks for alerts S14 S62. | S14 S62 |
| Data ownership and export | Export reports as CSV, Excel, and PDF S14. | S14 |
| Performance and reliability claims | Not published on the collected pages. | — |
| Release activity | Five product generations shipped since 2015 S1. | S1 |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| First archived | 2015-11-04 — web archive |
| TLS certificate | Google Trust Services, valid, expires 2026-12-19 |
| Security headers | none served |
| Headers not served | HSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Server header | cloudflare |
| Mail handled by | aspmx.l.google.com, alt1.aspmx.l.google.com |
| Nameservers | abby.ns.cloudflare.com, hugh.ns.cloudflare.com |
Not measurable: rdap: no RDAP server published for .io; rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention specific competitors. Evidence gaps include lack of detailed security certifications, uptime statistics, and independent review ratings. Pricing details for custom plans are not published. The external review profile was discovered but not scraped, so its content is not verified.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 14 of 15 collected pages from holistics.io, including the homepage, features, pricing, solutions, customers, and about pages. Static and browser rendering rendering were used; external proof search was performed but no verification requests were made. Limitations include incomplete page coverage and unverified external review content.
- Official Websitehttps://www.holistics.io/Verified
- Official Websitehttps://www.holistics.io/about-us/Verified
- Official Websitehttps://www.holistics.io/features/Verified
- Documentationhttps://docs.holistics.io/guides/mongodb-reportingVerified
- Official Websitehttps://www.holistics.io/schedule-demo/Verified
- Pricing Pagehttps://www.holistics.io/pricing/Verified
- Pricing Pagehttps://www.holistics.io/blog/domo-pricing/Verified
- Pricing Pagehttps://www.holistics.io/blog/embedded-analytics-pricing/Verified
- Pricing Pagehttps://www.holistics.io/blog/google-data-studio-pricing-and-in-depth-reviews/Verified
- Pricing Pagehttps://www.holistics.io/blog/looker-pricing/Verified
- Pricing Pagehttps://www.holistics.io/blog/qlik-sense-pricing/Verified
- Pricing Pagehttps://www.holistics.io/blog/sisense-pricing/Verified
- Official Websitehttps://www.holistics.io/solutions/Verified
- Official Websitehttps://www.holistics.io/blog/2025-product-highlights/Verified
- Review Sitehttps://toolradar.com/tools/holisticsVerified
- Review Sitehttps://saasrat.com/products/holisticsVerified
- Review Sitehttps://www.g2.com/compare/holistics-data-software-vs-omni-analytics-inc-omni-analyticsVerified
- Articlehttps://www.holistics.io/customers/datacubed-health-embedded-analytics/Verified
- Articlehttps://www.holistics.io/customers/zoe-golden-source-of-truth/Verified
- Review Sitehttps://recatools.com/ai-directory/holistics/Verified
- Articlehttps://www.holistics.io/customers/Verified
- Articlehttps://whatarethebest.com/embedded-analytics-platforms/Verified