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