From Lakehouse to Production AI—At Unmatched Speed.
Enabling enterprises to optimize existing lakehouse ecosystems while modernizing legacy environments into scalable, AI-ready platforms. Powered by 250+ man-years of Databricks delivery and a team of 25+ certified experts, Nucleusteq designs and deploys agentic AI, Genie Spaces, Lakebase applications, and Lakeflow pipelines—tailored for industry leaders on Databricks.
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0+
Man-years of Databricks platform experience
0+
0+
Databricks Certified Engineers on staff
0X
0X
Faster legacy-to-Lakehouse migration with proprietary frameworks
$0M+
$0M+
Business value delivered on Databricks
Agent Bricks & Agentic AI
Genie Spaces & AI/BI
Lakebase Applications
Lakeflow Pipeline Modernisation
Platform FinOps & Cost Control
Clean Rooms & Delta Sharing
Unity Catalog Governance
HIPAA · GxP · GDPR
From Lakehouse to Production AI—At Unmatched Speed.
Enabling enterprises to optimize existing lakehouse ecosystems while modernizing legacy environments into scalable, AI-ready platforms. Powered by 250+ man-years of Databricks delivery and a team of 25+ certified experts, Nucleusteq designs and deploys agentic AI, Genie Spaces, Lakebase applications, and Lakeflow pipelines—tailored for industry leaders on Databricks.
0+
0+
Man-years of Databricks platform experience
0+
0+
Databricks Certified Engineers on staff
0X
0X
Faster legacy-to-Lakehouse migration with proprietary frameworks
$0M+
$0M+
Business value delivered on Databricks
Agent Bricks & Agentic AI
Genie Spaces & AI/BI
Lakebase Applications
Lakeflow Pipeline Modernisation
Platform FinOps & Cost Control
Clean Rooms & Delta Sharing
Unity Catalog Governance
HIPAA · GxP · GDPR
From Lakehouse to Production AI—At Unmatched Speed.
Enabling enterprises to optimize existing lakehouse ecosystems while modernizing legacy environments into scalable, AI-ready platforms. Powered by 250+ man-years of Databricks delivery and a team of 25+ certified experts, Nucleusteq designs and deploys agentic AI, Genie Spaces, Lakebase applications, and Lakeflow pipelines—tailored for industry leaders on Databricks.
0+
0+
Client Satisfaction Rate
0+
0+
Client Satisfaction Rate
0X
0X
Faster legacy-to-Lakehouse migration with proprietary frameworks
0M+
0M+
Business value delivered on Databricks
Agent Bricks & Agentic AI
Genie Spaces & AI/BI
Lakebase Applications
Lakeflow Pipeline Modernisation
Platform FinOps & Cost Control
Clean Rooms & Delta Sharing
Unity Catalog Governance
HIPAA · GxP · GDPR
From legacy systems to Lakehouse—60X faster, powered by NucleusTeq frameworks.
60X faster than traditional migration approaches
Nucleusteq’s proprietary migration frameworks don’t just move data—they compress transformation timelines. By automating ingestion, transformation, and schema conversion, we reduce migrations that typically take months into production-ready outcomes in weeks.
We seamlessly modernize data ecosystems across:
Teradata and Hadoop environments
Legacy ETL systems
On-premise data warehouses
Cloud data platforms
We seamlessly modernize data ecosystems across:
Teradata and Hadoop environments
Legacy ETL systems
On-premise data warehouses
Cloud data platforms
Every migration is engineered as a future-ready foundation, not a lift-and-shift:
Unity Catalog onboarding for centralized governance
Delta Lake conversion for reliability and performance
Photon-optimized pipelines for maximum speed and efficiency
Every migration is engineered as a future-ready foundation, not a lift-and-shift:
Unity Catalog onboarding for centralized governance
Delta Lake conversion for reliability and performance
Photon-optimized pipelines for maximum speed and efficiency
All delivered with end-to-end compliance traceability, supporting regulated environments including HIPAA, GxP, and GDPR.
The result?
Not just a successful migration—but a fully modernized, governed, and AI-ready data ecosystem from day one
Where enterprises already on Databricks are investing next
The platform consolidation phase is over. 10,000+ enterprises are live on Unity Catalog. What's happening now is the next wave: moving AI from experimentation into production, replacing fragmented tools with Lakehouse-native applications, and squeezing platform ROI through FinOps discipline. NucleusTeq is positioned across every one of these motions.
