ACCELERATE M&A
DATA MIGRATION FROM
MONTHS TO WEEKS
Accelerate post-acquisition data migration with Agentic AI, intelligent transformation, and human-in-the-loop governance.
Request a demo
8–12 Weeks
Target Migration Timeline
>80%
Records Automated
Integration Status
Connect acquired-company systems, normalize data through a common data model, and migrate validated data into your target enterprise platform.
Powerful Capabilities Built for M&A Migration
Everything you need to automate, govern, and accelerate post-acquisition data migration.
Agentic Data Migration
Automate extraction, cleansing, transformation, and validation through specialized AI agents.
Common Data Model
Normalize data from diverse source systems into a consistent enterprise structure.
Intelligent Data Mapping
Map source schemas to destination structures with AI-assisted transformation.
Human-in-the-Loop Governance
Route ambiguous matches and transformation conflicts for human review.
Data Quality & Validation
Validate migrated data and apply quality gates before destination loading.
Immutable Audit Trail
Maintain exportable lineage and decision history through an append-only audit trail.
One Platform to Manage Every M&A Migration
Connect, normalize, transform, validate, and load data through one intelligent migration framework.
Connect
Connect source and destination systems.
Normalize
Bring source data into the Common Data Model.
Transform
Map and transform data to the destination schema.
Validate
Check data quality and route exceptions for review.
Go Live
Load validated data and complete post-load checks.
Seamless Integration with Your Existing Systems
Connect acquisition data across CRM, ERP, and enterprise systems through a flexible adapter framework.
CRM
Connect customer data across CRM platforms for seamless, accurate, and efficient post-acquisition data migration.
ERP
Integrate financial and operational data across ERP platforms for smooth and reliable post-acquisition data migration.
Enterprise
Connect critical enterprise systems to maintain operational data continuity throughout every acquisition and migration.
Flexible Sources
Connect legacy and custom systems through a flexible framework for reliable data migration across every acquisition.
Built for Every Team Behind an Acquisition
Empower M&A, IT, data, and security teams with a faster, more controlled approach to post-acquisition data migration.
Accelerate Post-Acquisition Integration
Move acquired-company data into the target environment faster while reducing the time and effort required to complete complex migration activities.
Simplify Complex Data Migration
Automate data mapping, cleansing, transformation, and validation across diverse source systems and target enterprise platforms.
Maintain Control Across Migration
Support data residency, governance, security, auditability, and human oversight throughout every stage of the migration process.
Build a Repeatable Migration Framework
Create a structured, reusable approach that helps teams manage data migration consistently across current and future acquisitions.
Explore the Quarks Engineering Ecosystem
Capabilities that support complex enterprise transformation.
Need Help Planning Your Migration?
Our experts can help you identify the right migration approach, systems, deployment model and implementation strategy for your next acquisition.
Talk to Our ExpertsAccelerate M&A Integration With Less Migration Effort
Measurable impact from every acquisition.
40%
Smaller HITL Queues
>40%
Lower Migration Cost
100%
Audit Trail Completeness
>95%
Post-Load Data Quality
Accelerate Your Next M&A Migration
Move acquired-company data faster, reduce manual migration effort, and build a repeatable foundation for every acquisition.
Frequently Asked Questions
How does the platform accelerate data migration?
The platform uses Agentic AI to automate key migration activities including intake, schema mapping, data cleansing, deduplication, transformation, validation, quality checks, destination loading, and post-load processing. By connecting these activities through one framework, the platform targets an 8–12 week time-to-live per acquisition.
What source and destination systems does the platform support?
The platform includes pre-built adapters for HubSpot, Salesforce, Dynamics 365, SAP S/4HANA, NetSuite, Sage Intacct/100, Zoho, Pipedrive, ServiceNow, and Workday. It also supports AI-assisted adapter generation for unknown systems, enabling the platform to work across diverse source and destination environments.
How does Agentic AI handle data mapping and transformation?
Specialized agents handle source intake, schema mapping, data cleansing, deduplication, matching, transformation, validation, and quality gates. The platform first normalizes source data into a neutral Common Data Model, then transforms it into the destination system's schema while routing unresolved conflicts for human review.
How does Human-in-the-Loop governance work?
Human-in-the-Loop governance keeps people involved where automated decisions require review. Ambiguous entity matches, quality-gate failures, and unresolvable transformation conflicts are queued for human review before migration proceeds. This provides oversight for critical migration decisions while allowing routine migration activities to remain automated.
How does the platform maintain migration traceability?
The platform includes an Immutable Audit Trail that captures full migration lineage and decision history. The audit information is exportable and stored using an append-only approach, providing a structured record of migration activity, decisions, and outcomes throughout the migration process.
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