// SEMANTIC_GOVERNANCE

Query Latency Comparison

Main Branch
1
SELECT toStartOfHour(event_time) AS hour, countIf(event_type = 'error') FROM telemetry...
ROI & Impact

Traditional BI Over JDBC
32.4s
trend-up
Arcli ClickHouse Native
0.4s
trend-down
LIVE_TELEMETRY_TRACE

Streaming Array Unwrapping

~ query "SELECT * FROM metrics"
Total Execution1.2ms
User Prompt
---
> Count errors by nested API endpoint.
Schema Vector Match
---
> Identified `tags` as an Array(Tuple(String, String)).
Dialect Generation
---
> Injected `arrayJoin` and `argMax` combinators.

Architectural Takeaway: Arcli bypasses standard compilation for sub-millisecond execution.

// STRATEGIC_SCENARIO

Deep Data Retrieval

How Arcli grounds AI in your exact schema to generate highly-optimized, dialect-specific execution logic.

Strategic Insight

Generated analysis

THE EXECUTIVE FILTER (ROI)

Actionable intelligence derived.

  • Fully optimized for SQL constraints.
  • Bypasses semantic layer hallucinations via strict schema grounding.
SQL_COMPILE
-- Logic executing...