FTP/SFTP Data Integration for File Automation
Automatically retrieve data files from FTP and SFTP servers on scheduled intervals. Transform file-based datasets and load them into modern data warehouses or analytics tools.
Top performer: Brand campaigns at 8.1x ROAS.
Automate FTP/SFTP file processing
Improvado monitors your FTP and SFTP servers for new file uploads, automatically detecting CSV, JSON, and Excel files containing marketing data. The platform handles secure authentication including SSH keys and certificates for SFTP connections. Files are processed immediately upon upload or on your preferred schedule, eliminating manual downloads and data entry workflows.
From connection to autonomous action in three steps
Connect
Authenticate FTP/SFTP via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries FTP/SFTP performance in natural language. Trends, anomalies, cross-channel comparisons — one conversation.
Act
The agent pauses underperformers, adjusts settings, generates executive reports, and monitors anomalies — every action logged.
Import your data into data warehouse via FTP/SFTP
SFTP (or Secure File Transfer Protocol) is an alternative to FTP that also allows you to transfer files, but adds a layer of security to the process. SFTP uses SSH encryption to protect data as it’s being transferred. This means data is not exposed to outside entities on the Internet when it is sent to another party.
Some of the benefits of using the connector include:
- It's available across various platforms and provides best-in-class automation and best practices that guarantee availability, scalability, and compliance.
- It features integrations with the tools companies already use so that they can gain valuable insights from the business data in an instant.
- It features the necessary security features to ensure that a company's data stays safe.
Transform file data for analysis
Raw files from FTP/SFTP get cleaned and standardized through Improvado's transformation engine before loading into your data warehouse. Column headers are normalized, data types are validated, and missing values are handled according to your specifications. The platform can merge multiple files, deduplicate records, and apply custom business logic to prepare data for analysis.
What teams ask their AI agent about FTP/SFTP
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Process daily sales reports from retail partners uploaded via SFTP into unified revenue dashboard
Your AI agent analyzes FTP/SFTP data and delivers actionable insights — automatically, in seconds.
Combine affiliate marketing CSVs with internal campaign data for complete attribution analysis
Your AI agent analyzes FTP/SFTP data and delivers actionable insights — automatically, in seconds.
Load vendor performance reports from FTP into executive dashboards with automated data validation
Your AI agent analyzes FTP/SFTP data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read FTP/SFTP — it acts on it
Read
Pull metrics, dimensions, and trends from FTP/SFTP — across every account and campaign. Your AI handles the query.
Write
Launch campaigns, pause underperformers, adjust settings. Every action logged and governed.
Monitor
Anomaly alerts, budget pacing watches, weekly auto-reports. Problems caught before they burn budget.
Query, write, and monitor FTP/SFTP through Claude, ChatGPT, Cursor, or any MCP client. Every action is logged and governed.
| Campaign | Spend | ROAS |
|---|---|---|
| Brand — Exact | $4,200 | 8.1x |
| Non-Brand | $12,800 | 4.7x |
| Retargeting — 30d | $3,100 | 4.2x |
| Competitor | $8,400 | 3.1x |
| DSA — Blog | $2,600 | 2.8x |
Send FTP/SFTP data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with FTP/SFTP as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
Put an AI agent on your FTP/SFTP today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.