// EXECUTION_PIPELINE

Implementation Pipeline

Our engine handles the complexity of data movement while you focus on high-level decision logic.

PHASE_1 // 1. Zero-Copy Ingestion

Upload your multi-tab Excel file. Arcli processes the binary locally in your browser memory.

PHASE_2 // 2. Semantic Graphing

The AI maps foreign-key relationships between your sheets automatically (e.g., linking "Orders" to "Customers").

PHASE_3 // 3. Conversational Extraction

Users request aggregated data natively (e.g., "Show total revenue by Region"). Flawless SQL merges the disparate sheets.

// SEMANTIC_GOVERNANCE

Cross-Sheet SQL Compilation

Main Branch
1
SELECT e.department, SUM(e.base_salary + b.bonus_amount) as total_comp FROM read_excel('HR_Data.xlsx', sheet='Employees') e JOIN read_excel('HR_Data.xlsx', sheet='Q3_Bonuses') b ON e.emp_id = b.emp_id GROUP BY 1 ORDER BY 2 DESC;
ROI & Impact

Engineering Total Comp
$1.2M
trend-up
AI Insight
12% > Average
neutral
// 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...