Holistics
Code-first BI with a programmable semantic layer — self-service analytics that stays governed
Overview
Holistics is a Singapore-based, fully bootstrapped BI platform built for analytics engineers who want engineering-grade practices in their data stack. Founded in 2015 as a spin-off of an internal tool at Viki (Rakuten), it has grown to $5M ARR with 350+ customers across 20+ countries — all without a dollar of external funding. Its defining feature is AML (Analytics Modeling Language), a typed code-first semantic layer where models, dimensions, measures, and relationships are defined as first-class constructs and versioned in Git, not locked in proprietary GUIs.
On top of the semantic layer sits an AI query assistant that reasons over governed metric definitions rather than generating ad-hoc raw SQL — making answers traceable and consistent. The platform layers in role-based access control, row-level security, enterprise SSO/SAML, SCIM provisioning, dbt integration, Canvas dashboards, and embedded analytics with white-labelling. All three pillars — modeling, querying, and dashboarding — emit auditable code that can be reviewed in pull requests and promoted through environments, positioning Holistics as the "Looker-without-the-Google-tax" for cost-conscious technical teams.
Pricing
Pricing shown for reference only. These figures reflect RECATOOLS research as of 16 Jun 2026 and may be out of date or incomplete. This is not financial or purchasing advice — always confirm the current price on the provider’s official website before making any decision.
Use cases
What you can produce with Holistics
- A Git-versioned semantic model (AML) defining all company metrics, dimensions, and relationships as auditable code
- Self-service Canvas dashboards deployed to non-technical business users with governed filters and drill-downs
- AI-generated analytics answers grounded in governed metric definitions with multi-turn conversational follow-up
- Role-based and row-level access control policies mapped to data warehouse roles and enforced at query time
- Embedded analytics dashboards white-labelled into a product with dynamic per-customer data isolation
- dbt model metadata surfaced directly inside Holistics datasets for a unified transformation-plus-BI workflow
- Automated data delivery (email, Slack, scheduled exports) from any report without manual SQL runs
ASEAN Perspective
Holistics in Southeast Asia
Holistics is one of the few BI platforms that is genuinely ASEAN-native rather than ASEAN-adapted — founded in Singapore, engineering offices in Vietnam, and a customer list heavy with SEA internet companies including Shopback, Fave, VCNC, 99.co, RedDoorz, Kata.ai, Qoala, LINE GAMES, and Spenmo. An APAC-region data-center endpoint (secure.holistics.io) supports data residency needs relevant to Singapore's PDPA and regional data-localisation requirements. Pricing is published in SGD alongside USD and EUR, a small but meaningful signal that the company treats Singapore as a primary market rather than an afterthought. Bootstrapped and profitable, Holistics is a credible proof point that enterprise-grade data tooling can be built and scaled out of Southeast Asia.
Holistics earns strong marks for analytics engineers who want Looker-grade semantic governance without the enterprise price tag or Google lock-in. The AML/AQL code-first stack, native Git workflows, dbt integration, and AI assistant grounded in governed metrics are genuinely differentiated — reviewers on Capterra (4.6/5 from 89 reviews) consistently praise the single source of truth, responsive support, and faster iteration cycles compared to Tableau or Looker. APAC data-center residency, a Singapore HQ, and a deep roster of SEA reference customers (Shopback, Fave, 99.co, RedDoorz, Kata.ai) make it a rare BI vendor with authentic regional roots rather than bolted-on localisation.
The caveats are real, though. Entry pricing at $800/month annual locks out early-stage teams and individual analysts who might trial tools like Metabase for free. Users note dashboard design flexibility lags behind Tableau, performance can degrade on large Snowflake queries, and the AML learning curve is non-trivial for SQL-only practitioners. The REST API is functional but still described as a work-in-progress. For organisations already committed to a dbt semantic layer, Lightdash may offer a tighter native fit. Holistics is best suited to growth-stage data teams that have outgrown Metabase and want governed self-service without six-figure Looker contracts.
What people say
Holistics earns a 4.6/5 on Capterra (89 reviews) and consistently strong ratings on G2 (small review set, roughly 4.3–4.6 across snapshots). Users praise the analytics-as-code approach, Git version control, dbt integration, and quality of customer support. The semantic layer is seen as a genuine differentiator versus Metabase and Tableau for teams needing governed self-service. Common complaints include limited dashboard design flexibility, occasional performance slowdowns on large Snowflake queries, and a learning curve for the AML modeling language. Pricing is viewed as fair relative to Looker, though the entry floor is a barrier for small teams.
Summary of public user & expert reviews, compiled by RECATOOLS.
Notable facts
- Holistics spun out of an internal data tool built at Viki, the Korean drama streaming platform acquired by Rakuten — the founders turned their own analytics headache into a product.
- The company has never raised external funding, reaching $5M ARR entirely on customer revenue with a 65-person team split between Singapore and Vietnam.
- Holistics created DBML (Database Markup Language) as an open-source side project — the diagram tool DBDiagram.io, built on DBML, has its own large following independent of the core BI product.
- Founder Huy Nguyen was named to the Forbes 30 Under 30 Asia list in 2018, just three years after launching Holistics.
Frequently asked questions
About this listing
This entry was compiled from publicly available data including Holistics's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Holistics unless explicitly stated.
Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.
For the latest details, please refer to Holistics directly →
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