What makes AIONDATA different from ChatGPT or other AI tools?

AIONDATA connects directly to your enterprise data sources, enforces row-level security and tenant isolation, and generates verifiable outputs with full audit trails. Unlike general-purpose AI chatbots, AIONDATA is purpose-built for enterprise data analytics with 99.9% query accuracy.

How long does implementation take?

Most customers go from first demo to production in under two weeks with white-glove onboarding and dedicated support.

Is my data used to train AI models?

No. Your data is never used to train any AI models. We enforce strict data isolation with encrypted API keys and row-level security.

What is Lexicon and how does it work?

Lexicon is AIONDATA's semantic data intelligence platform. It connects to 35+ data sources, enables natural language queries with 99.9% accuracy, supports document-based knowledge bases with RAG, and offers an embedded SDK for integrating analytics into any app. Executives and data teams can ask questions in plain English and receive verified, auditable results.

What industries does AIONDATA serve?

AIONDATA serves financial services, healthcare, insurance, infrastructure, wealth management, and technology companies. Our enterprise AI solutions are designed for regulated industries that require strict data governance, audit trails, and compliance.

SynergyOS is AIONDATA's modular AI-native ERP platform with 7 core modules — financials, supply chain, HR, CRM, analytics, and governance — unified in a single platform. It serves over 50,000 active users with 99.9% uptime across multiple countries and is SOC 2 Type II ready.

How does AIONDATA ensure data security?

AIONDATA enforces enterprise-grade security including row-level security, tenant isolation, encrypted API keys, full audit trails, and SOC 2 Type II readiness. Data never leaves your infrastructure, and all queries are logged and auditable.

What data sources does Lexicon connect to?

Lexicon supports 35+ enterprise connectors including Snowflake, dbt, PostgreSQL, BigQuery, Redshift, MySQL, SQL Server, Oracle, MongoDB, and many more. It can connect to any structured data source via its extensible connector framework.

What is Agentic Studio?

Agentic Studio is AIONDATA's AI-powered document processing platform. It automates document extraction, classification, and processing using multi-model AI orchestration, reducing manual document handling by up to 90%.

Where is AIONDATA headquartered?

AIONDATA is headquartered in San Ramon, California, USA, with an engineering center in Noida, India. This dual-location structure provides 24/7 coverage and combines California leadership with India-based engineering talent.

Building Scalable ML Pipelines: Best Practices

Introducing Lexicon 2.0 — 99.9% accurate AI-powered analytics. Learn more →

Why ML Pipelines Matter

Machine learning pipelines are the backbone of any production ML system. They ensure consistency, reproducibility, and scalability.

Core Components

Data Ingestion: Reliable data collection from multiple sources
Feature Engineering: Automated feature extraction and transformation
Model Training: Scalable training infrastructure with experiment tracking
Model Serving: Low-latency inference with A/B testing capabilities

Technology Stack

Our recommended stack includes:

Apache Airflow for orchestration
MLflow for experiment tracking
Kubernetes for containerized deployments
Feature stores like Feast for feature management

Agentic Studio

AI-powered document processing. Multi-model orchestration that automates extraction, classification, and routing.

Learn more

Sravan Modugula

Co-founder & CTO, AIONDATA

Co-founder & CTO of AIONDATA. Former Executive Director at JPMorgan Chase. Senior Director of Technology at First Republic. Wharton alum. ACM Fellow. IEEE Senior Member. 20+ years building data platforms and AI systems for regulated industries.

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