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Our Data Migration Consulting Service Offerings

Our data migration consulting services cover readiness assessment, strategy and roadmap, target architecture, platform selection, modernization scope, and compliance planning for a smooth transition of legacy or fragmented data to modern platforms. Every engagement ends with a documented migration plan, which your team can execute internally or hand over to our data migration team for delivery.

Data Migration Readiness Assessment

Our data migration consultants assess source systems, data quality, dependencies, integrations, and infrastructure to determine migration readiness. We identify risks, data gaps, compatibility issues, and remediation needs, helping teams define migration scope, sequencing, validation requirements, and prerequisites before execution.

Data Migration Strategy and Roadmap

We define a data migration strategy aligned with business goals, technical environments, and operational requirements. Our data migration consultants set the migration sequence, map system dependencies, and decide the cutover and rollback approach in phases. We deliver a roadmap with defined timelines, ownership, and the effort required for each phase.

Migration Program Review and Recovery

When migration programs go over budget or get stuck midway, our data migration specialists review migration strategies, pipeline code, dependencies, reconciliation processes, and delivery evidence to identify bottlenecks. We create recovery plans to stabilize completed workloads, correct sequencing issues, address critical gaps, and restore progress.

Data Modernization Planning

As part of the data migration consulting service, we guide you on which parts of your data need to be redesigned and which can be migrated as is. This includes schema modernization, ELT pipeline refactoring, stored procedure rationalization, semantic layer consolidation, and the standardization of data definitions across business functions.

Target Architecture & Platform Selection

We define the target architecture and recommend a platform based on your workload profile. Our cloud data migration consulting covers evaluation of Snowflake, Databricks, BigQuery, Redshift, and Microsoft Fabric on scalability, performance, storage, concurrency, and integration requirements, with a total cost of ownership comparison.

Migration Risk and Compliance Advisory

Our data migration consultants provide guidance on security, governance, and compliance throughout migration. We set the requirements for data lineage, consent, retention, residency, audit evidence, and de-identification, while aligning migration controls with HIPAA, GDPR, PCI DSS, and SOC 2 requirements to ensure a secure transition.

Our Case Studies with Measurable Outcomes

Teradata to Snowflake Migration Advisory for a US Insurer

Industry: Insurance

Core Technology: Snowflake, dbt, Fivetran, Tableau

A US insurance provider ran claims and underwriting analytics on a hardware-bound Teradata warehouse that struggled under peak-hour loads. We assessed the estate, defined a Snowflake target architecture, and designed a phased migration plan with governance and metric standards upfront. After implementation, analytics ran 60% faster with no peak-hour failures, and Teradata was retired without disrupting operations.

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Data Consolidation Advisory for an EU Bank

Industry: Banking & Financial Services

Core Technology: Databricks, Fivetran, Apache Kafka, Power BI

An EU bank held customer data across core banking, cards, digital banking, and CRM, with inconsistent customer definitions and resulting GDPR gaps. We provided data migration consultancy and analyzed the fragmented sources, designed a unified customer data architecture on Databricks, and defined governance and consent frameworks. After implementation, cross-sell conversion rose 3.2x, while revenue per active customer increased 28%.

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Legacy Platform and ETL Migration to Snowflake for a US Bank

Industry: Banking & Financial Services

Core Technology: Snowflake, dbt, Fivetran, Power BI

A US bank relied on overnight ETL processes that delayed fraud detection and risk reporting. Our experts checked the legacy pipelines, defined a Snowflake target architecture, and planned the migration with lineage and governance evidence ready for regulators at cutover. After implementation, reporting moved close to real time, while ETL costs decreased and operational visibility significantly improved.

Read detailed case study

De-Risk Your Data Migration With Expert Guidance

Talk to our data migration consultant to assess your current environment, identify migration risks, and define the right strategy for a secure, scalable transition to your target platform.

Our Engagement Models

Whether you need an independent migration advisory or a team to take your migration from planning through cutover. Choose the right data migration consulting model that fits your migration stage, internal capabilities, and delivery needs.

Data Migration Advisory

Data Migration Advisory

Work with a senior data migration consultant on an ongoing basis. We review your target platform choice, migration sequence, and rollback approach, and provide an independent assessment of migration plans prepared by your team or a delivery partner. Your team retains ownership of the program and gets to engage us for expert guidance.

Data Migration Consult & Implement

Data Migration Consult & Implement

Our data migration experts combine planning with delivery, so the same team that plans the migration also runs it. The engagement covers pipeline development, phased data movement, reconciliation, testing, cutover, and legacy decommissioning. The project accountability stays with one team across planning and delivery.

What Clients Say About Us

Hear what our customers have to say about their experience with our data migration consulting services and how we've helped them turn complex migrations into seamless, successful outcomes.

Daniel Gray

Daniel Gray

CTO, US Healthcare Provider

"We were considering several cloud platforms, but we wanted an assessment based on our workload profile, and not on the features they bring. Bacancy Technology compared the options against data volumes, workloads, integrations, and expected growth, helped us with the final selection, and even guided us through the implementation."

