Building Industry AI Agents on Leading Data Platforms

Industry AI Agents
Powered by the
World's Best Data Platforms

Datavex AI engineers purpose-built AI agents, data science pipelines, and analytics solutions — on Databricks, Snowflake, Azure, AWS, and Google Cloud — to transform how industries operate, decide, and grow.

Certified on
Databricks Snowflake Azure AWS Google Cloud
Agent deployed successfully
Databricks cluster active
98.4% forecast accuracy
🤖
Supply Chain AI Agent
Demand Forecasting · Inventory Optimisation
Live
↓34%
Inventory Cost
98.4%
Forecast Acc.
2.1s
Avg Response
09:41:02[AGENT]Ingesting Delta Lake table — 4.2M rows
09:41:04[OK]MLflow model v3.2.1 loaded
09:41:05[AGENT]Running 180-day demand forecast
09:41:07[OK]Recommendations pushed to dashboard
09:41:07[INFO]Next run in 4h 00m
Platforms we work with
⬡ Databricks ◼ Microsoft Azure ⬢ AWS ☁ Snowflake ◆ Google Cloud ◎ dbt △ Apache Spark ⊙ MLflow
What We Build

End-to-End AI &
Data Intelligence

From raw data to autonomous agents — we deliver the full modern AI and analytics stack, tailored precisely to your industry's needs and your chosen platforms.

02
📊

Data Science & ML

Predictive models, demand forecasting, anomaly detection, and recommendation systems — engineered and productionised on Databricks, Snowflake, SageMaker, or Vertex AI.

MLflowFeature StoreAutoMLSnowpark ML
03

Analytics & BI

Self-serve analytics platforms, real-time dashboards, and semantic layers that convert complex enterprise data into clear, confident decisions for every stakeholder.

Databricks SQLPower BITableaudbt
04
🏗️

Data Platform Engineering

Lakehouse and Data Warehouse architecture, data mesh implementation, real-time streaming pipelines, and governance frameworks — engineered to scale from day one.

Medallion Arch.KafkaSparkAirflow
05
🔍

Generative AI & LLMs

Fine-tuned LLMs, enterprise RAG systems, document intelligence, and conversational assistants — securely grounded in your proprietary data across any cloud platform.

RAGVector SearchDBRXGPT-4oGemini
06
🛡️

AI Governance & MLOps

Model monitoring, explainability, bias detection, and production CI/CD pipelines — ensuring your AI stays trusted, compliant, and continuously improving at scale.

Unity CatalogModel RegistryCI/CDObservability
Our Approach

From Scattered Data to
Autonomous Intelligence

A proven four-phase framework that delivers you from raw, siloed data to deployed AI agents — with measurable business outcomes at every milestone.

01
🔎

Discover & Assess

Map your data landscape, identify high-value AI opportunities, and define clear ROI targets — before writing a single line of code.

02
🏗️

Build the Foundation

Lakehouse or warehouse architecture, pipelines, and governance on your chosen platform — reliable data infrastructure that agents can trust.

03
🤖

Deploy AI Agents

Build, fine-tune, and deploy industry-specific AI agents and ML models — integrated into your existing workflows on any platform.

04
📈

Monitor & Evolve

Continuous model monitoring, drift detection, and iterative improvement — your AI gets smarter as your business scales.

Our Platforms

Best-of-Breed Technology,
Chosen for Your Business

We are platform-agnostic experts — deeply certified across all leading data and AI platforms. We recommend, and build on, what is genuinely right for your use case.

Databricks Lakehouse

Delta Lake, Unity Catalog, MLflow, Mosaic AI, Databricks SQL, and DBRX — we architect and optimise the full Databricks Lakehouse Platform. Our deep expertise spans ingestion to production AI agent deployment on any cloud.

Snowflake

Snowpark ML, Cortex AI, and Snowflake Arctic for organisations invested in the Snowflake ecosystem — from advanced analytics to AI-powered applications and agent deployment.

Microsoft Azure & Fabric

Azure Synapse, Microsoft Fabric, Azure ML, and Azure OpenAI — enterprise-grade AI solutions for organisations in the Microsoft ecosystem, including regulated industries such as FSI and healthcare.

AWS & Google Cloud

AWS SageMaker, Amazon Redshift, Google BigQuery, and Vertex AI — multi-cloud data platforms and AI solutions built to your exact scale, compliance, and cost requirements.

Purpose-Built for
Your Industry

We don't build generic AI — we build agents and analytics that deeply understand your sector's domain logic, regulatory requirements, and key performance metrics.

🏭
Manufacturing
Predictive maintenance · OEE · Supply chain
🏥
Healthcare & Life Sciences
Clinical AI · Patient analytics · Drug discovery
🏦
Financial Services
Fraud detection · Risk models · RegTech
🛒
Retail & CPG
Demand forecasting · Personalisation · Pricing
Energy & Utilities
Grid optimisation · Asset intelligence · ESG
🚚
Logistics & Supply Chain
Route optimisation · Inventory AI · Visibility
🏗️
Construction & Real Estate
Project analytics · Cost prediction · BIM AI
📡
Telecom & Media
Churn prediction · Network AI · Content rec.
Let's Talk

Ready to Build Your
First AI Agent?

Tell us your data challenge and we'll design a solution together — starting with a free, no-obligation discovery session.

Or reach us directly at hello@datavexai.com  ·  datavexai.com