AI/ML & Generative AI Solutions

OneData Software’s AI/ML & Generative AI Solutions offering empowers organizations to harness the full potential of artificial intelligence across industries. Built on AWS’s robust ecosystem—including Amazon SageMaker, Bedrock, and Amazon Q—OneData provides end-to-end services for building, training, deploying, and scaling intelligent applications.

⚙️ Core Capabilities

Machine Learning Development • Use Amazon SageMaker for model training, tuning, and deployment • Streamline data preparation with Data Wrangler and real-time inference via hosting services • Monitor performance with Model Monitor and optimize lifecycle management

Generative AI Applications • Access** top foundation models (Claude, Titan, Llama 2, Stable Diffusion) via Amazon Bedrock** • Customize models using fine-tuning, RAG, and Knowledge Bases • Build intelligent agents with Bedrock Agents and orchestrate workflows using Bedrock Flows

AI Agents & Automation • Deploy virtual assistants and autonomous agents for customer support, operations, and analytics • Integrate with AWS services like Lambda, S3, Redshift, and RDS • Automate repetitive tasks and enable real-time decision-making

Multimodal Data Processing • Analyze documents, images, audio, and video using tools like Amazon Textract, Rekognition, and Transcribe • Extract insights, classify content, and generate summaries across formats • Enable accessibility and intelligent search with Amazon Kendra and Comprehend

Security, Governance & Compliance • Enforce IAM policies, TLS encryption, and VPC isolation • Apply Guardrails to mitigate hallucinations, redact PII, and ensure responsible AI • Align with HIPAA, PCI DSS, ISO 27001, and GDPR

Industry Use Cases • Healthcare: Patient record summarization, diagnostics support • Retail: Personalized recommendations, AI-generated content • Finance: Fraud detection, predictive analytics • Manufacturing: Predictive maintenance, quality control • Education: Adaptive learning, quiz generation

Managed Services & Support • Rapid onboarding with prebuilt templates and flows • Expert guidance on model selection, prompt engineering, and deployment • Continuous optimization, monitoring, and integration with business systems