Is Definite a data warehouse for my SFTP data?

Yes. Definite is your complete data warehouse for SFTP data—no need to pay for Snowflake, BigQuery, or Databricks. Definite syncs your data into secure, managed infrastructure, powered by DuckDB for high-performance analytics. Definite handles encrypted, persistent storage behind the scenes with enterprise-grade security, automatic syncing, and backups. You get lightning-fast queries, built-in business intelligence tools, and SOC 2–compliant data residency options—all without the overhead or complexity of running a separate warehouse.

Can I analyze my SFTP data with other data sources?

Yes. Definite lets you connect and analyze data across all your tools — from app databases and CRMs to marketing automation, analytics, and customer support platforms. Our built-in Sync Engine supports over 500+ data sources, with options for daily, hourly, or near real-time. Definite makes analysis easy. You can select metrics and dimensions from your SFTP data alongside other sources to explore insights, build dashboards, and share results — no SQL needed (unless you want to). Or simply ask Fi, our AI analyst, to find answers, uncover patterns, and instantly create charts and reports for you.

Can Definite connect SFTP data to tools like Python, SQL, Google Sheets, or Slack?

Yes. Definite integrates seamlessly with the tools you already use. You can run Python scripts for advanced analysis, query your data directly with SQL, or sync results to Google Sheets and Slack for easy sharing. Data can be exported in CSV, Excel, or JSON, accessed via the Metrics API, or embedded directly into your product or internal dashboards. Definite makes it simple to connect, automate, and share insights wherever your team works.

How does Definite's AI actually work?

Definite includes Fi, our AI data analyst that understands your business data and speaks your language. Fi can explore your connected sources, write SQL, and build charts or dashboards in minutes — turning plain-English questions into real analysis. Under the hood, Fi uses Definite's semantic models and query engine to interpret context, generate accurate queries, and explain results clearly. The result: faster insights, fewer bottlenecks, and analytics that finally deliver ROI.

Can I use Definite for free?

Yes. Definite offers a free plan for qualifying startups that includes core analytics, dashboards, and AI insights — everything you need to get started. You can upgrade anytime for more data sources, faster syncs, and advanced automations.

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← All connectors/API & Data

§ Connector

SFTP

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§ Live with

§ What you get

Everything SFTP exposes, modeled and queryable.

Extracts structured records from files on an SFTP server. You define one or more 'tables' by directory prefixes and filename regex patterns, and the integration streams rows from matching delimited files (e.g., CSV/TSV), adding source file and line metadata. It supports incremental sync using file modification time, custom delimiters/encodings, optional header sanitization and row skipping, and can decrypt GPG-encrypted exports and handle compressed files. This enables centralizing operational exports and file-delivered datasets for downstream analytics.

Standard on every Definite connector

Sync cadence

Hourly or faster

CDC

Native where supported

Auth

OAuth / API key

Row-level security

Yes

Tables & streams

1 object

◆Stream (Dataset/Table)

A logical dataset defined by an SFTP directory prefix and filename regex, representing a table to be loaded (e.g., orders, customers, events). Enables analysis of dataset freshness, volume trends, schema conformance, and downstream KPI modeling.

Authentication

Authenticates to your SFTP server with a username and password or an SSH private key; optionally retrieves a GPG decryption key from AWS SSM Parameter Store to decrypt files

Requirements

Requires a SFTP account to connect.

Analyze with Fi

Operational data, performance metrics, and business insights.

§ How it works