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Vantage Data Integration | Cloud Cost Analytics

V

Connect Vantage and let AI agents query cloud costs, resource usage, and optimization data alongside project budgets from 1,000+ other sources.

SOC 2 Type II 1,000+ data sources Any warehouse or BI tool
A
Improvado Agent
Connected to Vantage
Show me our top 5 cost centers in AWS this month and flag any unexpected spikes.
Your AWS spend is $127,340 this month. EC2 accounts for $48,200 (up 23% vs. last month), RDS $31,100, and S3 $18,900. The EC2 spike is driven by increased instance hours in us-east-1.
Set an alert if our daily EC2 spend exceeds $2,000.
Alert configured. I'll notify you if EC2 daily spend crosses $2,000. Current 7-day average is $1,610.
Trusted by data-driven teams
1,000+
Integrations
200+
Vantage Fields
99.9%
SLA Uptime
<5 min
Setup
SOC 2
Type II
Improvado
Key Takeaways

Connect Vantage to your data infrastructure

Improvado connects to Vantage's API to extract cloud cost data, resource usage metrics, and optimization recommendations across your AWS, Azure, and GCP environments. The platform automatically pulls data on configurable schedules, from hourly cost updates to daily summaries. No manual cost report exports or custom development needed. Your cloud financial data flows continuously into your preferred analytics platform.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the Vantage 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 Vantage 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 cost data across all platforms

Improvado's Marketing Common Data Model normalizes Vantage cost data with your business metrics, project management, and financial systems. Cloud spending aligns with team budgets, project timelines, and revenue data. Resource usage connects to application performance and customer metrics. This unified approach enables comprehensive cost attribution and ROI analysis across your entire technology stack.

How it works

From connection to autonomous action in three steps

1

Connect

Connect your Vantage account via API token. The agent authenticates with read and write permissions to access cost data, budgets, and alert configurations across your cloud infrastructure.
2

Ask

Ask questions like 'Which AWS services drove our cost increase last week?' or 'Show me untagged resources consuming more than $500 monthly' or 'What's our current burn rate vs. budget?'
3

Act

The agent creates cost alerts, updates budget thresholds, applies cost allocation tags, generates savings recommendations, and exports cost reports filtered by service, region, or business unit.
Use Cases

What teams ask their AI agent about Vantage

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 →
A
Improvado Agent Analysis

Match Vantage cloud costs with project budgets and team allocations for accurate tracking

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

6 hrs → 30 min
A
Improvado Agent Cross-channel

Correlate infrastructure spending with application performance and customer usage metrics

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

Manual → auto
A
Improvado Agent Reporting

Build executive dashboards showing cloud costs alongside business revenue and margins

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

4 hrs → 18 min
AI Agent Access

Your agent doesn't just read Vantage — it matches cloud spend to revenue

Read

The agent reads cloud cost data across AWS, GCP, Azure, and Kubernetes. It pulls service-level spend, resource utilization, budget vs. actual comparisons, cost anomalies, tagging coverage, and historical trends by account, region, or team.

Write

The agent configures cost alerts with custom thresholds, updates budget allocations, applies cost allocation tags to untagged resources, creates savings reports, and adjusts notification rules for anomaly detection.

Monitor

The agent monitors daily spend against budgets, tracks cost anomalies by service or region, watches for untagged resource growth, checks utilization rates for rightsizing opportunities, and flags when burn rate exceeds forecast.

AI agents query cloud cost data across AWS, Azure, and GCP to match infrastructure spending with project budgets and team allocations. They correlate resource usage with application performance metrics and customer behavior data. Agents automatically compare cloud costs against business margins to identify optimization opportunities.

Claude ChatGPT Cursor Gemini Any MCP Client
Explore MCP →
Improvado Agent · Vantage
You
Show me our top 5 cost centers in AWS this month and flag any unexpected spikes
A
AWS Cost Centers
Service MTD Spend Change vs. Last Month
EC2 Compute $48,200 +23%
RDS Database $31,100 +8%
S3 Storage $18,900 -2%
Lambda Functions $14,300 +5%
CloudFront CDN $11,840 +12%
5 services · $124,340 total · EC2 spike detected in us-east-1
You
Set an alert if our daily EC2 spend exceeds $2,000
A
Cost Alert Configured
EC2 daily spend threshold: $2,000 · Current 7-day avg: $1,610
Destinations

Send Vantage 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 Vantage 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

What Vantage data can Improvado extract?
Improvado extracts cloud costs by service, resource usage metrics, optimization recommendations, and budget alerts from Vantage. The integration captures data across AWS, Azure, and GCP with detailed breakdowns by team, project, and environment. All custom tags and cost allocation rules are preserved.
How frequently can Vantage data sync?
Sync frequency ranges from hourly to daily depending on your cost monitoring requirements. Most organizations choose 4-hour syncs for cost tracking with daily updates for trend analysis. The platform automatically handles API rate limits and cloud provider data delays.
Can I combine Vantage with business data?
Yes, Improvado's MCDM normalizes cost data with revenue, project, and team information from your business systems. Cost centers and project codes are matched across platforms. This enables accurate cost attribution and ROI calculation for cloud infrastructure investments.
Is technical setup required for integration?
No development needed - simply provide your Vantage API credentials through Improvado's interface. The platform handles authentication, data mapping, and ongoing synchronization automatically. Setup typically completes within 30 minutes.
Which destinations support Vantage data?
Vantage data loads into BigQuery, Snowflake, Redshift, Azure, and BI tools including Tableau, Power BI, and Looker. Cost data arrives formatted for analysis with consistent schema across cloud providers. Multiple destination routing is fully supported.
How does Improvado ensure cost data accuracy?
The platform validates cost data during extraction, checking for completeness and reconciling with cloud provider billing APIs. Automatic error handling manages temporary API issues and data delays. You receive alerts for any significant cost anomalies or data gaps.
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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