On-prem to cloud
AWS · GCP · Azure · Databricks · Snowflake · dbt
Agentic Migrations
Migrations, made faster by agents.
On-prem to cloud, cross-cloud and tool-to-tool migrations, made faster through agents.
Why migrations stall.
Migrating a data estate means re-working large volumes of legacy code and pipelines while keeping security, coding standards and cloud cost under control. Done by hand, it is slow, repetitive and hard to keep consistent.
Three migration patterns.
Cross-cloud
Moving workloads from one cloud platform to another
Tool-to-tool
Re-platforming from one data tool to another
What the agents add.
Added security
Security controls built into the migration workflow.
Standardised coding
Consistent, standards-aligned output across the estate.
Token and cost control
Intelligent token management and cost optimisation for LLM usage.
Context understanding
Agents work from the context of the source system before converting it.
Reusable skills
Skills and capabilities built once and reused across agentic workflows.
Repeatable, reviewed, governed.
SOP-driven delivery
Repeatable runbooks, checklists and validation for pipelines and migrations.
Review at every stage
Review steps for code, pipelines and tests, with human sign-off wherever it's required.
Lineage-led decisions
Lineage drives impact analysis and the safe decommissioning of unused assets.
Your controls, your tools
We complement your governance stack and follow your security and access policies.
7+ yearsData and platform migrations.
Starter engagement
Start with one migration slice.
Our fixed-scope accelerator is the simplest way to start. It applies our agentic frameworks to one use case, migration slice or pipeline: proving value before a larger commitment, with a working result on a defined scope.
Scope is agreed together after a 15-minute call.
For Snowflake, Databricks and dbt migrations for teams in the US, the UK, India, Australia, the Middle East and Southeast Asia.
AW Rostamani · Mondelez · Inmar · Spin Master
Client names refer to programmes led or delivered by Soamiq's founder, including in prior roles. They are shared for reference only and do not imply endorsement.
Have an open requirement? Let's map it in 15 minutes.
Bring one data, agentic AI or governance requirement, and we will map it to the right engagement model.
hello@soamiq.ai · +91-9599654303 · We reply within 1 business day.