Modernize Your Data Warehouse with Predictable, Controlled Execution
AIHouse delivers structured migration from legacy platforms to Amazon Redshift and modern AWS data architectures — from MAP-aligned assessment through wave-based production cutover.
Complimentary Assessment and Redshift POC for qualified AWS customers*
AIHouse Delivers Measurable Business Impact
AIHouse combines AI-controlled execution with expert oversight to reduce risk, accelerate timelines, and lower long-term cost.
Faster time to modernization
Structured assessment, LLM-assisted conversion, and automated orchestration reduce delivery timelines by up to 70%, without compromising governance.
Lower Services Cost
Automation handles repeatable execution while experts engage at decision points, reducing consulting effort by 40–50%
Reduced Total Cost of Ownership
Optimized Redshift architectures, controlled cutover, and built-in AIOps drive 30–40% lower long-term infrastructure and support costs
Structured Discovery & Planning
Automated schema inventory, dependency mapping, and LLM-assisted conversion analysis establish clear scope, sizing, and a production-ready roadmap.
Orchestrated Migration Execution
Coordinated schema conversion, data migration, remediation tracking, and wave-based sequencing ensure predictable progress and measurable milestones.
Continuous Validation & Governance
Built-in reconciliation, performance benchmarking, and controlled cutover checkpoints provide full audit traceability and safe transition to production.
AI-Ready Data Foundation
Post-migration optimization with a defined path to SageMaker, Bedrock, and advanced analytics ensures long-term modernization value.
Built for AWS Data Modernization
Deep integration with Amazon Redshift, AWS Schema Conversion Tool, Database Migration Service, and core data services enables secure, production-grade modernization from legacy platforms to AI-ready architectures.
AIHouse Data Warehouse Modernization Lifecycle
End-to-end data warehouse modernization executed through defined phases — from assessment to production optimization.
Assessment
Automated schema discovery, dependency mapping, and LLM-assisted conversion analysis establish scope, sizing, cost modeling, and migration readiness.
Proof of Concept
Provisioned Amazon Redshift environment with representative workload conversion, validation benchmarking, and production gap analysis.
Migration
Wave-based production migration with governed cutover, performance parity validation, and remediation tracking.
AIOps & Optimization
Continuous monitoring, cost optimization, and AI-ready enablement to extend modernization into long-term operational value.
Accelerate AWS MAP
Modernization
AIHouse translates AWS Migration Acceleration Program (MAP) guidance into structured execution—automated assessment, controlled migration waves, and AI-ready production environments.
Our Clients See Real Modernization Results
AIHouse delivers structured, AI-controlled data warehouse modernization on AWS. Enterprises accelerate delivery, reduce execution risk, and control total program cost.
Faster Delivery
AI-driven assessment, LLM-assisted code conversion, and structured wave execution accelerate modernization while maintaining clear scope control and budget confidence.
Manual Tasks Automated
AIHouse automates the majority of traditionally manual assessment, conversion, and orchestration activities — reducing consulting effort and lowering migration services cost.
Lower Total Migration Cost
Optimized AWS Data architecture and reduced services dependency lower combined infrastructure and consulting spend across the program.
Ready to Modernize Your Data on AWS?
Accelerate your migration with AI-controlled execution aligned to AWS MAP. Validate scope, reduce manual effort, and move to production with confidence — with fully funded Assessment and POC.
Complimentary Modernization Assessment
Validate scope, complexity, and migration readiness — funded through available AWS programs.
AIHouse Credits for POC
Deploy a production-aligned Redshift proof of concept with automated conversion, validation, and benchmarking.
Fixed-Fee Migration
Move to full production with controlled execution, expert oversight, and no open-ended consulting costs.