Lasha Shiron

Lasha Shiron

VP, EU Regional Bank

"The data migration readiness assessment conducted by experts uncovered several dependencies that were not documented in our original migration plan. They identified dependencies before development began, helped us change the project sequencing, and prevented critical issues that would have been much harder to resolve during deployment."

Josh Green

Josh Green

CDO, US Insurer

"Our data migration had started to drift from the original plan, and we needed an independent view of what was going wrong. The team at Bacancy Technology quickly helped us identify the gaps in our approach and determine where we needed to adjust the plan. Their guidance gave our team a clear way forward without having to revisit the entire migration."

Why Choose Bacancy Technology for Data Migration Consulting Services?

We, at Bacancy Technology, are a leading data migration consulting services provider, delivering to clients across the USA, Europe, the Middle East, and APAC, with a team of certified data engineers and 14+ years of experience delivering 400+ data migrations for enterprises across BFSI, healthcare & other key industries.

We work alongside your team to decide which systems move, which platform they move to, and how to sequence the migration, along with post-migration support and guidance. Every engagement is backed by a senior data migration consultant with experience across both legacy and cloud-native environments.

Why Choose Bacancy Technology for Data Migration Consulting Services?

What We Offer as a Top Data Migration Consulting Company:

  • Platform-Neutral expertise across Snowflake, Databricks, BigQuery, Redshift, and Microsoft Fabric, with migrations delivered in both directions between platforms.
  • Legacy data modernization expertise covering Teradata, Oracle, Netezza, DB2, SQL Server, Hadoop, and mainframe estates.
  • Industry-Specific expertise across banking, financial services, healthcare, and insurance.
  • Validation and reconciliation by design with parallel-run comparison, row-count and checksum reconciliation, and cutover acceptance criteria defined during planning.
  • Security, governance & compliance support with delivery experience across HIPAA, GDPR, PCI DSS, and SOC 2, backed by ISO/IEC 27001:2022 certification.
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Frequently Asked Questions

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It is the planning and advisory work required to move data between systems safely, accurately, and with minimal disruption. A data migration consultant assesses the source environment, evaluates target platforms, designs the migration architecture, defines migration waves, and establishes reconciliation and validation criteria.

A typical engagement includes source system assessment, data quality profiling, dependency and lineage mapping, target platform evaluation, migration architecture, wave planning, reconciliation and validation specifications, cutover and rollback planning, compliance controls, and effort estimation.

The cost of data migration consulting services depends on the scope and complexity rather than data volume. A migration readiness assessment for your data and the associated single source system can take some two to four weeks and gets priced accordingly, while a full data migration advisory and implementation engagement across multiple sources with regulatory requirements can take more time and cost considerably more. These engagements can be priced on an hourly rate, or on a fixed-scope project or retainer basis.

A typical data migration assessment takes two to four weeks. Where a focused single-source assessment may be completed in around ten working days, while complex estates involving mainframes, undocumented ETL, multiple applications, or extensive downstream reporting may require the full assessment period.

The right time to hire data migration consultant is before you select the target platform and commit to a migration approach. Decisions made at that stage determine what the migration costs and how long it runs, and they are expensive to reverse once delivery has started. Early data migration consultation can help establish what should be migrated, archived, or retired, which target platform fits your workloads, how the migration should be sequenced, and how data quality will be validated.

Yes. Our data migration consulting team can independently review an existing migration strategy, architecture, transformation logic, migration code, dependencies, and reconciliation results. We identify gaps, delivery risks, under-scoped work, and issues that could delay cutover, then provide clear recommendations and a practical recovery plan.

We classify datasets based on business usage, regulatory retention requirements, downstream dependencies, data ownership, and historical value. The frequently accessed or business-critical data is prioritized for migration, while data with retention requirements but limited operational use may be moved to lower-cost archive storage. When the data has no active use, regulatory requirement, or confirmed business owner can become a retirement candidate. This approach helps reduce unnecessary migration scope, cost, and risk.

We select migration tools and target platforms based on your actual workloads rather than relying solely on published benchmarks. We evaluate query patterns, concurrency, data volumes, integration requirements, security, scalability, operational complexity, and total cost of ownership.

As regulatory compliances are incorporated into the migration architecture and control framework. Data migration consultants define requirements for lineage, access controls, masking, retention, consent, audit trails, and validation across the migration lifecycle. For regulated environments, our data migration specialists support requirements associated with frameworks and regulations, including HIPAA, GDPR, PCI DSS, and SOC 2.

We provide both data migration advisory and implementation services. Our advisory engagements end with a validated migration strategy, architecture, roadmap, and execution plan that your internal team or another delivery partner can use. For data migration consulting and implementation, we stay involved through pipeline development, migration waves, reconciliation, testing, cutover, and legacy decommissioning.

Bacancy Technology has delivered 400+ data migrations for enterprises across banking, insurance, healthcare, and other data-intensive, regulated industries. Its vetted team of migration consultants brings expertise across Snowflake, Databricks, BigQuery, Redshift, and Microsoft Fabric, with experience executing migrations in both directions between platforms. Their cross-platform expertise enables migration recommendations and roadmaps to be tailored to each client's workload profile, business requirements, and technical environment rather than being biased toward a single platform. Their engagements conclude with a documented migration plan for the client's internal team to execute or continue through implementation with the same consultants involved.