Migrate AI apps from OpenAI to Amazon Bedrock in 2 Weeks

    Migrate AI apps from OpenAI to Amazon Bedrock in 2 Weeks

    R
    @rishabh
    0 Followers
    3 hours ago 1

    AIAI Summary

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    Key Insights

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Migrate to Amazon Bedrock 
in 2 Weeks
We are a deep tech gen AI migration partner
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AWS Gen AI and 
Amazon Bedrock 
Migration Partner
15+ enterprises migrated to Amazon 
Bedrock
$10M+ in Gen AI workloads migrated 
(2025)
Specialized in migrating production 
workloads to Bedrock in 2 weeks
    2/11

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The Challenge
OpenAI is perfect for pilots; hard to scale with
Privacy Uncertainty
Sensitive data flows through 
OpenAI's infrastructure: privacy 
uncertainty, compliance risks, 
lost enterprise revenue
No Flexibility
Locked into a single model: no 
choice, control, or flexibility
Rising Costs
Cost grows rapidly—scaling with 
GPT-4o at $2.50 per million tokens 
threatens ROI
Switch to Amazon Bedrock for performant, cost effective gen AI production workloads
    3/11

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Why Build on Amazon Bedrock?
Data never leaves your AWS VPC
Full data sovereignty, inherit SOC 2 / HIPAA / 
FedRAMP compliance
Freedom of model choice
Claude 3, Nova Pro, LLaMA, and 20+ more; choose the 
best model for each task
85% lower costs
Nova Pro at $0.36/million tokens vs GPT-4o at 
$2.50/million
Enterprise-scale support
Built-in benchmarking, and explainability
    4/11

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Why Traditional Migrations Fail
Treated as "find and 
replace"
Hardcoding APIs
Ignoring prompt nuance
Conversational styles vary 
between models
Embedding mismatches
Degrade search/retrieval quality
Lacking systematic 
quality validation
Breaking in production
"Big bang" 
deployments
Risking costly rollbacks
    5/11

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Our Solution
GoML's Unified Migration Framework
1
Unified Model Interface
Switch models via config, not code. Full-fledged abstraction layer for switching models in the future.
2
Adaptive Prompting Engine
Transforms prompt format for each model, guarantees 
peak performance
3
Embeddings Migration
Re-index data for new model to maintain/improve 
search quality
4
Evaluation Harness
Compare Bedrock and OpenAI outputs side-by-side 
pre-launch
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Week 1
Assessment & Planning
Week 2
Secure, zero-downtime migration
Streamlined phases: Shadow Mode, Canary Releases, no disruption for users
Updated Codebase
Codebase updated to chosen model
Documentation
Updated prompt templates, 
documentation
Release
Progressive rollouts with instant 
rollbacks
Seamless Migration Process
2 Weeks to Production
    7/11

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Proven Results
Real-World Outcomes
Case 1: Mariana.AI
Clinical reporting migrated to Claude 
on Bedrock. More accurate, on-tone, 
compliant, with built-in benchmarks
Case 2: Doppelio
Secure, scalable, multi-modal AI 
agents on Bedrock for software 
testing teams.
Case 3: Ojje
Instant, curriculum-aligned story 
generation at scale using Bedrock 
Agents and Claude
Case 4: GetAsset
Fully automated on Bedrock for more 
accurate, scalable, and cost-efficient 
transaction classification.
Case 5: BioEureka
AI powered pathogen detection with a 
secure, future-ready foundation on 
AWS and Bedrock.
    8/11

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ROI Calculator
Calculate Your Savings
Calculate your savings now >
    9/11

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$0
Zero cost migration
With GoML's proven Unified Migration Framework. Fully AWS and GoML funded.
Migrate to Bedrock with Zero Cost
15+
Enterprise Migrations in 2025
$10M+
AI Workloads Migrated
    10/11