Agentic AI on Enterprise Data
Agent Bricks: describe a task, connect your data, get a production-grade domain agent
Retail: pricing intelligence agents, supplier PDF extraction, demand forecasting agents
BFSI: automated claims adjudication, regulatory chat tools, fraud scoring agents
MLflow 3 + AI Gateway: govern every model and agent across the full lifecycle
MCP catalog: discover, permission, and audit every tool integration in one place
Agentic AI on Enterprise Data
Agent Bricks: describe a task, connect your data, get a production-grade domain agent
Retail: pricing intelligence agents, supplier PDF extraction, demand forecasting agents
BFSI: automated claims adjudication, regulatory chat tools, fraud scoring agents
MLflow 3 + AI Gateway: govern every model and agent across the full lifecycle
MCP catalog: discover, permission, and audit every tool integration in one place
Lakebase — Operational AI Applications
AI agents that write state back into the Lakehouse — not just read from it
Fortune 100 retailer: unified DC + warehouse + store inventory on Lakebase with real-time Databricks Apps decision layer
Legacy PostgreSQL lift-and-shift directly onto the Databricks platform
Powers Databricks Apps: interactive, user-facing workflows built on governed data
Lakebase — Operational AI Applications
AI agents that write state back into the Lakehouse — not just read from it
Fortune 100 retailer: unified DC + warehouse + store inventory on Lakebase with real-time Databricks Apps decision layer
Legacy PostgreSQL lift-and-shift directly onto the Databricks platform
Powers Databricks Apps: interactive, user-facing workflows built on governed data
Genie Spaces & AI/BI at Scale
Semantic layer setup: curated tables, metric views, business term definitions
Genie integrated into Slack, Teams, and embedded in external apps via OAuth
Databricks One: single NL interface for all business users across all Genie Spaces
Genie Code: AI data engineering agent that reasons about lineage, schemas, and pipelines
Genie Spaces & AI/BI at Scale
Semantic layer setup: curated tables, metric views, business term definitions
Genie integrated into Slack, Teams, and embedded in external apps via OAuth
Databricks One: single NL interface for all business users across all Genie Spaces
Genie Code: AI data engineering agent that reasons about lineage, schemas, and pipelines
Platform FinOps & Cost Optimisation
System Tables dashboards: per-team cost tracking, anomaly detection, usage trends
Cluster policy and pool governance: prevent cost overruns across data engineering orgs
Serverless compute migration: eliminate always-on cluster costs
Photon and SQL Warehouse tuning: query performance at lower DBU cost
Platform FinOps & Cost Optimisation
System Tables dashboards: per-team cost tracking, anomaly detection, usage trends
Cluster policy and pool governance: prevent cost overruns across data engineering orgs
Serverless compute migration: eliminate always-on cluster costs
Photon and SQL Warehouse tuning: query performance at lower DBU cost
Lakeflow Pipeline Modernisation
Legacy ETL-to-DLT conversion: batch and streaming pipeline migration
Lakeflow Connect: no-code ingestion from SaaS and database sources
Lakeflow Spark Declarative Pipelines: SQL and Python pipeline authoring at scale
Pipeline observability: lineage, quality monitoring, and failure alerting
Lakeflow Pipeline Modernisation
Legacy ETL-to-DLT conversion: batch and streaming pipeline migration
Lakeflow Connect: no-code ingestion from SaaS and database sources
Lakeflow Spark Declarative Pipelines: SQL and Python pipeline authoring at scale
Pipeline observability: lineage, quality monitoring, and failure alerting
Governed Data Sharing Industry Advantage
BFSI: shared fraud scoring without exchanging customer records
Retailer + CPG: joint campaign analytics on anonymised data
Helathcare: HIPAA-compliant outcome analytics with output tables only
Supplier portals via Delta Sharing: governed live data access, no replication
Governed Data Sharing Industry Advantage
BFSI: shared fraud scoring without exchanging customer records
Retailer + CPG: joint campaign analytics on anonymised data
Helathcare: HIPAA-compliant outcome analytics with output tables only
Supplier portals via Delta Sharing: governed live data access, no replication
What this means for your customers already on Databricks
For enterprises already on Databricks and using Unity Catalog, the focus shifts from migration to getting more value from the platform. The goal is no longer adoption, but maximizing ROI from existing data and AI investments. With 250+ man-years of Databricks experience, Nucleusteq works directly within your existing environment to quickly identify high-impact opportunities across Agentic AI use cases, Genie Spaces, Lakebase applications, and FinOps optimization. Using our proven frameworks and accelerators, we reduce what typically takes months of exploration and delivery into weeks of execution, helping enterprises move faster from data infrastructure to real business outcomes.
