File Import Integration — Any Data, Any Format
Upload CSV, Excel, or JSON files directly into your analytics pipeline. Transform manual reports into automated data flows feeding Snowflake, Looker, or PowerBI.
Top performer: Brand campaigns at 8.1x ROAS.
Automate file imports to your data warehouse
Improvado processes CSV, Excel, JSON, and other file formats automatically through SFTP, email attachments, or cloud storage uploads. The platform validates data quality, maps schemas, and handles file format inconsistencies before loading into your warehouse. Schedule recurring imports or process files on-demand. Your file data integrates seamlessly with BigQuery, Snowflake, Redshift, and other destinations without custom development.
From connection to autonomous action in three steps
Connect
Authenticate File Import via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries File Import 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.
Standardized file data across all sources
Improvado normalizes imported file data using our Marketing Common Data Model (MCDM), ensuring consistent field names and data types. Combine spreadsheet exports from agencies, manual campaign data, and offline attribution files with your automated platform integrations. Standard schemas make file-based data compatible with API-sourced metrics. Build unified dashboards that include both automated and manual data sources.
What teams ask their AI agent about File Import
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Combine agency Excel reports with automated Facebook and Google Ads data in unified dashboards
Your AI agent analyzes File Import data and delivers actionable insights — automatically, in seconds.
Import offline attribution files to measure complete customer journey across all touchpoints
Your AI agent analyzes File Import data and delivers actionable insights — automatically, in seconds.
Process monthly budget files automatically and compare against actual platform spend data
Your AI agent analyzes File Import data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read File Import — it acts on it
Read
Pull metrics, dimensions, and trends from File Import — 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 File Import 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 File Import 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 File Import 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 File Import today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.