sap-hana
 · MCP Server

SAP HANA MCP — Enterprise Data, AI-Queryable

Connect SAP HANA to AI agents via Improvado MCP. Query in-memory enterprise data across finance, operations, and supply chain in plain English — no IT involvement required.

46K+ metrics · Read & Write access · 500+ platforms · <60s setup
📈 Read

Read SAP HANA Data via AI

Improvado MCP connects to SAP HANA and surfaces operational and analytical data to AI agents in real time. Query financial records, supply chain data, and business metrics without writing SQL or filing a ticket.

Your AI agent reads harmonized data across 500+ platforms. "Cost" in Google Ads and "spend" in Meta Ads resolve to the same field automatically.

Example prompts
"Show anomalies across all accounts" 2h → 40s
"CPL in New York vs. California?" 1h → 30s
"ROAS by campaign type, last 30 days" 45m → 15s
Works with Claude ChatGPT Cursor +5
Write actions
"Launch A/B test, $5K budget" 5 days → 20m
"Shift 20% of Display to PMax" 2h → 1m
"Pause all ad groups with CPA > $50" 30m → 10s
🛡 Every action logged · Fully reversible · SOC 2 certified
🚀 Write

Write Back to SAP HANA via AI

AI agents can update records, trigger workflow statuses, and modify configuration data in SAP HANA based on natural language instructions — with full logging and validation.

250+ governance rules enforce naming conventions, budget limits, and KPI thresholds. SOC 2 Type II certified.

⚠️ Monitor

Monitor SAP HANA Metrics Continuously

Set AI agents to watch critical SAP HANA metrics — inventory thresholds, financial KPIs, order backlogs — and alert teams the moment conditions deviate from expected ranges.

Automated weekly reports, anomaly flagging, and budget alerts — all from a single conversation. No more morning check-ins across 5 dashboards.

Monitor prompts
"Flag ad groups over 120% budget" 3h → 1m
"Weekly report: spend, CPA, anomalies" 3h → auto
"Which creatives are fatiguing?" 2h → 30s
Alerts sent to Slack, email, or your AI agent
💡
Ideate
🚀
Launch
📈
Measure
🔍
Analyze
📝
Report
🔄
Iterate
One conversation. All six phases. Every platform.
🔄 Full Cycle

The Closed Loop: Read → Decide → Write → Monitor

AI agents can update records, trigger workflow statuses, and modify configuration data in SAP HANA based on natural language instructions — with full logging and validation.

Every phase runs through the same MCP connection. One protocol, all platforms, full governance. No switching between tools.

Challenge 1

Enterprise Data Access Is Gated by IT

THE PROBLEM

Business teams needing data from SAP HANA must submit IT requests and wait days for custom reports — slowing operational decisions significantly.

HOW MCP SOLVES IT

Improvado MCP exposes SAP HANA data to AI agents directly. Business users query enterprise data in plain English, eliminating the IT reporting bottleneck.

Try asking
"Show ROAS across all 120 accounts"
Answer in seconds
All data sources, one query
Try asking
"What's my CPL in New York vs. California?"
🔍
Full detail preserved
No data loss on export
Challenge 2

Cross-Module Analysis Requires Specialists

THE PROBLEM

Correlating data across SAP modules — finance, supply chain, sales — requires specialist knowledge and custom SQL, locking insights behind technical teams.

HOW MCP SOLVES IT

AI agents with MCP access can query across SAP HANA modules in a single conversation, surfacing cross-functional insights without specialist SQL knowledge.

Challenge 3

Operational Monitoring Is Periodic, Not Continuous

THE PROBLEM

Critical operational metrics like inventory levels or order backlogs are reviewed in scheduled reports — meaning issues are discovered hours or days after they occur.

HOW MCP SOLVES IT

Improvado MCP enables AI agents to monitor SAP HANA continuously, alerting operations teams to anomalies in real time rather than at the next reporting cycle.

