Databricks Case Studies - Hubcom.co Chatbot Integration

Databricks – Industry Case Studies

At Hubcom, We use Databricks to help businesses turn data into actionable intelligence for the healthcare, retail, telecom, and manufacturing industries. We offer tailored solutions that are effective and less time-consuming. With Databricks’ Lakehouse architecture, we deliver unified pipelines that blend data engineering, analytics, and AI, bringing lasting value across industries.

Case Studies Across Industries

From Healthcare to Real Estate, RPA offers intelligent solutions to address the specific challenges of every industry
Healthcare professionals analyzing data using Databricks on a tablet

Healthcare Industry

Highly scalable, low-latency, data synchronization enables the Databricks Lakehouse to bring precision medicine to reality, concentrating all important genomic, imaging, wearable, and EHR data into a single compliant and high-performance platform that is produced by Hubcom.

Solutions

  1. The FASTQ/BAM, HL7/ FHIR, and device streams can be stored in ACID tables in Delta Lake 3.0.
  2. ICU telemetry and the smartwatch are read by Structured Streaming every half-second.
  3. Photon Engine is an accelerator of cohort selection and phenotyping SQL workloads.
  4. MLflow 3 auto- retrains early-warning models of sepsis and disease progression and tracks their lifecycle.
  5. Unity Catalog provides HIPAA/GxP lineage, row and column masking, and audit trails.

Outcomes

  • Faster drug discovery and clinical research cycles.
  • Real-time patient monitoring that improves outcomes.
  • Compliance with HIPAA and GxP out of the box.
  • Scalable, copy-free analytics for multi-institution collaborations.

Telecom Industry

Hubcom enables TMT operators to make actions by workloads of petabytes of telemetry and customer data that are not segregated.

Solutions

  1. Delta Lake divides CDRs and network logs in intervals of a few seconds.
  2. Photon collects NOC KPIs to immediate health dashboards.
  3. MLflow deploys lifecycle; Mosaic AI prioritizes the followed retention offers and ad creatives.
  4. Graph analysis detects SIM-swap and click-fraud within milliseconds, in warehouse.
  5. Unity Catalog brings together the OSS/BSS, CRM & streaming data policies.

Outcomes

  • Angular customer churning on AI offers.
  • Quicker outage identification and failure.
  • Interception of fraud at the level of milliseconds.
  • Single-governed data science and DevOps workspace.
5G telecom tower infrastructure supported by Databricks data analytics
Factory workers using Databricks-powered systems on a smart production line

Manufacturing

The innovative Databricks solutions offered by Hubcom transform raw factory data into high-quality insights, enabling businesses to make predictable and informed actions for improved operational efficiency.

Solutions

  1. OPC-UA and MQTT streams merge into the Delta Lake.
  2. LSTM/Transformer models in MLflow predict the failures hours in advance.
  3. Photon-supported YOLOv8/SAM-based pipelines observe defects in almost real time.
  4. Mosaic AI-tuned simulations run on consolidated ERP, MES, and IoT data.
  5. Unity Catalog complies with ISO 9001 and safety-audit needs.

Outcomes

  • More than 10% OEE gain due to less downtime.
  • Reduced scrap through automatic inspection of quality.
  • Supply-chain visibility and wastage reduction in real-time.
  • Digital-twin-informed energy and material saving.

Retail & E-commerce

Hubcom transforms fragmented retail-data into real-time decisions, all the way to hyper-personalized marketing and/or just in time inventory.

Solutions

  1. Auto Loader transports POS, click-stream, and review data into Delta Lake.
  2. Photon Vectorized Shuffle powers aspired to-day dashboards and vector search.
  3. Live product recommendation is achieved through Mosaic AI recommenders.
  4. MLflow pipelines are deployed and controlled to run store-by-store forecasting models.
  5. Unity Catalog protects IoT, web and ERP data on a single workspace.

Outcomes

  • Greater basket size with On-site personalization.
  • A mitigated inventory stock-out and markdowns through demand representation.
  • There was one data estate to control merchandising, marketing and fraud units.
  • Quicker insight to action cycle compared to legacy BI stacks.
Shopper checking out groceries in a retail store enhanced by Databricks insights
Business executive analyzing big data dashboards powered by Databricks

Why Choose Databricks? 

At Hubcom, we don’t just implement Databricks solutions; rather, we optimize them to solve industry-specific problems at scale. Our team designs intelligent data platforms that help clients make faster, smarter decisions.

Databricks unifies data engineering, machine learning, and real-time analytics on one platform. This means fewer tools, faster outcomes, and better collaboration. We use open technologies like Delta Lake for reliable storage, MLflow for end-to-end model tracking, and Apache Spark for lightning-fast processing of massive datasets. Security and compliance are built in. 

Get a trusted partner with real experience in Databricks deployments that deliver measurable value!

Transform Data into Insight with Databricks

Take the first step toward smarter data solutions. Contact us today to discover how Databricks is driving innovation across industries—or schedule a personalized consultation to explore what it can do for your business.

Databricks in Action – Real Stories, Real Impact.
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