ENTERPRISE MODERNIZATION / Cloud Modernization
Turn cloud migration into a business advantage.
Moving to the cloud doesn't automatically improve how your infrastructure performs. We assess each workload individually and apply the migration strategy that delivers the right balance of cost, scalability, and resilience.
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TECHNICAL CAPABILITIES
The expertise to architect cloud environments around your needs
Migration strategy & execution
We assess each workload individually and select the right path - rehost, replatform, refactor, repurchase, retire, or retain - then migrate to AWS, Azure, or Google Cloud with architecture built for where it's landing, not where it came from.
Cloud-native re-architecture
Where it makes sense, we re-architect for serverless computing, managed services, and auto-scaling - including hybrid and multi-cloud environments where business requirements call for them.
FinOps & security governance
We build FinOps practices into the migration for cost predictability and control, and align security posture and compliance from day one - not bolted on after workloads are already live.
OUR Approach
Migration strategies built around your environment
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01
Assess
Assess cloud readiness workload by workload.
02
Select strategy
Select the right migration strategy for each system - rehost, replatform, refactor, repurchase, retire, or retain.
03
Migrate & modernize
Migrate to AWS, Azure, or Google Cloud with architecture designed for the target environment. Re-architect for cloud-native capabilities where appropriate.
04
Secure & Control
Build security and compliance into the migration while implementing FinOps for cost predictability and control.
05
Operate
Provide ongoing managed cloud operations following migration.
Outcomes
Performance that keeps pace with the business
Scale with demand
Infrastructure that scales in line with actual demand.
Control infrastructure spend
Reduced and more predictable infrastructure costs.
Strengthen resilience
Improved resilience and disaster recovery capability.
Deploy faster
Faster provisioning and deployment timelines.

Tech stack
The technology behind the transformation








FAQ
Frequently asked questions
How fast can you start?
No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.
Can the work be co-authored or made public?
No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.
How do you handle confidentiality and data?
No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.
Do you run the actual training?
No. We build the substrate environments, reward models, eval harnesses, data pipelines, feedback loops and hand it to your training infrastructure. You run the GPUs. We run the engineering around them. That lane discipline is part of why we work as a partner, not a vendor.




