Redash + Improvado: Query Results Automated
Extract dashboard data, query results, and visualization metrics from Redash. Backup or migrate your analytics to modern platforms automatically.
Top performer: Brand campaigns at 8.1x ROAS.
Automate Redash marketing data connections
Improvado extracts data from Google Ads, Facebook, Salesforce, and 500+ marketing platforms, then loads it into your Redash data warehouse. Configure once and receive automated updates on your schedule - no manual exports or API management required. Your data team can focus on building queries and dashboards instead of maintaining fragile data pipelines. Fresh marketing metrics flow into Redash tables ready for SQL analysis.
From connection to autonomous action in three steps
Connect
Authenticate Redash via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries Redash 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.
Exploring All Your Marketing Data in Redash
Benefits of Integration
- Automatically update Redash dashboards.
- Sync hard-to-extract data sources, like Snapchat, LinkedIn, and Sizmek and so on.
- Custom integrations? No problem.
- Extract data via API, FTP, S3, CSV Uploads, Google Spreadsheets or email.
- Dedicated Customer Success Manager included.
Standardized marketing data for SQL analysis
The Marketing Common Data Model (MCDM) transforms disparate platform data into consistent database schemas within Redash. Campaign costs, impressions, and conversion metrics use identical field names whether sourced from Google, Facebook, or LinkedIn. SQL queries work seamlessly across platforms without complex joins or data type conversions. Analysts write cleaner queries and build more reliable dashboards when all marketing data follows the same structure.
What teams ask their AI agent about Redash
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Build SQL queries comparing Google Ads and Facebook performance with standardized metrics
Your AI agent analyzes Redash data and delivers actionable insights — automatically, in seconds.
Create automated marketing ROI reports combining CRM and advertising platform data
Your AI agent analyzes Redash data and delivers actionable insights — automatically, in seconds.
Analyze customer acquisition costs across channels using unified attribution data
Your AI agent analyzes Redash data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Redash — it acts on it
Read
Pull metrics, dimensions, and trends from Redash — 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 Redash 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 Redash 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 Redash 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 Redash today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.