🔐 Data Governance · Data Governance · SAP
SAP SU24/SU25 Authorizations Enforced on BigQuery: Natural-Language Data Access with a SOX Audit Trail
Intelligent Data Access Gate — $401K Saved Year 1 at 1,675% ROI
CLU Gate Agent enforces SAP SU24/SU25 permissions on BigQuery in real time — natural language queries, fail-closed security, SOX-ready audit trail.
Solution design · numbers modeled on the operation described
We had 300+ users waiting 2 to 5 days for data they technically had rights to access — but our SAP authorization model wasn't connected to BigQuery at all. The compliance exposure kept us up at night.
// the problem
300+ business users generate 80–150 data tickets per month, funneled through only 11 IT analysts consuming 18–27% of total IT capacity. Every data request takes 2 to 5 days, paralyzing decision-making across Sales, Materials, and Finance. BigQuery access entirely bypasses SAP's SU24/SU25 authorization model — users can see data their SAP role explicitly forbids, creating direct SOX audit exposure. Manual RLS replication would cost $425,950 in Year 1 with $264K/year in ongoing maintenance and permanent role drift risk. The false choice: block BigQuery entirely and kill data democratization, or leave it open and accept regulatory and financial risk.
// what CLU does
The CLU Gate Agent sits as a middleware orchestration layer between business users and BigQuery. It reads SAP SU24/SU25 authorization rules in real time via a read-only API — zero modifications to SAP Core, no transports, no code changes. Business users query in natural language; the agent translates to SQL and injects restrictive WHERE clauses enforcing the user's exact SAP permissions before any query reaches BigQuery. Fail-closed by design: if SAP rules don't validate the query, the gate does not open — default deny, never default allow. Every query generates an immutable audit log entry with who, what, how, and when for SOX compliance. Deploys in 8 weeks with a modular rollout: SD → MM → FI → Cross-Module.
// the agents, in order
- 1Gate AgentReceives natural language query from business user — parses data intent and target dataset, initiates real-time authorization check against SAP
- 2SAP Auth ReaderFetches SU24/SU25 authorization rules for the requesting user via read-only SAP API — no SAP Core modifications, no transports, no code changes
- 3SQL TranslatorConverts natural language query to SQL and injects restrictive WHERE clauses enforcing the user's exact SAP permissions before query reaches BigQuery
- 4Security GateValidates translated query against SAP rules — fails closed if permissions don't match. Default deny, never default allow. Zero trust by design
- 5BigQuery ExecutorRuns filtered SQL query against BigQuery — returns only data the user is authorized to see per their active SAP role assignment
- 6Audit LoggerWrites immutable log entry (user ID, SQL generated, SU24/25 filter applied, timestamp) to SOX compliance dashboard in milliseconds
// systems it talks to
- SAP SU24/SU25 API
- BigQuery
- NL→SQL Engine
- SOX Audit Dashboard
- CLU Gate Agent
- MCP-Lite Orchestrator
// the economics
$401K Year 1 savings · $246K/year recurring from Year 2 · 8-week modular rollout
// CLU · the agent factory
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