Try asking
"PMax vs. Search ROAS for Q1?"
⚖️
Unified data model
Compare anything side by side
Agency CEO
Portfolio health. Client risk. Revenue signals.
Media Strategist
70% strategy, not 70% ops. Auto campaign QA.
Marketing Analyst
Zero wrangling. Cross-platform. AI narratives.
Account Manager
QBR decks auto-generated. Call prep in 30s.
Creative Director
Performance-to-brief. Predict winners before spend.
👥 Teams

One Framework. Five Roles. Zero Setup.

Same MCP connection, different workflows for every team member. Agency CEOs get portfolio health. Media Strategists get campaign QA. Analysts get cross-platform reports. Account Managers get auto-generated QBR decks. Creative Directors get performance-based briefs.

Each role asks in natural language. The MCP server handles the complexity — rate limits, auth, schema normalization, governance — behind the scenes.

Frequently Asked Questions

What is SAP HANA MCP?
+

SAP HANA MCP is a connection layer built by Improvado that enables AI agents to query and act on data stored in SAP HANA — including financial, supply chain, and operational datasets — using natural language. It removes the need for SQL expertise or IT ticket workflows.

What SAP HANA data can AI agents access via MCP?
+

AI agents can access structured data from SAP HANA's in-memory tables, including financial records, inventory data, purchase orders, cost center data, and any custom schemas configured in your SAP environment. Scope is defined by your Improvado connection settings.

Does SAP HANA MCP support both SAP HANA Cloud and on-premise deployments?
+

Improvado MCP is designed to connect via SAP HANA's standard data access interfaces. Compatibility with cloud vs. on-premise deployments depends on your network configuration and SAP licensing. Contact Improvado to confirm your specific setup.

How secure is the SAP HANA MCP connection?
+

Improvado uses encrypted, credentialed connections to SAP HANA with role-based access controls. All queries and write actions are logged. Enterprise security requirements including IP whitelisting and SSO can be configured at the platform level.

Can AI agents make changes to SAP HANA data through MCP?
+

Yes, with write permissions enabled. AI agents can update records, trigger status changes, and modify planning data based on natural language instructions. All write operations are validated and logged for auditability.

How does SAP HANA MCP integrate with other data sources in Improvado?
+

SAP HANA is one of many connectors in the Improvado MCP ecosystem. Teams can combine SAP HANA operational data with marketing, CRM, or financial platforms from other systems — giving AI agents a unified view across the enterprise data stack.

What is SAP HANA MCP?
SAP HANA MCP is a connection layer built by Improvado that enables AI agents to query and act on data stored in SAP HANA — including financial, supply chain, and operational datasets — using natural language. It removes the need for SQL expertise or IT ticket workflows.
What SAP HANA data can AI agents access via MCP?
AI agents can access structured data from SAP HANA's in-memory tables, including financial records, inventory data, purchase orders, cost center data, and any custom schemas configured in your SAP environment. Scope is defined by your Improvado connection settings.
Does SAP HANA MCP support both SAP HANA Cloud and on-premise deployments?
Improvado MCP is designed to connect via SAP HANA's standard data access interfaces. Compatibility with cloud vs. on-premise deployments depends on your network configuration and SAP licensing. Contact Improvado to confirm your specific setup.
How secure is the SAP HANA MCP connection?
Improvado uses encrypted, credentialed connections to SAP HANA with role-based access controls. All queries and write actions are logged. Enterprise security requirements including IP whitelisting and SSO can be configured at the platform level.
Can AI agents make changes to SAP HANA data through MCP?
Yes, with write permissions enabled. AI agents can update records, trigger status changes, and modify planning data based on natural language instructions. All write operations are validated and logged for auditability.
How does SAP HANA MCP integrate with other data sources in Improvado?
SAP HANA is one of many connectors in the Improvado MCP ecosystem. Teams can combine SAP HANA operational data with marketing, CRM, or financial platforms from other systems — giving AI agents a unified view across the enterprise data stack.

Stop Reporting. Start Executing.

Connect your data to an AI agent in under 60 seconds. The closed loop starts with one conversation.

SOC 2 Type II
GDPR
500+ Platforms
46K+ Metrics