Data sources
/
Harness

Connect Harness Data — DevOps Pipeline Intelligence

Pull deployment metrics, pipeline analytics, and release data from Harness platform. Send continuous delivery insights to Snowflake or your BI tools.

500+
Data Sources
46K+
Metrics
99.9%
SLA
<5 min
Setup
SOC 2
Type II
Why Improvado

Connect Harness to your data warehouse

Improvado connects to Harness APIs to extract deployment data, pipeline metrics, service performance, and development velocity indicators. Integration setup takes 15 minutes with no coding required. Your CI/CD data updates automatically every 30 minutes, providing current insights into deployment success rates and development team productivity. API authentication and rate limiting are managed automatically.

Harness Improvado
Snowflake BigQuery Redshift Tableau Power BI AI Agent
46K+ metrics 500+ sources No code Auto-refresh
Your sources
Harness + 500 more
Marketing Common Data Model
Same metrics
Same schema
Any destination
Unified Data

Unified development data across platforms

Improvado's Marketing Common Data Model standardizes Harness data alongside business intelligence platforms. Combine deployment frequency with marketing campaign launches and revenue data. Analyze development velocity against business outcomes without complex data engineering. Your CI/CD metrics use consistent naming conventions across all connected business and technical platforms.

Use Cases

What users ask their Harness integration

Cross-channel
Track deployment success rates against marketing campaign launches and revenue impact
8 hrs → 30 min
Budget optimization
Optimize development velocity by analyzing pipeline performance across teams and projects
Manual → auto
Executive reporting
Create executive dashboards showing development productivity and business delivery metrics
6 hrs → 22 min
AI Agent Access

Go beyond dashboards — give your AI agent direct access to ad data

Improvado MCP connects your ad platform data to Claude, ChatGPT, Cursor, and any MCP-compatible AI tool. Read metrics, launch campaigns, monitor anomalies — all through one protocol.

Explore MCP →
Ideate
Launch
Measure
Analyze
Report
Iterate
📖

Read

Pull ROAS, CPA, search terms, geo data — across every account and campaign type. Your AI agent handles the API calls.

🚀

Write

Launch campaigns, pause underperformers, adjust bids and budgets. Every action logged, governed, and reversible.

Monitor

Set up CPA alerts, budget pacing watches, and weekly auto-reports. Problems caught before they eat your budget.

40K+
Harmonized metrics
250+
Governance rules
500+
Connectors
40h+
Saved weekly
Works with Claude ChatGPT Cursor Gemini Any MCP Client
99.9% SLA
Data warehouse
Managed storage
Cross-channel
Deep granularity
Attribution

Extract data from 500+ data sources

Connect and manage all your marketing data sources in one platform, both in the cloud or on-premise.

Load data to any data warehouse

Connect multiple data sources and analyze them as if they were a single database.

Combine, map, and normalize data to produce a comprehensive data set surrounding your marketing activities.

Transform your data without SQL skills

Analyze data in
real-time

You can use it directly with your favorite business intelligence tools, ingest it to econometric models and populate the enterprise data warehouse

Get analysis-ready data for marketing analytics

Get all your data in one place instantly

SOC 2 Type II

Auditing procedure that ensures secure management of data.

HIPAA

Complies with Health Insurance Portability
and Accountability Act (HIPAA)

Improvado is GDPR compliant.
GDPR

General Data Protection Regulation (GDPR) Certified

Improvado is CCPA compliant.
CCPA

Complies with California Consumer Privacy Act (CCPA)

Centralize all your marketing data in one place

No items found.
No items found.

You can analyze data from 500+ data sources

No items found.
G2 Crowd logo
Capterra logo

A great customer service that always tries to be helpful with a "how can we make it" approach. They understand your needs, provide all relevant solutions to successfully implement them, and make your job done.

Ahmet Sergen D
Ahmet Sergen D
Regional Digital Manager
Ahmet Sergen D
Regional Digital Manager

A great customer service that always tries to be helpful with a "how can we make it" approach. They understand your needs, provides all relevant solutions to successfully implement them, and make your job done.

If you consider hiring Improvado, you are also a hiring team that supports you to achieve your goals to become a more data-driven company.

Improvado is helping us to aggregate our paid marketing data from multiple channels and present it in a meaningful way. We are more efficient with reporting our campaign results and have better ideas about what's going on easily.

Read the case study
G2 Crowd logo
Capterra logo

Professional, responsive and willing to go the extra mile to help. They are a solution to connect to most advertising platforms and provide a multitude of metrics from these platforms

They are willing to go the extra mile to attend to your query and help to the best they can.

Helping to connect to various advertising platform such as Google Ads, Facebook, DV360, Trade Desk.

They are a solution to connect to most advertising platform and provide a multitude of metrics from these platforms

Read the case study

Frequently Asked Questions

What Harness data can Improvado extract?
+
Improvado extracts pipelines, deployments, services, environments, execution metrics, and performance data from Harness. All data includes success rates, duration metrics, and team productivity indicators for comprehensive analysis.
How often does Harness data refresh in my warehouse?
+
Harness data refreshes every 30 minutes by default through Improvado's automated sync. You can adjust frequency from every 15 minutes to daily depending on your development reporting requirements.
Can I combine Harness data with business metrics?
+
Yes, Improvado's Marketing Common Data Model enables joining Harness deployment data with revenue, marketing, and operational platforms. This allows analysis of development velocity against business outcomes and feature delivery impact.
Which destinations support Harness data integration?
+
Improvado loads Harness data into BigQuery, Snowflake, Redshift, Azure SQL, Tableau, Power BI, and Looker. Data arrives pre-formatted for immediate dashboard creation and development analytics.
How does Improvado handle Harness pipeline hierarchies?
+
Improvado preserves Harness's service-pipeline-stage relationships in your warehouse schema. Pipeline dependencies and execution flows are maintained through relational keys for accurate performance analysis.
What schema format does Harness data use in my warehouse?
+
Improvado normalizes Harness data into standardized tables with consistent column names and data types. Deployment timestamps use standard formats and status fields follow uniform naming conventions for easy analysis.