Bexprt AI Migration Proposal Generator

Accelerate your AWS migration journey: from inventory to full proposal, in hours

Cloud migration decisions shouldn’t be slowed down by lengthy pre-sales cycles. Bexprt’s AI Migration Proposal Generator eliminates that bottleneck – using the power of Amazon Bedrock, AWS’s fully managed generative AI service, to instantly transform a customer’s infrastructure inventory into a complete, AWS-aligned migration proposal that drives faster decisions and faster migrations.

The problem we solve

Traditional migration proposals take days – sometimes weeks – to produce. By the time a customer receives their scope, architecture recommendations, cost estimates, and project plan, momentum is lost, decisions are delayed, and opportunities slip away.

The Bexprt AI Migration Proposal Generator changes that entirely.

What is the Bexprt AI Migration Proposal Generator?

An AI-powered pre-sales engine that reads your customer’s existing infrastructure inventory and instantly generates a full, structured AWS migration proposal – built on AWS best practices, ready to present, and designed to get your customer moving toward the cloud faster than ever before.

No more manual effort. No more waiting. Just intelligent, accurate, AWS-aligned migration proposals – on demand.

What does the tool generate?

Every proposal covers the four pillars of a successful AWS migration engagement, enriched with intelligent pricing and region-aware outputs.

1. Scope of work. A precise migration scope derived directly from the customer’s inventory – defining workloads, dependencies, timelines, and engagement boundaries with clarity.

2. High-level architecture. A tailored AWS target architecture built on Well-Architected Framework principles – covering security, reliability, performance efficiency, cost optimization, and operational excellence.

3. Region-aware architecture output. Users select their target AWS region before generating the proposal. That selection directly shapes the architecture output – ensuring service availability, data residency requirements, and regional configurations are accurately reflected in every recommendation. The right architecture, for the right region, every time.

4. AWS consumption estimate. A transparent, detailed projection of AWS service usage and costs – giving customers a clear and accurate picture of their cloud investment from day one.

5. Intelligent pricing model selection – a game changer for cost accuracy. The tool goes beyond simple on-demand estimates. Bexprt AI Migration Proposal Generator supports three AWS pricing models, allowing customers to see cost projections based on their actual commitment strategy:

  • On-Demand – Full flexibility, no commitment, ideal for unpredictable workloads.
  • Savings Plans (1-Year / 3-Year) – Significant savings with flexible usage commitments, automatically calculated per workload.
  • Reserved Instances (1-Year / 3-Year) – Maximum cost savings for stable, predictable workloads with dedicated capacity options.

This means every AWS Consumption Estimate is tailored to the customer’s real scenario – not a generic list price. Customers can immediately see the cost delta between commitment tiers, empowering smarter financial decisions and a much more compelling ROI story.

6. High-level project plan. A phased migration roadmap built on the AWS Migration Framework’s industry-proven three-phase approach — ensuring every engagement follows a structured, best-practice path from discovery to full cloud operation:

  • Assess – A thorough evaluation of the customer’s current environment, workload inventory, migration readiness, and business case validation. This phase establishes the foundation for everything that follows — identifying risks, dependencies, and opportunities early.
  • Mobilize – The planning and preparation phase where the migration strategy is defined, teams are aligned, landing zones are established, and the detailed migration plan is finalized. This phase ensures that when migration begins, it begins right.
  • Migrate & Modernize – The execution phase where workloads are migrated to AWS according to the agreed plan, with continuous optimization and modernization opportunities identified and acted upon along the way – maximizing the value of the cloud, not just replicating what existed on-premises.

Each phase is mapped with clear milestones, resource requirements, timelines, and deliverables – giving customers a realistic, transparent, and confidence-inspiring view of their entire migration journey before it begins.

How does it work?

Step 1: upload the Inventory

  • The customer provides their existing infrastructure inventory sheet. That’s all the tool needs to get started.
  • The tool is flexible in terms of input formats and can seamlessly process data provided as CSV files, JSON arrays, PDFs, images, or plain text.

Step 2: configure your migration parameters

Before generating, users select two critical inputs that shape the entire proposal,

  • Target AWS Region – Choose the destination region for the migration. This flows directly into both the architecture design and the pricing calculations, ensuring full alignment between technical and commercial outputs.
  • Pricing Model – Select from On-Demand, Savings Plans (1Y/3Y), or Reserved Instances (1Y/3Y) to generate cost estimates that reflect the customer’s actual procurement and commitment strategy.

Step 3: AI generates the proposal

  • Amazon Bedrock processes the inventory and configuration inputs, then generates the full migration proposal – or any individual section – instantly and accurately, aligned with the latest AWS best practices.

Step 4: review, refine & deliver

  • Bexprt team reviews and finalizes the output, then delivers a polished, professional migration proposal to the customer in a fraction of the time it would traditionally take.
Want to know more? Let’s set up a call! hello@bexprt.com

How the tool utilizes the power of AI

AI isn’t a feature layered on top of this tool, it is the tool. Here is how Amazon Bedrock powers every layer of Bexprt AI Migration Proposal Generator…

Intelligent inventory interpretation. The tool doesn’t simply read the customer’s inventory sheet – it understands it. Amazon Bedrock analyzes the uploaded infrastructure data, identifies workload types, recognizes server roles, dependencies, and resource configurations, and translates raw inventory data into meaningful migration context. What would take a solutions architect hours to manually review and interpret happens automatically, in seconds.

