Cumul.io Data Integration | Dashboard Migration Made Easy

Connect Cumul.io and let AI agents query cross-channel dashboards, track campaign ROI, and analyze attribution from 500+ marketing platforms.

SOC 2 Type II 1,000+ data sources Any warehouse or BI tool

Improvado Agent

Connected to Cumul.io

Show me dashboard engagement for our logistics platform last month.

Your Cumul.io dashboards had 12,847 views across 23 active dashboards. Top performer: Fleet Performance Overview with 3,204 views and avg 4:32 session time. Embedded dashboards drove 68% of total engagement.

Which dashboards have the lowest engagement? Flag any that haven't been viewed in 30 days.

Found 5 dashboards with zero views in 30 days: Regional Sales Breakdown, Warehouse Capacity Planning, Driver Safety Metrics, Route Optimization Analysis, and Customer Delivery Ratings. Total storage: 847 MB. Archive or refresh?

Trusted by data-driven teams

1,000+

Integrations

200+

Cumul.io Fields

99.9%

SLA Uptime

<5 min

Setup

SOC 2

Type II

Key Takeaways

Connect Cumul.io with automated data integration

Improvado's API-based integration automatically extracts data from 500+ marketing platforms and loads it directly into Cumul.io. Set up once and receive fresh data on your preferred schedule - hourly, daily, or real-time. No manual CSV uploads or data preparation required. Your marketing teams get consistent, up-to-date metrics flowing into their Cumul.io dashboards without technical overhead.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the Cumul.io API

15-minute refresh cycles Near real-time sync with 99.9% SLA uptime. No stale dashboards.

Cross-channel normalization Marketing CDM unifies your data with 1,000+ sources into one schema. No manual mapping.

Any warehouse or BI tool Snowflake, BigQuery, Redshift, Databricks, Power BI, Tableau, Looker Studio

AI Agent access via MCP Query, write, and monitor Cumul.io through Claude, ChatGPT, Cursor, or any MCP client

Enterprise-grade security SOC 2 Type II, HIPAA, GDPR, CCPA. Raw data never leaves your environment.

OAuth setup in under 5 minutes No API keys, no code, no developer setup. Schema changes handled automatically.

Zero ongoing maintenance Pagination, rate limits, API versioning — all managed. Your team focuses on analysis.

Integration Details

Unified marketing data across all platforms

Improvado's Marketing Common Data Model (MCDM) standardizes metrics from Google Ads, Facebook, LinkedIn, and 500+ other sources into consistent formats. Campaign names, cost metrics, and attribution data align perfectly across platforms in your Cumul.io dashboards. Analysts can build cross-channel reports comparing Facebook CAC with Google Ads ROAS using identical field names and data structures. No more reconciling different naming conventions or metric definitions between platforms.

Cumul.io API · [VERIFY]API key · on-demand sync · incremental + full

Schema Overview

Data objects and fields Improvado extracts from Cumul.io

Object	Fields
Dataset	dataset_id name columns tags sync_mode
Column	column_id name type dataset_association metadata
Dashboard	[VERIFY]dashboard_id [VERIFY]name [VERIFY]datasets [VERIFY]visualizations [VERIFY]status

How it works

From connection to autonomous action in three steps

Connect

Connect your Cumul.io account via API token. The agent authenticates with your workspace credentials and accesses dashboard metadata, usage analytics, and data model configurations. Multi-tenant setups supported for embedded analytics deployments.

Ask

Ask questions like 'which dashboards have the highest bounce rate' or 'show me data refresh failures in the last week' or 'what's the average load time for customer-facing dashboards'.

Act

The agent creates new dashboards from templates, updates dataset connections, modifies filter configurations, adjusts sharing permissions, schedules data refreshes, and archives unused dashboards. It can also generate embed tokens and configure white-label settings for customer-facing analytics.

Use Cases

What teams ask their AI agent about Cumul.io

Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.

See how teams use Improvado →

Improvado Agent Analysis

Compare Facebook, Google, and LinkedIn performance in unified Cumul.io executive dashboards

Your AI agent analyzes Cumul.io data and delivers actionable insights — automatically, in seconds.

6 hrs → 10 min

Improvado Agent Cross-channel

Track campaign ROI across channels with real-time budget allocation insights

Your AI agent analyzes Cumul.io data and delivers actionable insights — automatically, in seconds.

