Agentclab Accelerate™ for Cloud Migration

Migrate with Confidence Using an AI-Powered Approach

Many organizations face delays, risk, and rising VMware costs when moving legacy systems to the cloud without a clear strategy or AWS expertise.

Agentclab Accelerate™ for Cloud Migration streamlines your journey to AWS with AI-assisted assessments that identify the most efficient migration pathways.

Purpose-built for VMware, GCP, and Azure migrations to AWS, our AI-driven approach delivers resilient, cost-optimized, and validated workloads. Customers achieve immediate ROI, lower CapEx and OpEx, and long-term cloud success while reducing migration timelines by up to 50%.

Where We Can Help

Migration Plan

Evaluate infrastructure, identify dependencies, and define the optimal migration pathway and tooling.

Migration Automation

Automate MGN with orchestrated VM replication, EC2 instance provisioning, and seamless network integration.

Testing & Validation

Build a custom test suite with automated validation and reporting frameworks to verify migration accuracy.

Disaster Recovery

Each migration incorporates a disaster recovery strategy aligned with customer-defined RPO and RTO objectives.

Moving From Idea to Impact

Agentclab Accelerate™ for Cloud Migration addresses the key challenges enterprises face today: industry research shows many organizations encounter significant migration delays and cloud budget overruns.

By combining AI-enabled planning with hands-on execution—and leveraging advanced AWS services, including AWS Transform for VMware—Agentclab helps customers reduce CapEx tied to data center renewals, lower OpEx from rising virtualization costs, and reallocate resources toward innovation.

AI-Powered Delivery: AI-driven dependency mapping, code conversion, and migration planning reduce risk and compress migration timelines by up to 50%.

Outcome-Based Model: Customers pay only for workloads successfully migrated and validated in AWS—not for time spent.

Resiliency by Design: Every migration incorporates a disaster recovery strategy aligned with customer-defined RPO and RTO objectives.

Built-In Cost Optimization: A post-migration cost baseline, rightsizing guidance, and strategies to leverage AWS Savings Plans are included at no additional cost—ensuring immediate ROI.

Terraform Code Generation: Automatically generates Terraform infrastructure-as-code (IaC) from analyzed source metadata.

VM Migration: Enables seamless migration of virtual machines from source environments to AWS using AWS MGN-supported methods.

Version-Controlled IaC: Maintains generated Terraform code within a GitHub repository for collaboration, traceability, and governance.

Streamlined EC2 Deployment: Automates the provisioning and deployment of EC2 instances in AWS.

Comprehensive Post-Deployment Validation: Performs automated validation checks to ensure EC2 instances meet operational, security, and performance standards.

Our Approach

Partner with stakeholders to translate business strategy into agentic interface requirements and clearly defined, measurable objectives.

Design and prototype the agentic system to enable flexible, intuitive interactions and establish a tailored roadmap toward achieving your business objectives.

Accelerate impact through rigorous evaluation, rapid prototyping, AI-enabled engineering, production-ready infrastructure, and continuous team feedback.

Validate integrations through user testing, refine experiences, and embed continuous feedback loops to drive ongoing improvement through real-world usage.

Learn how Teamfront Achieved a 10x Faster Database Migration

Discover how Teamfront reduced costs and accelerated timelines by automating their migration from SQL Server to Amazon Aurora PostgreSQL with Agentclab Accelerate™.

Frequently Asked Questions

We’re committed to continuous learning and curiosity in everything we do. Here are some frequently asked questions gathered from our colleagues and customers.

Agentclab Accelerate™ is purpose-built for lift-and-shift migrations (on-premises to AWS or Azure/GCP to AWS). It supports your migration by:

Automating AWS MGN enablement and configuration to shorten timelines

Supporting AWS MAP tagging requirements for EC2 instances

Importing and normalizing metadata for account-specific migrations

Deploying migrated resources and validating IaC configurations

Generating Terraform IaC from analyzed source metadata

Executing automated post-deployment validations through a structured testing framework

Agentclab Accelerate™ reduces timelines by up to 50% by combining AI-driven planning with automated execution across the migration lifecycle.

It accelerates dependency mapping, infrastructure discovery, and migration wave planning to eliminate manual analysis delays.

Automation of AWS MGN configuration, Terraform code generation, and EC2 provisioning removes repetitive engineering effort.

Built-in validation frameworks quickly identify and resolve configuration issues before production cutover.

This parallelized, automation-first approach minimizes downtime, reduces rework, and delivers faster, predictable migration outcomes.

Agentclab Accelerate™ supports lift-and-shift migrations from on-premises environments to AWS, as well as Azure and GCP to AWS transitions. It is optimized for VMware-based workloads and large-scale VM migrations requiring automation, validation, and resiliency.

Agentclab Accelerate™ can handle migrations of any scale—from a few VMs to thousands—by leveraging automated orchestration, parallel processing, and AI-driven workflows to ensure efficiency and reliability.

Resiliency is ensured through built-in disaster recovery strategies aligned with customer RPO/RTO, automated validations, rollback safeguards, and incremental releases to maintain business continuity throughout the migration.

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