For enterprises already on Databricks and using Unity Catalog, the focus shifts from migration to getting more value from the platform. The goal is no longer adoption, but maximizing ROI from existing data and AI investments. With 250+ man-years of Databricks experience, Nucleusteq works directly within your existing environment to quickly identify high-impact opportunities across Agentic AI use cases, Genie Spaces, Lakebase applications, and FinOps optimization. Using our proven frameworks and accelerators, we reduce what typically takes months of exploration and delivery into weeks of execution, helping enterprises move faster from data infrastructure to real business outcomes.
Enterprise-grade governance, built in—not bolted on.
Automatic PII Masking
Policy-driven PII detection and masking utilities based on asset tags — across all data products without manual tagging overhead.
Automatic PII Masking
Policy-driven PII detection and masking utilities based on asset tags — across all data products without manual tagging overhead.
Policy-based Access Controls
Fine-grained row and column-level permissions through Unity Catalog, enforced consistently across notebooks, SQL, and API access patterns.
Policy-based Access Controls
Fine-grained row and column-level permissions through Unity Catalog, enforced consistently across notebooks, SQL, and API access patterns.
Cluster Policies & Pools
Centrally managed cluster configurations that enforce security boundaries and resource guardrails — preventing cost overruns and governance drift.
Cluster Policies & Pools
Centrally managed cluster configurations that enforce security boundaries and resource guardrails — preventing cost overruns and governance drift.
System Tables for Audit & Observability
Real-time cost tracking, lineage observability, and audit analytics using Databricks System Tables — providing the evidence trail required for HIPAA, GxP, and GDPR audits.
System Tables for Audit & Observability
Real-time cost tracking, lineage observability, and audit analytics using Databricks System Tables — providing the evidence trail required for HIPAA, GxP, and GDPR audits.
Data Quality & Lineage
Automated data quality validation at ingestion and transformation layers, with full lineage tracking from source to consumption.
Data Quality & Lineage
Automated data quality validation at ingestion and transformation layers, with full lineage tracking from source to consumption.
Proprietary Accelerators
Frameworks that make us faster than any standard SI
Our accelerator suite spans the full delivery lifecycle — from first ingestion to ongoing governance. Built on years of enterprise Databricks delivery across regulated industries.
Batch Ingestion Framework — configurable, metadata-driven pipeline bootstrapping
Data Quality Validation Framework — automated expectation enforcement at scale
TransformX — automated SQL and ETL code conversion for Spark-native pipelines
TransformX — automated SQL and ETL code conversion for Spark-native pipelines
Migration Assessment Toolkit — automated source platform scanning and complexity scoring
HIPAA Compliant
GxP Ready
GDPR Aligned
SOC 2 Aligned
25+ certified engineers. One unified team.
Domain
Technologies & Capabilities
Depth
Depth
Governance & Security
Production
Governance & Security
Production
Governance & Security
Production
Data Engineering
Production
Data Engineering
Production
Data Engineering
Production
AI/BI & Analytics
Production
AI/BI & Analytics
Production
AI/BI & Analytics
Production
ML & AI
Production
ML & AI
Production
ML & AI
Production
Innovation
Active
Innovation
Active
Innovation
Active
Big Data & Spark
Production
Big Data & Spark
Production
Big Data & Spark
Production
Compliance
Production
Compliance
Production
Compliance
Production
Migration & Deployment
Production
Migration & Deployment
Production
Migration & Deployment
Production
Data Strategy & Modernization
Production
Data Strategy & Modernization
Production
Data Strategy & Modernization
Production
Governance & Security Setup
Production
Governance & Security Setup
Production
Governance & Security Setup
Production
Deep sector expertise where data complexity is highest
01 — Retail & Consumer
Retail & E-commerce
Unified Customer 360 platforms, real-time personalization engines, and demand forecasting models — built on Lakehouse Architecture and powered by Feature Store and MLflow.
