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Lakehouse Data Migration Services to Accelerate and De-Risk Your Transformation
Data Migration Services
Accelerate Your Migration to a Lakehouse with Confidence
At insightfactory.ai, we combine deep expertise, proven experience, and cutting-edge AI technology to simplify and speed up complex data migrations. From legacy systems to modern lakehouse architectures, we deliver faster outcomes, lower risk, and production-grade results at scale.
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Modern Data Migration to Lakehouse with AI Automation
Next Generation Data Migration
At insightfactory.ai, we’ve taken everything we’ve learned from years of delivering large-scale, high-stakes data migrations and built a better way. By combining our deep professional services expertise, cutting-edge Lakehouse knowledge, and the power of the Insight Factory platform, we’ve developed a next-generation migration approach. Powered by our agenticmigration.ai framework, this solution automates the most complex and error-prone steps of migration, enabling organisations to move faster, reduce risk, and get to value sooner.
Why Choose insightfactory.ai for Your Data Migration
At insightfactory.ai, we bring together a rare combination of capabilities that make us uniquely equipped to deliver your data migration. Our end-to-end, enterprise-grade Insight Factory platform provides the foundation. Our agenticmigration.ai framework accelerates the move from legacy systems to Lakehouse with intelligent automation. And our expert team of senior data engineers brings proven experience delivering large, complex migrations at scale ensuring speed, accuracy, and lasting value.
Having experienced firsthand the complexity of large-scale data migrations, we set out to build a solution that would simplify the process, minimise errors, and dramatically accelerate the path to Lakehouse. With the Insight Factory and agenticmigration.ai, that’s exactly what we’ve delivered.
Danny Pallotta - Head of Data Engineering
Dramatically Reduced Delivery Time
Accelerate your migration timelines with our AI-powered agentic framework and automated pipelines reducing effort, risk, and time-to-value without compromising quality.
Less Manual Effort, Fewer Errors
By automating mapping, transpilation, and reconciliation, our agentic framework eliminates manual handoffs and reduces human error—delivering more accurate, production-grade outcomes at scale.
Powered by Insight Factory
The Insight Factory platform is the enterprise-grade backbone for your migration ingesting source data, deploying AI-generated pipelines, and operating your Lakehouse with security, scale, and reliability.
Simplified Deployment
With the Insight Factory’s built-in deploy capability, moving complex production lines from development to production is streamlined making release management faster, safer, and far less manual.
Expert Team, Proven Delivery
the Insight Factory isn’t just a platform it’s powered by a senior team of Migration Engineers with deep, real-world experience delivering complex data migrations at scale.
Proven Large-Scale Expertise
With a track record of successful migrations across industries, insightfactory.ai has delivered some very large and complex legacy-to-lakehouse transitions globally.
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Accelerate Legacy Data Migrations with AI-Powered Automation
Our AI: AgenticMigration.AI
At the core of insightfactory.ai’s next-gen migration capability is AgenticMigration.AI, our AI-powered agent framework purpose-built to accelerate and automate data migrations. Designed to tackle the complexity, scale, and fragility of traditional migration approaches, AgenticMigration.AI uses intelligent agents to ingest legacy code, map data logic, transpile it to modern languages, reconcile outputs, and optimise performance, delivering production-grade pipelines directly into your Lakehouse environment. Combined with the Insight Factory platform, it dramatically reduces the cost, time, and effort required to execute complex data migrations at scale.
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Deploy Lakehouses Faster with the Insight Factory Platform
Our Technology: the Insight Factory
The Insight Factory provides the foundation for modern data migrations it can ingest data from hundreds of source systems, powering agenticmigration.ai, and enabling seamless deployment to production.
From ingestion to operation, the Insight Factory platform manages your entire migration lifecycle, ensuring scalable, governed, and optimised lakehouse outcomes. With hundreds of Lakehouses deployed globally, Insight Factory delivers proven speed and reliability for enterprise migrations.
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Senior Expertise That Delivers Migration Success
Our People: Expert Migration Engineers
Technology alone isn’t enough data migrations are complex, long-running initiatives that demand deep expertise, stakeholder alignment, and disciplined execution. At insightfactory.ai, our senior data engineering practitioners have led some of the largest and most successful migrations to Lakehouse platforms in recent years. Backed by hands-on experience and powered by Insight Factory technology, our team ensures your migration is delivered with precision, pace, and impact.
