Enterprise Data & AI Engineering

Building Enterprise Data & AI Platforms for Modern Organizations

KelData designs enterprise-scale data platforms, modern analytics ecosystems, AI applications, cloud-native infrastructure, intelligent automation, and governed data products that transform complex data into trusted business intelligence.

ENTERPRISE INTELLIGENCE / ARCHITECTURE

Enterprise sources

ERP • CRM • Cloud • IoT

Data ingestion

Streams • APIs • Events

Modern lakehouse

Governed data products

AI & analytics

Semantic layer • Business apps

Measured business impact

Platforms designed to produce durable outcomes.

KelData engineering translates platform investment into operating leverage, trusted intelligence, and scalable automation.

$9M+

Business value generated

855+

Retail locations enabled

2M+

Customer enrollments automated

Enterprise

AI & Data Platforms

Featured Platforms

Engineering Platforms

Discover the enterprise platforms that demonstrate how KelData designs modern data ecosystems, AI applications, cloud-native architectures, and governed analytics solutions.

Enterprise Analytics Platform

GridMetrics Analytics Platform

Governed Analytics at Scale

A modern analytics platform built on Medallion Architecture, Unity Catalog, dbt, and governed semantic models for trusted business intelligence and executive reporting.

Databricks • Delta Lake • dbt • Unity Catalog • PySpark

Bronze • Silver • Gold • Semantic Layer • Executive Dashboards

Enterprise AI Platform

Atlas AI Platform

Enterprise AI Orchestration

A secure enterprise AI platform that centralizes organizational knowledge, orchestrates intelligent workflows, and delivers AI-powered experiences through retrieval and agentic architecture.

Python • FastAPI • LangGraph • LLMs • Vector Search

Enterprise Knowledge • Vector Search • AI Agents • APIs • Intelligent Workflows

Enterprise Data Platform

Unified Lakehouse Platform

The Foundation for Modern Data

A cloud-native lakehouse platform demonstrating open table formats, governance, interoperability, and scalable analytics across distributed data systems.

Apache Iceberg • Trino • Kafka • StarRocks • Redshift

Ingestion • Lakehouse Storage • Governance • Compute Engines • Enterprise Analytics

Semantic Data & AI Platform

Semantic AI Platform

Trusted Data for Intelligent Decisions

A governed analytics and AI platform connecting semantic models, certified data products, Unity Catalog governance, and AI-ready enterprise data.

Databricks • dbt • Unity Catalog • Delta Lake • Airflow

Governed Data Products • Semantic Layer • AI Applications • BI • Enterprise Decisions

Why KelData

Building trusted enterprise platforms that transform data into intelligent business systems.

Design for Scale

Every platform is designed to support enterprise growth through cloud-native architecture, modular engineering, automation, and resilient data foundations.

Governance by Design

Governance, security, lineage, quality, and trust are built into every platform from the beginning—not added later.

AI-Ready Foundations

Modern AI requires trusted, well-modeled, governed data. We build platforms that prepare organizations for analytics, machine learning, and enterprise AI.

Engineering First

We focus on building durable technology platforms, reusable architecture, and long-term engineering solutions rather than short-term implementations.

“We believe modern organizations don’t need more dashboards—they need trusted platforms that transform data into intelligence.”

Technology Ecosystem

Technology Ecosystem

Modern technologies, cloud platforms, and engineering frameworks used to build secure, scalable, and AI-ready enterprise systems.

Cloud Platforms

Building secure, scalable, cloud-native enterprise solutions.


Google Cloud · AWS · Microsoft Azure

Data Platforms

Modern data platforms powering analytics, governance, and AI.


Databricks · Snowflake · BigQuery · Redshift · Delta Lake · Apache Iceberg

Data Engineering

Building reliable pipelines, trusted data products, and governed analytics.


dbt · Apache Spark · PySpark · Airflow · Kafka · SQL · Python

Artificial Intelligence

Enterprise AI platforms, LLM applications, retrieval systems, and intelligent automation.


OpenAI · Claude · LangChain · LangGraph · Vertex AI · Bedrock

Infrastructure & DevOps

Modern engineering practices for secure, automated deployments.


Docker · Kubernetes · Terraform · GitHub Actions · GitLab CI/CD · Cloud Run · FastAPI

Governance & Observability

Trusted enterprise data through governance, quality, monitoring, and security.


Unity Catalog · Data Quality · Lineage · Metadata · RBAC · ABAC · Monitoring · Logging

What we build

Core engineering capabilities for enterprise-scale intelligence.

KelData combines platform architecture, data product engineering, governance, and AI delivery into one accountable technical practice.

Enterprise data platforms

Modern foundations for governed, scalable data products and analytics.

Enterprise data platforms

Modern foundations for governed, scalable data products and analytics.

Analytics engineering

Trusted models, semantic layers, and decision-ready intelligence.

Analytics engineering

Trusted models, semantic layers, and decision-ready intelligence.

AI applications

Production AI systems designed for measurable business outcomes.

AI applications

Production AI systems designed for measurable business outcomes.

Cloud architecture

Resilient, secure infrastructure engineered for enterprise scale.

Cloud architecture

Resilient, secure infrastructure engineered for enterprise scale.

Data governance

Controls, observability, and policy built into the platform.

Data governance

Controls, observability, and policy built into the platform.

Intelligent automation

Agentic workflows that responsibly extend your operating model.

Intelligent automation

Agentic workflows that responsibly extend your operating model.

Begin with the architecture

Build the systems your next decade depends on.

Discuss the platform, data products, or AI systems your organization needs to make real progress.

KelData Labs Inc. — Enterprise Data & AI Engineering

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