OpenAI to AWS
Migration Assessment
Plan your OpenAI migration to AWS in under 2 weeks, 100% funded by AWS.
Bring your OpenAI workloads to AWS without giving up the latest models your teams already use. As one of a select few OpenAI-on-Bedrock launch partners, with over 500+ GenAI and Agentic launches since 2023, Loka delivers a full assessment in as little as two weeks.
In this rapid engagement, Loka benchmarks your current OpenAI setup against OpenAI on Amazon Bedrock, maps your architecture, and builds a roadmap to migrate the right way without disrupting your team or operations. If the plan looks good, Loka can own the full migration — in most environments, we migrate fully in under five weeks.
Why Plan with Loka?
Keep Your Models
Run OpenAI on Bedrock with AWS security, networking, and identity. No data leaves your AWS account.
Unify Your Stack
One bill, one IAM, one audit trail. AWS credits apply. The latest models, vector DBs, agents, observability and data in one place.
Compliance Built In
HIPAA, SOC 2, ISO... the AWS security you already trust now extends to OpenAI workloads.
How It Works
Phase 1: Assessment
(1 week)
We inventory your current OpenAI usage — prompts, models, latency baselines, cost, data flows, security posture and compliance gaps. You don’t need to prepare anything; we come to you.
Phase 2: Benchmarking
(1 week)
We run your real workloads against OpenAI on Bedrock, Amazon Nova, Anthropic Claude and fine-tuned open source. Every comparison uses your actual prompts and data, not synthetic benchmarks.
Phase 3: Recommendation
(1 week)
You get a per-workload recommendation, a sequenced migration roadmap covering data residency, KMS, networking, identity, and observability and an executive Go/No-Go your leadership team can act on.
Who Is This For?
Organizations running OpenAI in production and looking to evaluate Bedrock's performance, cost and operational fit
Companies managing fragmented AI spend and seeking to consolidate governance, billing and infrastructure on AWS
Enterprises exploring a multi-model strategy across OpenAI, Anthropic and other foundation models
Businesses with security, compliance, or AWS-first requirements for deploying and governing AI workloads
What Loka Delivers to You
Multi-model benchmark
Cost, performance, latency, and security across OpenAI native, OpenAI on Bedrock and AWS-native alternatives, using your real workloads.
Custom criteria analysis
Tuned to your compliance requirements, domain specifics, regional data residency and AWS ecosystem needs.
Per-workload migration
Identity, networking, KMS, observability, data flows, sequenced and ready to hand to your engineering team.
Executive Go/No-Go
A per-workload recommendation and a single-page board-ready summary. Honest about what moves, what stays and why.
Helping Leaders Make Sense of the Technical Landscape Since 2004
