Bring your OpenAI workloads to AWS without giving up the latest models your teams already use. Before you migrate anything, feature gap triage tells you in plain terms what ports cleanly, what needs a workaround and what should wait, including how your data isolation and residency posture changes on Bedrock. Bedrock supports a subset of OpenAI capabilities at launch. As one of a select few OpenAI-on-Bedrock launch partners, Loka reviews your production workloads against the current Bedrock feature set.
From there we benchmark your setup on Bedrock, map your architecture from API surface to model routing and data flows, and build a roadmap that won't disrupt your team. You get it in one week. If the plan looks good, Loka can own the full migration, done in under five weeks for most projects.
Why Asses with Loka
Deep feature gap triage
Inventory your workloads before signing off on any migration budget. No guesswork, no scope creep on day one.
Decide workload by workload
Every blocking gap surfaced with a go, wait, or re-architect recommendation, and an AWS-native alternative for each feature.
Backed by production, not pilots
Half of our 500+ GenAI and agentic projects since 2023 are in or moving to production, most for customers in regulated industries.
Unify your
stack
One bill, one IAM, one audit trail. The latest models, vector DBs, agents, observability, and data in one place, with AWS funding available for qualifying workloads.
How It Works
Assessment & Workload Inventory (2-3 days)
Inventory your production OpenAI workloads: models, API surface, features in use, data flows, and any regulated or compliance requirements.
Gap Mapping
(3-4 days)
Map each workload against the current Bedrock feature availability table. Surface any blocking gaps, for example hosted web search, file search, computer use, remote MCP servers, WebSocket connections, or audio input, and identify AWS-native or alternative options for each.
Recommendation
(1 to 2 days)
A per-workload go, wait, or re-architect recommendation, delivered in a plain readout deck your team can act on immediately.
Who Is This For?
Teams unsure whether their OpenAI workloads can migrate to Bedrock before committing budget
Companies running OpenAI in production and weighing whether to migrate before committing resources
Teams who have heard about Bedrock feature gaps and want to know exactly which ones apply to them
Teams whose InfoSec or procurement org has flagged OpenAI direct
Teams that want their models in the same place as the rest of their apps and data, under one bill and one audit trail
What Loka Delivers to You
Benchmark vs your OpenAI workloads
Cost, performance, security, and latency on Bedrock measured against your existing OpenAI setup.
Blocking gap list with alternatives
Every gap identified with a clear AWS-native or workaround option, or a plain wait recommendation per feature.
Per-workload recommendation roadmap
Go, wait, or re-architect for each workload, with the reasoning your team can share with leadership and audit later.
Executive Go/No-Go & option to migrate
A board-ready summary with the option to move fast into full migration with Loka.
Helping Leaders Make Sense of the Technical Landscape Since 2004
