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AI & Data Consulting

Build AI and Data Platforms That Deliver Measurable Business Value

We help organizations

AI & Generative AI Machine Learning Cloud Data Engineering Analytics & Dashboards
0M+

Records processed daily

0%

Workflow automation

0%

Reduction in manual effort

Production

Cloud-native architectures

How it works

End-to-end data platform architecture

From raw source systems to actionable intelligence — we design and build the complete pipeline.

  • Ingest from any source — SAP, Salesforce, IoT, APIs, databases
  • Transform with dbt, Spark, or custom Python pipelines
  • Store in Snowflake, Databricks, or cloud-native warehouses
  • Serve ML models, dashboards, and real-time APIs
Source Systems
SAPSalesforceIoTAPIsDatabases
Ingestion & Transform
AirflowdbtSparkKafka
Storage
SnowflakeDatabricksBigQuery
Consumption
ML ModelsDashboardsAPIsAI Apps
What we build

Sample engagement outcomes.

The kind of systems we design and deploy — built for your scale, on your infrastructure.

Retail & E-commerce

AI Product Classification

LLM-powered taxonomy classifier processing millions of SKUs with human-in-the-loop validation.

98%
Automation
10x
Faster
Financial Services

Real-time Risk Analytics

Streaming pipeline with ML-based anomaly detection, executive dashboards, and automated alerts.

< 5s
Latency
24/7
Monitoring
Healthcare

Clinical Data Warehouse

HIPAA-compliant lakehouse consolidating EMR, claims, and IoT sensor data for predictive analytics.

17M+
Records/day
40%
Less manual
Our Process

How we deliver.

A proven five-phase approach from discovery to production support.

1

Discovery

Understand data, KPIs, constraints

2

Architecture

Design the solution with your team

3

Prototype

Validate with a working proof

4

Production

Ship to your infrastructure

5

Support

Monitor, tune, hand off cleanly

Why Serenlytics

Enterprise-grade expertise.

Our team brings director-level experience from enterprise data and ML organizations.

Ph.D.-Level Depth

Founders hold doctorates in physics and applied math. We bring research rigor to production engineering.

Seasoned Data & Analytics Professionals

Seasoned data & analytics professionals who understand what it takes to move from idea to production

Production at Scale

We've built systems processing 17M+ records daily. Our work runs in CI pipelines, not notebooks.

Cloud Native

AWS, Azure, GCP — we build for the cloud you're already on, using IaC from day one.

ROI First

Every engagement starts with the business metric. We ship the smallest change that moves it.

Full Knowledge Transfer

Your team owns the system when we leave. Documented, tested, no lock-in.

Industries

Built for complex domains.

Healthcare
Financial Services
Retail
Manufacturing
Insurance
Public Sector
Technology

Modern stack. Battle-tested tools.

AWS Azure Google Cloud Snowflake Databricks Python Spark Docker Kubernetes OpenAI Anthropic dbt Airflow Terraform Kafka Power BI Tableau MLflow

Ready to Modernize Your Data Platform?

Whether you're building a modern data warehouse, deploying AI into production, or creating executive dashboards — we help you move from idea to production faster.