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Zero Cost Migration Delivered
In 2 weeks.
Unlock the full potential of gen AI on Bedrock today!
With GoML: Deep Tech Migration Partner for Amazon Bedrock 
Contact Us
marketing@goml.io
Visit Our Website
Open AI to Bedrock Migration
    11/11

    Migrate AI apps from OpenAI to Amazon Bedrock in 2 Weeks

    • 1. preencoded.png Migrate to Amazon Bedrock in 2 Weeks We are a deep tech gen AI migration partner
    • 2. preencoded.png AWS Gen AI and Amazon Bedrock Migration Partner 15+ enterprises migrated to Amazon Bedrock $10M+ in Gen AI workloads migrated (2025) Specialized in migrating production workloads to Bedrock in 2 weeks
    • 3. preencoded.png The Challenge OpenAI is perfect for pilots; hard to scale with Privacy Uncertainty Sensitive data flows through OpenAI's infrastructure: privacy uncertainty, compliance risks, lost enterprise revenue No Flexibility Locked into a single model: no choice, control, or flexibility Rising Costs Cost grows rapidly—scaling with GPT-4o at $2.50 per million tokens threatens ROI Switch to Amazon Bedrock for performant, cost effective gen AI production workloads
    • 4. preencoded.png Why Build on Amazon Bedrock? Data never leaves your AWS VPC Full data sovereignty, inherit SOC 2 / HIPAA / FedRAMP compliance Freedom of model choice Claude 3, Nova Pro, LLaMA, and 20+ more; choose the best model for each task 85% lower costs Nova Pro at $0.36/million tokens vs GPT-4o at $2.50/million Enterprise-scale support Built-in benchmarking, and explainability
    • 5. preencoded.png Why Traditional Migrations Fail Treated as "find and replace" Hardcoding APIs Ignoring prompt nuance Conversational styles vary between models Embedding mismatches Degrade search/retrieval quality Lacking systematic quality validation Breaking in production "Big bang" deployments Risking costly rollbacks
    • 6. preencoded.png Our Solution GoML's Unified Migration Framework 1 Unified Model Interface Switch models via config, not code. Full-fledged abstraction layer for switching models in the future. 2 Adaptive Prompting Engine Transforms prompt format for each model, guarantees peak performance 3 Embeddings Migration Re-index data for new model to maintain/improve search quality 4 Evaluation Harness Compare Bedrock and OpenAI outputs side-by-side pre-launch
    • 7. preencoded.png Week 1 Assessment & Planning Week 2 Secure, zero-downtime migration Streamlined phases: Shadow Mode, Canary Releases, no disruption for users Updated Codebase Codebase updated to chosen model Documentation Updated prompt templates, documentation Release Progressive rollouts with instant rollbacks Seamless Migration Process 2 Weeks to Production
    • 8. preencoded.png Proven Results Real-World Outcomes Case 1: Mariana.AI Clinical reporting migrated to Claude on Bedrock. More accurate, on-tone, compliant, with built-in benchmarks Case 2: Doppelio Secure, scalable, multi-modal AI agents on Bedrock for software testing teams. Case 3: Ojje Instant, curriculum-aligned story generation at scale using Bedrock Agents and Claude Case 4: GetAsset Fully automated on Bedrock for more accurate, scalable, and cost-efficient transaction classification. Case 5: BioEureka AI powered pathogen detection with a secure, future-ready foundation on AWS and Bedrock.
    • 9. preencoded.png ROI Calculator Calculate Your Savings Calculate your savings now >
    • 10. preencoded.png $0 Zero cost migration With GoML's proven Unified Migration Framework. Fully AWS and GoML funded. Migrate to Bedrock with Zero Cost 15+ Enterprise Migrations in 2025 $10M+ AI Workloads Migrated
    • 11. preencoded.png Zero Cost Migration Delivered In 2 weeks. Unlock the full potential of gen AI on Bedrock today! With GoML: Deep Tech Migration Partner for Amazon Bedrock Contact Us marketing@goml.io Visit Our Website Open AI to Bedrock Migration


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