Daily manual → auto

Improvado Agent Reporting

Generate board-ready marketing reports with cross-platform attribution analysis

Your AI agent analyzes Cumul.io data and delivers actionable insights — automatically, in seconds.

4 hrs → 20 min

AI Agent Access

Your agent doesn't just read Cumul.io — it explains dashboard trends

Read

Reads dashboard view counts, session durations, user interactions, filter usage patterns, data refresh logs, dataset schemas, query performance metrics, embed analytics, sharing configurations, and workspace usage statistics across all dashboards and data models.

Write

Creates dashboards from templates, updates dataset connections and queries, modifies visualization configurations, adjusts user permissions and sharing settings, schedules automated data refreshes, generates embed tokens, configures white-label branding, and archives or deletes unused dashboards.

Monitor

Monitors dashboard load times exceeding thresholds, data refresh failures, unusual spikes or drops in view counts, embed token expirations, query performance degradation, storage quota approaching limits, and dashboards with zero engagement over specified periods.

The AI agent queries Facebook, Google, and LinkedIn performance data in your Cumul.io dashboards. It calculates cross-platform attribution, identifies top-performing campaigns, and explains budget allocation recommendations. The agent monitors real-time ROI trends and generates board-ready reports combining spend, conversions, and revenue data from all marketing channels.

Claude ChatGPT Cursor Gemini Any MCP Client

Explore MCP →

Improvado Agent · Cumul.io

You

Show me top dashboards by user engagement this quarter

Dashboard Performance

Dashboard	Views	Avg Session
Fleet Performance Overview	9,612	4:32
Delivery Route Analytics	7,841	3:58
Driver Efficiency Tracker	6,203	3:21
Customer Satisfaction Metrics	4,567	2:47
Warehouse Operations Dashboard	3,829	2:14

5 dashboards · 32,052 total views · avg 3:22 session time

You

Create a new embedded dashboard for regional managers showing delivery KPIs

Dashboard Created

Regional Delivery KPIs · 6 widgets · embed code generated

Destinations

Send Cumul.io data anywhere

Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.

Snowflake → BigQuery → Redshift → Databricks → Power BI → Tableau → Looker Studio → Google Sheets → Domo → Excel → Qlik → Amazon S3 → Metabase → Grafana → PostgreSQL → Azure SQL →

SOC 2 Type II: Certified Security

HIPAA: Health Data Privacy

GDPR: EU Data Protection

CCPA: CA Privacy Standard

Compare

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 Cumul.io 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.

FAQ

Frequently asked questions

How does Improvado connect to Cumul.io?

Improvado uses Cumul.io's API to automatically push transformed marketing data into your dashboards. The integration supports both scheduled data refreshes and real-time streaming depending on your data source requirements.

What marketing data sources work with Cumul.io through Improvado?

Improvado connects 500+ marketing platforms including Google Ads, Facebook Ads, LinkedIn, HubSpot, Salesforce, and major ecommerce platforms. All data gets standardized and flows directly into your Cumul.io environment.

Can I customize which metrics appear in Cumul.io dashboards?

Yes, Improvado's transformation layer lets you select specific metrics, create calculated fields, and apply business logic before data reaches Cumul.io. You control exactly which KPIs and dimensions appear in your dashboards.

How often does marketing data refresh in Cumul.io?

Data refresh frequency depends on your source platforms and plan. Most advertising platforms support hourly updates, while some analytics tools refresh daily. Improvado maintains your specified schedule automatically.

Does the integration affect Cumul.io dashboard performance?

No, Improvado handles all data processing and transformation before loading into Cumul.io. Your dashboards receive clean, optimized datasets that maintain fast query performance even with large data volumes.

What happens if a marketing platform changes its API?

Improvado monitors and maintains all 500+ platform integrations, including API updates and schema changes. Your Cumul.io data flow continues uninterrupted when platforms modify their data structures or authentication methods.

Customer stories

See all customer stories →

“Improvado saves about 90 hours per week and allows us to focus on data analysis rather than routine data aggregation, normalization, and formatting.”

Jeff LeeHead of Social, Media Buy, Influencer & Marketing Data, ASUS

Read story →

“Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours.”

Marc CerniglioInsights & Automation Manager, Chacka Marketing

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