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.
Top performer: Brand campaigns at 8.1x ROAS.
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.
From connection to autonomous action in three steps
Connect
Authenticate Harness via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries Harness 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.
Extract All Your Marketing Data from Harness
Harness - a platform for continuous delivery and deployment.
This Improvado integration is available by request only. Unlike our typical API integrations which can be set up by anyone in just a few clicks, this one will need a bit of work on our side (and maybe even on yours). Sometimes we need to play together to achieve the best results for everyone.
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.
What teams ask their AI agent about Harness
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Track deployment success rates against marketing campaign launches and revenue impact
Your AI agent analyzes Harness data and delivers actionable insights — automatically, in seconds.
Optimize development velocity by analyzing pipeline performance across teams and projects
Your AI agent analyzes Harness data and delivers actionable insights — automatically, in seconds.
Create executive dashboards showing development productivity and business delivery metrics
Your AI agent analyzes Harness data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Harness — it acts on it
Read
Pull metrics, dimensions, and trends from Harness — 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 Harness 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 Harness 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 Harness 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 Harness today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.