Ancrew Global – GenAI Offering

AGENTIC GENAI FOR CONTEXTUAL CODE ASSISTANCE & INFRA PROVISIONING

• Amazon Bedrock (Claude Sonnet) + LangChain + LangGraph
  Contextual code suggestions and debugging integrated into notebooks.
• Amazon EKS (GPU/CPU kernels) + CloudFormation + Redshift
  Automated kernel provisioning and infrastructure deployment with AI-powered planning.
• AWS KMS + VPC Endpoints + PrivateLink
  Secured connectivity and data encryption.
• Amazon CloudWatch + SNS + QuickSight
  Monitoring of AI usage, provisioning, and cost optimization.
• Outcome
  50% faster code execution, 70% quicker provisioning, predictable costs, and improved developer productivity.

AGENTIC RAG FOR EDTECH USING MIXTRAL 8×7B + QDRANT

• Mixtral 8×7B (Unsloth FT) + Amazon EKS
  Single model for reasoning and retrieval orchestration.
• Qdrant Vector Store + SageMaker HyperPod
  Low-latency semantic search and scalable training.
• Amazon S3 + Glue + Redshift
  Data pipeline and storage for curriculum context.
• Guardrails + IAM + PII Scrubbing
  Ensured safe, academic-only responses and compliance.
• Outcome
  15% fewer hallucinations, 20% cost savings, <300ms retrieval latency, and 10× throughput for practice content.

AGENTIC GENAI FOR PRECISION AGRICULTURE

• Llama-3-8B on Amazon EKS + Ray Serve
  Generative farm advisor integrated with predictive outputs.
• Amazon SageMaker + Kinesis + Glue + S3
  Predictive analytics for soil, crop yield, irrigation, and disease detection.
• Amazon RDS + CloudFront + EC2
  Hosting dashboard and structured data storage.
• AWS IAM + KMS + CloudWatch + CloudTrail
  Secured data, role-based access, and observability.
• Outcome
  30% less fertilizer/pesticide use, 35% better forecasting, 25% water savings, and $5.2M annual cost savings.

REAL-TIME ASSISTIVE COMMUNICATION PLATFORM (HEALTHCARE)

• Amazon SageMaker Pipelines + Bedrock
  Automated ML lifecycle and context-aware enhancements.
• Amazon Translate + Polly + Nova Sonic
  Real-time bilingual translation and lifelike voice synthesis.
• Amazon Lambda + Kinesis + CloudFront + WebRTC
  Real-time streaming and global low-latency delivery.
• AWS KMS + IAM + CloudTrail + Config
  HIPAA compliance, encryption, and auditing.
• Outcome
  25% improved sign recognition, sub-200ms latency, 10× scalability during peaks, and 50% lower infrastructure costs.