Definite

Definite is an all-in-one data platform for teams that need to bring disparate sources into governed reporting and data applications. It is strongest for data and analytics groups that will use its connectors, modeling, AI analyst, and deployment options together. The main trade-off is scale: the free tier is tightly capped, while serious use starts at $250 a month.

Overview

Definite combines ingestion, storage, modeling, business intelligence, and AI-assisted analysis in one service. That unified approach can replace a chain of specialist tools when a team wants one place for pipelines, dashboards, semantic context, and custom applications. It is less compelling for an individual or small project that needs only a few recurring reports.

Key features

The integrations directory spans 525 sources, with Salesforce, Stripe, PostgreSQL, Shopify, and Google Analytics among the prominent options. Definite also accepts CSV, Parquet, JSON, and NDJSON files, and supports log-based change data capture for Postgres, MySQL, and Oracle where supported. This breadth suits organizations combining operational, finance, and marketing data, although the Free plan allows only two connectors.

Fi, the built-in AI analyst, handles questions in plain English and can produce data apps containing filters, KPIs, tables, and charts. Custom data applications extend the platform beyond conventional dashboards, while browser-side search across millions of rows uses DuckDB-Wasm. These capabilities are useful when nontechnical users need to explore governed data without waiting for a bespoke report.

Definite supports MCP clients such as Claude, ChatGPT, and Cursor. Those clients can receive schema, lineage, and semantic context, giving AI workflows a clearer understanding of the underlying data. API access is included with Standard, not Free. Spend tracking, pipeline tracking, custom dashboards, and CRM reporting are also supported.

Security controls include TLS 1.2 or newer in transit, AES-256 at rest, and role-based access controls. Definite says it meets GDPR and CCPA requirements; SOC 2 Type II is in progress. Enterprise customers can request a HIPAA BAA. Data is hosted on US-based GCP infrastructure, with an EU region offered on Enterprise.

Deployment can be private in a customer’s AWS, GCP, Azure, or Kubernetes environment. Enterprise adds dedicated support and an SLA, and the security team says most requested security documents are turned around within one to two business days.

Pricing

Free

Free costs nothing, billed Forever, and includes 2 users, 2 connectors, 1 GB of storage, 5 credits per month, and daily sync. It is suitable for evaluating the platform or running a very small data footprint, but the connector, storage, user, and credit ceilings make it unsuitable for a growing production warehouse. Additional Standard credits cost $1 each.

Standard

Standard costs $250 a month, billed Monthly. It removes user and connector limits, provides 10 GB of storage, 100 credits per month, hourly sync, and API access. This is the practical starting point for a team consolidating several systems, though the storage allowance may require close monitoring as data volumes increase.

Enterprise

Enterprise uses custom pricing and includes 1,000+ credits per month, SSO, near-real-time sync, audit logs, SCIM, dedicated support, and an SLA. It is the appropriate tier for organizations with identity, audit, support, or residency requirements, including EU hosting and an optional HIPAA BAA.

Platforms

Definite is available through its web interface and API, with self-hosted deployment for customers that need private infrastructure. The platform’s private option covers AWS, GCP, Azure, and Kubernetes environments.

Who it's for

Choose Definite if your team wants ingestion, modeling, reporting, AI-assisted exploration, and data apps under one architecture, especially when MCP-based workflows or private deployment matter. It is a poor fit for lightweight dashboarding, a single-source project, or buyers unwilling to commit to a 250.00 USD monthly Standard plan.

Pros and cons

Pros

• 525-source directory plus database CDC and common file formats supports varied ingestion requirements.
• Fi and DuckDB-Wasm combine conversational analysis with browser search over millions of rows.
• MCP context for Claude, ChatGPT, and Cursor makes schema and lineage available to AI clients.
• Private deployment, role controls, encryption, and Enterprise governance support regulated environments.

Cons

• Free is limited to 2 users, 2 connectors, 1 GB, and 5 credits monthly, leaving little room for sustained evaluation.
• Standard’s 250.00 USD monthly price is high for small teams, and its 10 GB storage cap may constrain larger datasets.
• SOC 2 Type II is still in progress, and EU residency is reserved for Enterprise.

Alternatives

Triple Whale is the better choice for marketing teams wanting Android and iOS access, 10 free users, and 12 months of data retention.

Singular suits conversion-focused mobile marketing, with a free tier covering 15,000 paid conversions and no credit card requirement.

Databox is a lower-cost dashboard option: its Free plan includes one user, three data sources, and 50 AI credits per month.

Improvado is preferable when MCP usage is the priority and a 100.00 USD monthly MCP Only plan with 2M rows per year meets requirements.

Power My Analytics offers a free sample-data tier with unlimited sample sources, destinations, and MCP/API access.

Adzooma is a web-only alternative for basic SEO, web metrics, and PPC alert monitoring.

TapClicks is a paid, trial-supported option for agencies needing client reporting bundles.

Propulso is a paid alternative centered on scheduled reports and regional historical data.

For broader category comparisons, see Marketing Analytics Software and Semantic Layer Software.

Verdict

Definite is a strong choice for analytics teams that want one platform for connectors, governed modeling, AI exploration, reporting, and deployable data apps. Its private-hosting and Enterprise controls strengthen the case for larger or regulated organizations. Look elsewhere if you need inexpensive, small-scale dashboards or a generous free sandbox: Definite’s tight Free limits and 250.00 USD monthly Standard entry point are the decisive drawbacks.