FAQ Tech Insights
Data Architecture & Pipeline Solutions

The Foundation of
Reliable, Scalable Data

We build modern data architectures that ensure your business has the clean, connected, and high-quality data needed for analytics, AI, and long-term growth. From pipelines to warehouses, we transform raw data into a trusted strategic asset.

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What We Offer

End-to-End Data Engineering

From strategy to deployment—everything you need to build a modern, scalable data foundation that powers analytics and AI at enterprise scale.

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Data Architecture & Strategy

Blueprinting scalable data ecosystems tailored to your business objectives, team structure, and growth trajectory.

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ETL/ELT Pipelines

Robust, fault-tolerant pipelines for real-time and batch data processing across heterogeneous sources and destinations.

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Data Warehousing & Lakes

Cloud-native storage solutions on Snowflake, BigQuery, and Databricks optimized for fast, reliable analytical insights.

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Data Quality & Governance

Ensuring accuracy, compliance, and confidence in every dataset with automated validation, lineage tracking, and access control.

Cloud Platform Modernization

Migration and optimization on AWS, Azure, GCP, and hybrid environments to reduce costs and improve performance.

Real-Time Streaming

Event-driven architectures with Kafka, Kinesis, and Flink to deliver live data intelligence to operational systems and dashboards.

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BI & Analytics Enablement

Tableau, Power BI, and Looker implementations with semantic layers, certified datasets, and governance frameworks.

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AI/ML Data Readiness

Feature engineering, data labeling pipelines, and MLOps infrastructure to accelerate model training and deployment cycles.

Outcome

A powerful and scalable data backbone that supports analytics, AI initiatives, and operational excellence. Our clients consistently reduce data pipeline failures by 90%, accelerate time-to-insight by 5×, and cut cloud infrastructure costs by up to 40% in the first six months.

Case Studies

Data Engineering in Action

Real-world deployments that transformed how enterprises collect, process, and leverage their data assets.

📈 CPG · Analytics

AI-Powered Business Insights Platform

For a global CPG giant, we built an AI-driven “Insights on Demand” platform enabling business users across India and Indonesia to interact with harmonized sales, Nielsen, Kantar, and P&L data through a free-chat interface. Agentic AI workflows translate natural language questions into structured queries delivering contextual insights with tables, charts, and narrative explanations in under 5 seconds.

Conversational BI Data Harmonization Agentic AI NLP to SQL
AI Insights on Demand India & Indonesia Markets — Matilen ● Live Which SKUs are underperforming in West Java vs. Nielsen benchmarks? Ask ⚡ 3 SKUs underperforming vs. benchmark (West Java) SKU-A1 SKU-B3 SKU-C7 SKU-D2 Data Sources Harmonized ● Nielsen panel data Q3 2024 ● Internal sales + P&L 3yr ● Kantar household tracking <5s Insight Response Time 2 Markets (India + Indonesia) 4 Data Sources Unified Supported Queries: Trends SKU Drill P&L View Benchmarks Natural language → SQL → Insight in under 5 seconds
Live Insights Platform
🧠 CPG · Decision Intelligence

AI-Enabled Advanced Analytics & Decision Intelligence

We implemented an AI-powered data analytics solution converting large-scale consumer, sales, and marketing datasets into actionable insights. Using intelligent data modeling and automated analytical agents, the platform identifies demand patterns, promotion effectiveness, and portfolio performance drivers in real time—enabling leadership to move beyond descriptive dashboards toward predictive and prescriptive intelligence.

Predictive Analytics Demand Modeling Promo Effectiveness AI Agents
Analytics Maturity Framework Descriptive What happened? Diagnostic Why it happened? Predictive What will happen? Prescriptive What to do now? YOU ARE HERE Demand Forecast vs. Actual ━ Forecast ━━ Actual Promo ROI Analysis Summer Push — +34% ROI Back-to-School — +22% ROI Year-End — -8% (Flagged) Decision Intelligence Outcomes 3.4x Faster Decisions 42% Campaign ROI Lift 91% Forecast Accuracy 5+ Data Sources Live
Decision Intelligence Live
📊 Tableau · Reporting

Pixel-Perfect Reporting — Tableau & Snowflake

A Tableau-native framework enabling regulatory-grade, layout-perfect PDF generation with automated templates, styling, scheduling, and multi-report packaging. Paired with a Snowflake-powered reporting engine, the solution scales to thousands of compliant reports per cycle with zero manual intervention.

Tableau Automation Snowflake Pipelines PDF Generation Regulatory Reporting
Automated Reporting Pipeline Snowflake Transform Template PDF Render Distribute Regulatory Report Q3 Compliant ✓ pg 1 of 14 Batch Run — Q3 Cycle Regulatory Summary Done ✓ Branch Performance Pack Done ✓ Executive Board Deck Sending Audit Trail Logs Auto Scale & Efficiency 1000s Reports / Cycle 0 Manual Steps 100% Layout Accurate Auto Scheduled & Sent
Automated Report Generation
🔨 Tableau · DevOps

Tableau Server Content Migration Utility

A command-line automation tool that packages, transforms, and publishes Tableau content across environments—cutting manual migration effort by up to 80%. Supports workbook, datasource, and permission migrations with validation, rollback, and full audit logging for enterprise-grade reliability.

CLI Automation Content Migration Tableau Server DevOps
matilen-migrate — bash $ matilen-migrate --source DEV --target PROD ▶ Connecting to source server (DEV)... OK ▶ Authenticating to target server (PROD)... OK ▶ Scanning content: 248 workbooks, 91 datasources ▶ Validating permissions map... 12 rules resolved ✓ Workbook: Sales_Dashboard_v3 ... published ✓ Workbook: KPI_Executive_View ... published ⚠ Workbook: Legacy_Report_2019 ... skipped (deprecated) ✓ Datasource: Central_DW_Prod ... refreshed ▶ Progress: [========================] 94% (235/248) Migration Performance 80% Less Manual Effort 248 Assets Migrated Full Audit & Rollback CLI No UI Required
80% Effort Reduction

Ready to Build Your Data Foundation?

Let’s design a scalable, modern data architecture that turns your raw data into a trusted strategic asset powering AI and analytics at enterprise scale.