Narrative Intelligence_ARCHITECTURE

Stop Wasting Mondays Writing Reports

Arcli replaces manual reporting by automatically translating your data into plain-English executive summaries that your entire team can understand and act upon instantly.

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Data Storytelling Without the Fiction
Generic LLMs fabricate numbers. Arcli's **automated executive reporting** engine is fundamentally different. It operates purely as a translation layer, reading the hard math returned by your database and converting it to text. This allows for automated **root cause analysis AI** that isolates the exact variable causing a metric to drop. Deliver perfect **AI BI summaries** and **automated board reports** that are mathematically verifiable.
// STRATEGIC_SCENARIO

Deep Data Retrieval

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

Root Cause Variance Query Generation

Behind the scenes, the AI doesn't just look at the top-line number; it writes complex grouping queries to find the hidden anomaly.

THE EXECUTIVE FILTER (ROI)

Moves the conversation from 'What happened?' directly to 'What should we do about it?'

  • Fully optimized for sql constraints.
  • Bypasses semantic layer hallucinations via strict schema grounding.
sql_COMPILE

-- AI Generated: Root Cause Variance Isolation
WITH current_week AS (
    SELECT region, SUM(revenue) as rev FROM sales WHERE date >= CURRENT_DATE - 7 GROUP BY 1
),
previous_week AS (
    SELECT region, SUM(revenue) as rev FROM sales WHERE date >= CURRENT_DATE - 14 AND date < CURRENT_DATE - 7 GROUP BY 1
)
SELECT 
    c.region, c.rev as current_rev, p.rev as prev_rev, 
    (c.rev - p.rev) as variance,
    ((c.rev - p.rev) / NULLIF(p.rev, 0)) * 100 as percent_change
FROM current_week c JOIN previous_week p ON c.region = p.region
ORDER BY variance ASC LIMIT 1; -- Finds the biggest drop
// COMPETITIVE_ANALYSIS

The Competitive Edge

Why the world's most aggressive teams are migrating from legacy stacks to Arcli's unified engine.

Data Gathering

LEGACY_APPROACH

Download CSVs from 4 tools

ARCLI_ADVANTAGE

Continuous live connection

Drafting

LEGACY_APPROACH

2-3 Hours typing in Word

ARCLI_ADVANTAGE

Seconds (AI Authored)

Verification

LEGACY_APPROACH

Hope the VLOOKUP is right

ARCLI_ADVANTAGE

Click any number to see SQL

// STRATEGIC_DEPLOYMENT

Strategic Deployment

Real-world orchestration patterns deployed by our top enterprise partners.

Technical to Executive Translation

Generate a highly technical summary of a server log for engineering, and instantly rewrite that exact same data point into a financial impact summary for the CFO.

Instant Root Cause Analysis

If top-line revenue dips, the system dynamically analyzes underlying segments to tell you exactly which region, product line, or sales rep caused it.

// DOCUMENTATION

Expert Insights

Everything you need to know about implementing Arcli's engine into your stack.