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From Data Overload to Prescriptive Insights

Unlock Your Competitive Edge with Actionable Business Intelligence

We empower your business to move from raw data to proactive decisions. Our expertise covers the entire modern data stack, ensuring that every team, from HR to Operations, has the valuable insights necessary to drive measurable business outcomes.

analytics & bi

The Full Data Lifecycle

Strategy, Implementation & Insights

Analytics and Business Intelligence encompasses the entire data lifecycle—from ingestion and storage to advanced analysis and visualization. iAppSys provides end-to-end expertise to build a modern data foundation that scales with your growth, integrating best-in-class solutions from Oracle, Microsoft, Google, AWS, and modern ISVs to ensure your teams have secure, real-time access to the metrics that truly matter.

Comprehensive Technical Mastery

Deep Expertise Across the Analytics Value Chain

We bridge the gap between Data Engineering, Data Science, and Business Analysis by providing certified expertise across the entire technology stack, from data ingestion to final reporting.

storage

Performant Data Lake Architecture

We architect scalable platforms on leaders like Databricks and Snowflake, alongside native cloud Data Lake solutions. We unify structured and unstructured data, enabling concurrent workloads for analytics.

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Enterprise BI & Semantic Models

We specialize in large-scale Power BI and Tableau implementations, focusing on developing semantic models. Our expertise extends to OAC, Looker, and Apache Superset for seamless multi-cloud reporting.

memory

Robust AI/ML Engineering & Ops

In addition to native cloud services, we also utilize Databricks MLflow and H2O.ai to build, track, and deploy models. We ensure production-class monitoring, versioning, and continuous retraining for reliable intelligence.

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High-Velocity Data Streaming

Implementing low-latency data streams using Kafka, Kinesis, or cloud-native services provides operational teams with real-time dashboards and instant feedback loops.

insights

Analytics-Driven Transformation

Applying software engineering rigor to data modeling, we ensure reliable, tested, and idempotent transformations, creating a single source of truth for all business metrics.

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Governance, Quality & Compliance

To establish automated quality assurance and data observability, we implement centralized cataloging, discovery and tracking, crucial for compliance and traceability.

Enterprise Marchitecture Overview

Modern Data Analytics & BI Ecosystem

Data Generation & Ingestion

Storage, Catalog & Governance

Transformation, Modeling & AI

Consumption & Action

Data Generation & Ingestion

APIs & Data Sources

storage

OLTP / ERP Systems

Salesforce
CRM

Google
Analytics

Marketo /
HubSpot

Shopify /
Stripe

assignment

Web/App
Logs

ETL/ELT

Fivetran
(SaaS)

Airbyte
(OSS/Cloud)

Matillion
 

AWS Glue
ETL

Azure Data
Factory

GCP Data
Fusion

Streaming & Processing

Apache Kafka /
MSK

AWS
Kinesis

GCP
Pub/Sub

GCP
Dataflow

Azure Stream
Analytics

Storage, Catalog & Governance

Data Lake & Lakehouse

AWS S3 / Lake
Formation

Azure ADLS
Gen2

GCP Cloud
Storage

Databricks

Delta / Iceberg /
Hudi

OCI Object
Storage

Cloud Data Warehouse

Snowflake
 

GCP
BigQuery

AWS
Redshift

OCI
HeatWave

Azure
Synapse

Azure Data
Explorer

Governance & Quality

Collibra
 

Alation
 

Azure
Purview

GCP
Dataplex

Great
Expectations

Transformation, Modeling & AI

Transformation & Orchestration

dbt

Alteryx
Designer

Spark /
Pandas

Apache
Airflow

Dagster
 

MLOps & Modeling

AWS
Sagemaker

GCP
Vertex AI

Azure ML
Studio

MLflow
 

Hugging
Face

Weights &
Biases

Vector Stores

Pinecone
 

Redis
 

Chroma
DB

PGVector /
PostgreSQL

Weaviate
 

AWS
OpenSearch

Consumption & Action

BI, Visualization & Reporting

Tableau
 

Power BI
 

Looker
 

ThoughtSpot
 

Qlik
Sense

MicroStrategy
 

GenAI Applications

smart_toy

RAG
Chatbots

description

Content
Generation

auto_awesome

Custom AI
Apps

OpenAI
API

Gemini
API

image

Text-to-Image
Models

CDP & Reverse ETL

Hightouch /
Census

Segment
 

PagerDuty /
Slack

Braze /
Marketo

IT & Operations Focus

Pipeline Reliability, Security & Cloud Orchestration

For IT staff, DBAs, and DevOps, pipeline stability and security are paramount. We deploy solutions that prioritize infrastructure-as-code (IaC) principles, robust monitoring, and efficient resource utilization, ensuring predictable and cost-effective data service delivery.

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Orchestration & Scheduling

Implementing and managing complex Directed Acyclic Graphs using tools like Apache Airflow or cloud-native schedulers. We guarantee end-to-end pipeline reliability and timely SLA compliance.

lock

Architecture for Data Access

We enforce row-level security to manage access control policies, and ensure encryption-in-transit/at-rest for all data. This secures sensitive information for regulatory demands, including HIPAA and GDPR.

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Monitoring & Observability

Deployment of data observability frameworks and techniques that proactively detect data drift, schema changes, and completeness anomalies before they impact published data in dashboards and reports.

Realizing Value Across Every Industry

Our solutions are designed to address the specific data challenges of leading industries, delivering measurable ROI and long-term analytical maturity.

Retail & E-Commerce

AI-Optimized Inventory & Forecasting

Challenge

High carrying costs due to stock-outs and overstocking from siloed, slow data.

Solution

Implemented Predictive Analytics (using H2O.ai and Databricks for model management) over a Snowflake data warehouse, resulting in 25% reduction in stock-outs and 18% lower excess inventory costs.

Healthcare & Pharma

Enhancing Patient Care Efficiency

Challenge

Inaccurate tracking of patient throughput times leading to long wait times and inefficient resource allocation.

Solution

Developed a real-time analytics platform integrating EHR data, displayed via highly-optimized Power BI dashboards, resulting in a 15% reduction in average patient wait times.

Financial Services

Strengthening Risk & Compliance

Challenge

Fragmented customer and transaction data made complex regulatory reporting time-consuming and prone to audit errors.

Solution

Deployed a secure Data Warehouse with a Data Governance layer and utilized Oracle Analytics Cloud (OAC)  for automated, auditable regulatory reports, drastically reducing compliance risk.

The Business Case for Data-Driven Investment

The competitive landscape demands businesses evolve from intuition-based decisions to fact-based strategies. Companies leveraging data consistently outperform their peers in market share and profitability.

Average ROI Multiplier
1 x

Average multiplier realized by companies that make data-driven decisions vs. those that don’t.

Source: MIT Sloan

Believe Analytics is Essential
40 %

Global organizations that believe data analytics is essential to their digital transformation efforts.

Source: Gartner

Average Annual Revenue Benefit
$ 5 M

Average annual revenue achieved by organizations that extensively utilize BI and analytics platforms.

Source: Forrester

Transform Data into a Powerful Strategic Asset

Start Your Data-Driven Journey

Our experts are ready to design a scalable, secure, and future-proof data strategy that leverages high-performance platforms like Databricks, state-of-the-art BI from Power BI, and advanced AI/ML with H2O.ai to accelerate insight delivery and drive tangible business outcomes.

Request a Data Strategy Consultation

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