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Decryptogen FAQ

AI-Powered Data Engineering & Analytics FAQ

Decryptogen offers end-to-end solutions:
  • Data lake and warehouse design (AWS Lake Formation, Snowflake, Redshift)
  • ETL/ELT pipelines using AWS Glue, Apache Airflow, Step Functions
  • Batch and real-time data ingestion from ERP, IoT, APIs
  • Schema mapping, cleansing, partitioning, and compression
  • S3 lifecycle & cataloging via AWS Glue Data Catalog

We embed AI in every layer:
  • Anomaly detection in data pipelines using ML models
  • Auto-classification of unstructured data (emails, logs, images)
  • Generative AI for analytics query generation
  • Personalized insights via Amazon SageMaker & Amazon Personalize
  • Waste composition & tea quality prediction using computer vision

Decryptogen builds dashboards and reports on:
  • Amazon QuickSight, Power BI, Looker, Tableau
  • Integrates with Redshift, Snowflake, Aurora, DynamoDB
  • Real-time dashboards powered by Kinesis, OpenSearch, Lambda

Yes. We provide:
  • Real-time ingestion via Amazon Kinesis & Kafka
  • Streaming analytics integrated with ML-based scoring
  • Event-driven alerts using EventBridge, SNS, Lambda
  • Real-time dashboards with sub-second latency

Absolutely. Our approach includes:
  • Text extraction & NLP via Amazon Comprehend
  • Document processing pipelines for PDFs, images, logs
  • Schema-on-read designs using S3 + Glue + Athena
  • Centralized data catalogs for enterprise-wide search

We serve:
  • Logistics – real-time routing, warehouse analytics
  • Hospitality – sentiment analysis, guest behavior scoring
  • Education – student-teacher emotion analytics
  • Agritech – image-based crop & tea leaf quality scoring
  • Sustainability – waste composition detection using GenAI

Yes. Our AI/ML capabilities include:
  • SageMaker model training & hosting
  • Custom ML models for forecasting, anomaly detection, image classification
  • Integration into dashboards & apps
  • Lifecycle tracking, A/B testing, and retraining workflows

We implement:
  • End-to-end encryption (AWS KMS, S3, RDS)
  • RBAC and IAM roles for access control
  • Data classification and tagging policies
  • Compliance with GDPR, HIPAA, ISO 27001

  • AI-first approach to data transformation
  • Real-time personalization & behavioral scoring
  • Integration with agentic AI assistants for exploration
  • Proven results: 40% cost savings, 30% engagement boost, and real-time visibility in mission-critical environments

Email: sales.smith@decryptogen.com
Contact form: https://decryptogen.com/contact
We offer a free discovery workshop to map your analytics goals, data sources, and ML opportunities.