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Our Data Migration Delivery Approach: Collaborative, Proven, Scalable
How We Work with Customers
We work closely with your team to understand your existing landscape, align to your strategic goals, and design a migration plan tailored to your priorities and constraints. From planning to production, we bring expert engineering, AI acceleration, and a proven framework to deliver secure, high-quality migrations on time and with confidence.
Replatforming to Insight Factory
insightfactory.ai modernised ARTC’s data landscape by migrating its data ecosystem to a scalable, secure and supported Lakehouse platform “The Insight Factory” reducing internal overhead, and driven enablement of AI-driven use cases under a fully managed services model.
Enterprise Scale Migration
Leveraging its Insight Factory platform, AgenticMigration.AI framework, and seasoned engineering expertise, insightfactory.ai is accelerating the enterprise-scale migration of Downer Group’s fragmented legacy systems to a modern, unified data Lakehouse. Delivering high-speed, low-risk transformation with governance, automation, and standardisation, on track for completion ahead of schedule.
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Frequently Asked Questions About Data Migration Services to Lakehouse
FAQs
Data migrations can be complex, risky, and time-consuming. These frequently asked questions address common concerns and explain how insightfactory.ai accelerates your migration to a modern Lakehouse with speed, confidence, and quality.
What makes insightfactory.ai different from other migration providers?
insightfactory.ai brings a unique combination of enterprise-grade platform technology, AI-powered automation, and experienced data migration professionals. Our agenticmigration.ai solution drastically reduces manual effort, improves accuracy, and accelerates delivery. Unlike generalist providers, we specialise in Lakehouse migrations with all of our capability specifically oriented around modern data platforms, particularly the Databricks Lakehouse. This focus ensures deep integration, proven patterns, and higher success rates for Lakehouse adoption.
Can you migrate from any legacy data platform?
Yes. We support migrations from a wide range of legacy systems including on-premise data warehouses, traditional SQL environments, and cloud databases, using our extensive library of prebuilt connectors and ingestion agents.
Do you only migrate to Databricks Lakehouse environments?
Yes. Our entire data migration strategy is purpose-built to move you from legacy platforms to modern data environments, specifically, the Databricks Lakehouse. All of our agenticmigration.ai technology, migration processes, and platform capabilities are optimised for the Databricks Lakehouse architecture. This focused approach ensures deeper integration, faster time-to-value, and a streamlined migration journey tailored to your future-state platform.
What happens after the migration is complete?
Once your migration is complete and your workloads have been deployed to production, the Insight Factory platform continues to deliver value through its built-in Operate layer. This layer provides robust operational structures to monitor performance, maintain system health, simplify issue triage, and manage your entire production estate seamlessly. One of the key benefits of using the Insight Factory is that these capabilities are ready to go as soon as your migration enters production. Additionally, insightfactory.ai offers optional production support services, so your newly migrated Lakehouse workloads can be fully supported from day one ensuring stability, reliability, and ongoing optimisation.
Do you offer partial or staged migration options?
Yes, we offer flexible migration approaches tailored to your organisation’s needs. This includes both partial and staged migrations, allowing you to move specific systems, data domains, or workloads in phases rather than all at once. We also support different migration strategies whether you’re looking to perform a like-for-like replatforming of your existing environment or want to use the migration as an opportunity to modernise, optimise, and restructure your solution. This could involve redesigning your semantic models, restructuring schema layers, or adopting Lakehouse-native design patterns.
Our expert team will help define the right strategy based on your goals, timelines, and technical landscape.
How long does a typical migration take?
There’s no one-size-fits-all answer, the duration of a data migration depends heavily on the size, complexity, and structure of your existing environment. Simpler migrations can be delivered rapidly, while large-scale or highly integrated systems naturally take longer. However, with insightfactory.ai’s agenticmigration.ai solution and automation-first approach, even complex migrations are typically completed significantly faster than traditional manual methods. It’s also important to consider that data migration extends beyond just the transfer of data, dashboards may need to be repointed, integrations re-established, and dependent systems validated to ensure everything works seamlessly in your new Lakehouse environment.
We work closely with your team to scope, sequence, and deliver each migration stream in a structured, controlled way.