Data Management Software Migration for Baton
Baton partnered with Ksense to execute a secure Knack to SQL migration, implementing modern data management software that preserves data accuracy, scales with growth, and supports enterprise data handling requirements.
Baton is a leading B2B referral platform whose business model depends on the accurate and timely flow of customer and partner data. As traffic and referral volume increased, their existing Knack implementation started to show limits and could no longer support the level of reliability they needed from their data management software.
Ksense Technology Group helped Baton execute a secure platform data transfer from Knack to a modern SQL backed architecture. By applying best practices in enterprise data handling software and SQL migration services, the team preserved data integrity, reduced risk, and created a scalable foundation for long term growth.
Overview
Baton’s platform processes large volumes of referral activity, user submissions, and analytics. Over time, performance bottlenecks, scalability concerns, and data integrity risks emerged as clear constraints. The underlying system needed to evolve from a low code application into a purpose built data management software stack.
The team wanted to protect years of operational data while upgrading to a scalable database architecture. A failed migration or partial transfer would have been costly for both Baton and its customers, so reliability was a top priority.
Ksense designed a step by step migration path from Knack to SQL that combined automated syncing, schema mapping, and continuous validation, ensuring a smooth transition without compromising service quality.
Client Profile
Baton is a rapidly growing B2B referral company that connects partners and customers through a high volume digital platform. The business relies on trusted data, fast response times, and accurate reporting to deliver value.
- High volume B2B referral platform with growing traffic and data complexity.
- Operations depend on accurate, real time information about partners and customers.
- Engineering team responsible for both platform stability and ongoing feature development.
As the platform scaled, Knack’s limitations made it difficult to maintain performance, evolve the schema, or manage risk. Baton needed modern data management software that could handle enterprise level workloads and support future product plans.
Challenge
Baton had outgrown its initial low code infrastructure. While Knack provided a solid starting point, it was no longer suited for advanced enterprise data handling software needs. Migrating to SQL without disrupting daily operations or compromising data integrity was the core challenge.
- Performance bottlenecks on Knack affected user experience as referral volume increased.
- Scalability concerns made it risky to continue relying on the existing platform for long term growth.
- Data integrity risks, including inconsistent records and structure, threatened reporting accuracy.
- Platform constraints limited new feature development and slowed down product innovation.
Baton needed a structured migration plan that would deliver a secure platform data transfer to SQL, maintain business continuity, and align with best practices in data management software design.
Solution
Ksense approached the Baton project as a full lifecycle SQL migration services engagement. The team combined detailed field mapping, type safe development, and active syncing between Knack and SQL to deliver a resilient scalable database architecture for the platform.
- Collaborative data mapping and analysis: Ksense worked closely with Baton to understand the existing Knack schema and align every field with the new SQL database design, ensuring a clean transition to modern data management software.
- Structured migration plan: a step by step blueprint that covered export, transform, load, validation, and cutover, all designed to minimize disruption while the business continued to operate.
- Active one way data syncing: during testing, data flowed from Knack into SQL so the new environment remained up to date, allowing Baton to validate behavior before fully switching.
- Type safe, error resistant development: using PlanetScale, TypeScript, and Zod, Ksense enforced strong typing and validation rules across the migration and application logic, reducing runtime errors.
- Ongoing iteration and support: as Baton refined the new platform, Ksense updated schemas, adjusted mappings, and resolved issues, following patterns used in mature enterprise data handling software implementations.
The result is a tailored data management software stack that keeps Baton’s data secure, consistent, and ready for future growth.
In the new SQL backed environment, Baton gains clearer insight into referral activity, more flexible reporting, and a stronger foundation for new features. The platform’s scalable database architecture keeps pace with traffic growth while maintaining fast, reliable access to critical records.
Impact
The migration project delivered a stable, scalable platform built on modern data management software principles. Baton now operates with a stronger technical backbone and lower risk.
- Seamless transition from Knack to a robust SQL based platform with minimal disruption to users.
- Preserved data accuracy and integrity throughout the migration, supported by strong validation.
- A future ready foundation that can handle increased traffic and more complex product features.
- Greater confidence for leadership, knowing that sensitive data is handled securely and professionally.
The project shows how expert SQL migration services and enterprise data handling software practices can transform a growing platform from a constrained environment into one designed for scale.
Conclusion
Baton’s experience highlights the value of working with a partner that understands both application development and data management software architecture. By moving from Knack to SQL with a carefully planned migration, the company secured its data and unlocked new room for growth.
For teams facing similar constraints, the next step is often a tailored migration that combines secure platform data transfer, SQL migration services, and a resilient scalable database architecture built around the realities of the business.
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