Natural language generation. Every section of the proposal – Scope of Work, Architecture narrative, Project Plan phases – is written in clear, professional, human-quality language by Amazon Bedrock’s underlying foundation models. It doesn’t produce templates filled with placeholders. It produces contextual, customer-specific content that reads as if a senior AWS consultant wrote it from scratch for that exact customer.

In addition, all generated content adheres to Bexprt’s writing style guidelines, ensuring consistency in tone, structure, and presentation. This includes the application of standardized formatting, fonts, and styling, resulting in polished, ready-to-use documentation aligned with Bexprt’s professional standards.

Context-aware architecture recommendations. Amazon Bedrock doesn’t apply a one-size-fits-all architecture. It cross-references the customer’s workload profile with AWS Well-Architected Framework principles and the selected target region, then recommends the most appropriate AWS services and architectural patterns for that specific environment – dynamically, not from a fixed catalogue.

Region-sensitive and pricing-aware cost calculation. Amazon Bedrock factors in both the selected AWS region and the chosen pricing model – On-Demand, Savings Plans, or Reserved Instances – when generating the AWS Consumption Estimate. It doesn’t just pull list prices; it reasons across commitment tiers and regional pricing variations to produce estimates that are accurate to the customer’s real-world scenario.

AWS Best Practice alignment, automatically. Amazon Bedrock is guided to embed AWS migration best practices into every output by default. This means the Assess, Mobilize, and Migrate & Modernize phases aren’t manually added; Amazon Bedrock structures the project plan around them naturally, ensuring every proposal reflects the same standard of quality that an experienced AWS migration practitioner would produce.

Modular and selective generation. Amazon Bedrock is capable of generating the full proposal end-to-end, or focusing on a single section in isolation, without losing coherence or context. This reflects a sophisticated understanding of how each proposal pillar relates to the others, allowing teams to generate, refine, and iterate on individual sections while keeping the overall proposal consistent.

Speed without sacrificing quality. Perhaps the most powerful demonstration of Amazon Bedrock in this tool is the combination of speed and quality. Generating a complete, multi-section, customer-specific, AWS-aligned migration proposal in hours, rather than days, is only possible because Amazon Bedrock is handling the heavy cognitive lifting: analysis, synthesis, recommendation, and articulation, all at once.

Why it matters

Migrate faster, decide faster. Speed is the biggest barrier to cloud adoption. Bexprt AI Migration Proposal Generator removes that barrier – putting a complete, credible migration proposal in front of your customer in hours, not weeks. Faster proposals mean faster decisions, and faster decisions mean faster migrations.

Full proposal or section by section. Every migration engagement is different. Generate the complete proposal end-to-end, or produce individual sections as needed – the tool is fully flexible to match how your team works.

Immediate ROI visibility. Customers can see their migration scope, projected AWS costs across multiple pricing models, and delivery timeline early in the conversation – giving them the insights they need to build a business case, secure internal approval, and commit with confidence.

Accurate, scenario-based cost estimates. Generic pricing estimates no longer cut it. By combining region-specific pricing data with the customer’s chosen commitment model – On-Demand, Savings Plans, or Reserved Instances – the tool produces cost projections that are precise, realistic, and directly comparable across scenarios. Customers don’t just see what migration costs, they see what it costs their way.

AWS Best Practices, every time. Amazon Bedrock doesn’t just generate content, it generates content that reflects AWS standards. Every architecture recommendation, every scope definition, and every project plan is rooted in proven AWS migration frameworks, including the Assess, Mobilize, and Migrate & Modernize phases that AWS recommends for every successful migration engagement.

Shorter sales cycles, stronger customer trust. Delivering a comprehensive, data-driven migration proposal at the very start of the customer conversation signals expertise, builds credibility, and dramatically shortens the path from first meeting to signed engagement.

Powered by Amazon Bedrock

Amazon Bedrock is AWS’s fully managed generative AI service – giving enterprises secure, scalable access to a broad selection of high-performance foundation models from leading AI providers, all within the AWS ecosystem. With no infrastructure to manage, enterprise-grade security and compliance built in, and seamless integration with AWS services, Amazon Bedrock is the ideal foundation for building intelligent, production-ready AI applications.

By powering the Bexprt AI Migration Proposal Generator with Amazon Bedrock, we deliver the full depth of enterprise generative AI – natively within AWS – to produce migration proposals that are fast, accurate, secure, and deeply aligned with AWS best practices. It’s not just AI-powered. It’s AWS-native AI, end to end.

The Bexprt advantage

Bexprt AI Migration Proposal Generator is where deep AWS migration expertise meets the enterprise power of Amazon Bedrock. The result is a pre-sales experience unlike anything else in the market – one where customers receive meaningful, actionable migration insights from the very first conversation, and where Bexprt’s team can focus on what they do best: guiding customers through complex cloud transformations with confidence and precision.

For customers, it means clarity, speed, and confidence at every step of the migration journey – before the project even begins.

Further resources: read more about AWS & Bexprt

Bexprt’s Professional and Managed Services are available directly from Bexprt, or via AWS Marketplace.