Automated Visualization_ARCHITECTURE

Dashboards Built at the Speed of Thought

Stop dragging and dropping charts. Describe your reporting goals, and our AI automatically constructs beautiful, interactive dashboards connected to your live data.

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The End of Manual Configuration
The era of manually mapping X and Y axes is over. Your semantic intent should determine the visual layout automatically. With Arcli's **AI Dashboard Builder**, you simply type 'Build a marketing health dashboard.' The engine infers the required KPIs, writes the **live dashboard** SQL, selects the optimal **automated visualization** formats, and deploys a **self-serve BI** asset instantly.
// STRATEGIC_SCENARIO

Deep Data Retrieval

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

Automated KPI Generation

AI infers required metrics from a general intent string ('marketing health').

THE EXECUTIVE FILTER (ROI)

Provides immediate visual context for operations managers.

  • Fully optimized for PostgreSQL constraints.
  • Bypasses semantic layer hallucinations via strict schema grounding.
PostgreSQL_COMPILE
SELECT campaign, COUNT(lead_id) as conversions FROM marketing.events GROUP BY campaign;
// STRATEGIC_SCENARIO

Deep Data Retrieval

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

Automating Complex Visual Aggregations: CAC

To build a dashboard, the AI must first write perfect data extraction queries. Here is how Arcli automatically calculates CAC for a marketing dashboard generation request.

THE EXECUTIVE FILTER (ROI)

Replaces weeks of submitting tickets, designing layouts, and QAing aggregations. Dashboards are ephemeral and cheap to generate.

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

-- AI Generated: Dashboard Component (Customer Acquisition Cost)
SELECT 
    campaign_name, 
    SUM(spend) AS total_spend, 
    SUM(spend) / NULLIF(COUNT(DISTINCT lead_id), 0) AS customer_acquisition_cost 
FROM marketing.ad_performance 
WHERE date >= CURRENT_DATE - INTERVAL '7 days' 
GROUP BY 1
ORDER BY customer_acquisition_cost ASC;
// COMPETITIVE_ANALYSIS

The Competitive Edge

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

Select Chart Type

LEGACY_APPROACH

Manual Selection

ARCLI_ADVANTAGE

AI Inferred

Map Axes & Groupings

LEGACY_APPROACH

Manual Configuration

ARCLI_ADVANTAGE

AI Inferred

Update Parameters

LEGACY_APPROACH

Click through nested menus

ARCLI_ADVANTAGE

Natural Language Prompt

Drill-Down

LEGACY_APPROACH

Pre-configured drill paths only

ARCLI_ADVANTAGE

Conversational Follow-up

// STRATEGIC_DEPLOYMENT

Strategic Deployment

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

End the 'Dead-End' Dashboard

Unlike static BI images, every chart generated by Arcli is conversational. Spot an anomaly? Click it and ask a follow-up question to drill down to the row-level data immediately.

Frictionless External Sharing

Publish dashboards via read-only secure links or iframes to share live metrics with investors or clients, protected by password gating and automated expirations.

// DOCUMENTATION

Expert Insights

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

Can I manually edit the dashboard after the AI builds it?
Absolutely. The platform provides a perfect starting baseline, but you retain full control to drag, drop, tweak the chart types, and edit the underlying SQL.
Do viewers of the dashboard need a paid license?
No. You can securely share read-only dashboard links with internal stakeholders or external clients without requiring them to have authoring licenses.