From raw data to regulator-ready report, one continuous pipeline.

Six built-in skills. Each a self-contained module. Orchestrated by COGNIS into end-to-end workflows. One request. Minutes instead of analyst-days.

01

Data Ingestion

Entry point for all workflows. Accepts CSV, Excel, JSON, XML, PDF, Word, databases (MySQL, PostgreSQL, SQL Server, Oracle), REST/GraphQL/SOAP APIs, email attachments, and streaming. Format detection → parsing → schema inference → validation. Quarantine queue for failed records.

02

Data Cleaning

ISO 8601 date standardization. Currency normalization with real-time FX. Fuzzy duplicate merge (recognizes Mohammed Al Rashid = Mohammad Al-Rashid). UAE phone (+971), Emirates ID checksum, and trade license validation. Outlier flagging.

03

Data Analysis

Five categories: descriptive, trend, comparative, anomaly detection, and predictive. Vertical-aware, AML structuring patterns for banking; patient-outcome correlation and readmission risk for healthcare.

04

Data Visualization

Auto chart selection, line, bar, pie, treemap, histogram, box plot, scatter, heatmap, Sankey. Vector-based SVG/PNG output. Unified palette with accessibility-compliant contrast. Dashboard compositions with narrative flow.

05

Data Approval

Human-in-the-loop control. Multi-level approval chains, parallel approvals, conditional routing. Configurable rules: transactions above AED 100, 000 require senior RM approval. Immutable audit trail of every action.

06

Report Generation

PDF, Excel, Word, and HTML output. Auto-structures reports by audience and purpose. Maps to regulator-specific templates: CBUAE, FSRA, DFSA, RERA. Narrative generation with embedded charts and analysis tables.

Marketplace skills for deeper vertical work.

AED 500–2, 000 per skill per month, advanced AML detection, clinical trial management, property valuation, citizen service automation, contract analysis, emissions tracking. Activate and deactivate monthly; pay only for what you use.

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