Customer 360 and behavioral analytics
AI-driven personalization & recommendations
Demand forecasting & inventory optimization
Real-time event streaming pipelinesics
01 — Retail & Consumer
Retail & E-commerce
Unified Customer 360 platforms, real-time personalization engines, and demand forecasting models — built on Lakehouse Architecture and powered by Feature Store and MLflow.
Customer 360 and behavioral analytics
AI-driven personalization & recommendations
Demand forecasting & inventory optimization
Real-time event streaming pipelinesics
02 — Banking & Financial Services
BFSI & Insurance
Risk analytics, fraud detection, and regulatory reporting platforms built with governance-first Lakehouse Architecture — compliant with GDPR, HIPAA, and audit requirements from day one.
Real-time fraud detection models
Risk analytics & regulatory reporting
Policy-based data governance & audit lineage
Customer analytics & segment intelligence
02 — Banking & Financial Services
BFSI & Insurance
Risk analytics, fraud detection, and regulatory reporting platforms built with governance-first Lakehouse Architecture — compliant with GDPR, HIPAA, and audit requirements from day one.
Real-time fraud detection models
Risk analytics & regulatory reporting
Policy-based data governance & audit lineage
Customer analytics & segment intelligence
03 — Healthcare & Life Sciences
Healthcare & Life Sciences
GxP-compliant data platforms, clinical data interoperability, and AI-driven patient outcome analytics — designed for regulated environments with full audit traceability.
GxP and HIPAA-compliant data platforms
Clinical data interoperability
Predictive patient outcome analytics
System Tables for audit trail management
03 — Healthcare & Life Sciences
Healthcare & Life Sciences
GxP-compliant data platforms, clinical data interoperability, and AI-driven patient outcome analytics — designed for regulated environments with full audit traceability.
GxP and HIPAA-compliant data platforms
Clinical data interoperability
Predictive patient outcome analytics
System Tables for audit trail management
04 — Technology & SaaS
Technology & SaaS
Scalable product analytics, usage intelligence platforms, and AI feature backends — leveraging Databricks Apps, Lakehouse Federation, and Delta Sharing for cross-platform data collaboration.
Product & usage analytics platforms
Cross-platform data sharing via Delta Sharing
AI feature backends with MLflow
Databricks Apps for internal tooling
04 — Technology & SaaS
Technology & SaaS
Scalable product analytics, usage intelligence platforms, and AI feature backends — leveraging Databricks Apps, Lakehouse Federation, and Delta Sharing for cross-platform data collaboration.
Product & usage analytics platforms
Cross-platform data sharing via Delta Sharing
AI feature backends with MLflow
Databricks Apps for internal tooling
Start your migration
Ready to move faster on Databricks?
Ready to move faster on Databricks?
Whether you are beginning your Databricks journey, mid-migration, or looking to unlock Unity Catalog, AI/BI, and Genie Spaces — NucleusTeq's certified engineers are ready to accelerate your path.
Whether you are beginning your Databricks journey, mid-migration, or looking to unlock Unity Catalog, AI/BI, and Genie Spaces — NucleusTeq's certified engineers are ready to accelerate your path.
Free migration readiness assessment — understand your complexity before committing
Unity Catalog migration scoping — table counts, permission audit, timeline estimate
AI/BI and Genie Spaces proof of concept — up and running in days, not months
Compliance review — HIPAA, GxP, and GDPR readiness check for your target architecture
Contact us to learn how NucleusTeq and Databricks can accelerate your data transformation.
Contact us to learn how NucleusTeq and Databricks can accelerate your data transformation.
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Delivering measurable AI-driven results for Fortune 1000 organizations globally.
Built on SOC 2–Aligned Security Controls to Protect Enterprise Data
© 2026 NucleusTeq. All rights reserved.
Subscribe to our Newsletter
Delivering measurable AI-driven results for Fortune 1000 organizations globally.
Built on SOC 2–Aligned Security Controls to Protect Enterprise Data
© 2026 NucleusTeq. All rights reserved.
Subscribe to our Newsletter
Delivering measurable AI-driven results for Fortune 1000 organizations globally.
Built on SOC 2–Aligned Security Controls to Protect Enterprise Data
© 2026 NucleusTeq. All rights reserved.
Subscribe to our Newsletter
Delivering measurable AI-driven results for Fortune 1000 organizations globally.
Built on SOC 2–Aligned Security Controls to Protect Enterprise Data
© 2026 NucleusTeq. All rights reserved.