Move Business Data Between Connected Systems Faster

Barberry Labs applies the approach proven in two real migrations to other business systems that provide suitable APIs, connectors, exports, database access or MCP tools.

Two real migrations established the approach: Dropbox to SharePoint and SYSPRO to Zoho. In both cases, Klara reduced repetitive consulting work while customer leaders retained approval of access, mappings, balances and go-live. The same delivery approach can be assessed for other connected business systems.

Two real examplesDropbox → SharePoint and SYSPRO → Zoho
Connected source → targetAPIs, connectors, exports, database access or MCP tools
~75% less effortCombined result across the two migrations
70–79%less consulting effort across the two completed examplesThe SharePoint migration reduced effort by 79%; the Zoho migration reduced it by 70%.
Equivalent manual effort~1,040 h
Klara-assisted delivery~264 h

Combined result from the two real migrations: approximately 775 hours of consulting effort saved.

Klara supporting custom-review SharePoint migration and least-privilege MCP Zoho migration paths in a controlled customer environment
The two real examples used different controlled interfaces: a custom review and staged-transfer path for SharePoint, and least-privilege MCP for Zoho.

How a Klara migration works

1Connect and inventory
2Map fields and rules
3Pilot a safe batch
4Reconcile exceptions
5Approve and cut over

Klara inventories the source, prepares mappings, runs repeatable migration batches, recovers failed work and reports progress. Business owners still approve record meaning, permissions, financial balances and the final go-live decision.


Business systems Barberry Labs can assess

A system is a strong candidate when Barberry Labs can securely read the required source data and write to the target through a supported interface. The first step is a practical interface and data review.

Files and documents

Dropbox, SharePoint, OneDrive, S3-compatible stores, SFTP and structured file exports.

ERP and finance

SYSPRO, Zoho Books, Sage, Xero and other platforms with supported APIs, exports or database access.

CRM and customer data

Zoho CRM, HubSpot, Salesforce and API-enabled customer or sales platforms.

Inventory and operations

Warehouse, stock, work-order, field-service and manufacturing systems with usable connectors.

Databases and warehouses

SQL Server, PostgreSQL, MySQL, controlled CSV pipelines and cloud data platforms.

Support, commerce and HR

Ticketing, e-commerce, payroll or HR systems where authorised interfaces expose the required records.


What your business needs before migration starts

What is neededWhy it mattersHow it can be provided
Safe access to the old systemRecords must be reviewed without disrupting live operationsApproved read-only connection or controlled export
A supported way into the new systemLoads must be repeatable and controlledApproved connector, import facility or system interface
Reliable record identifiersCustomers, accounts and transactions must match correctlyAgreed keys, mapping rules and duplicate handling
A safe place to testMappings and totals must be checked before go-liveTest environment or reversible pilot batch
Named business ownersAI cannot decide what financial or operational records meanFinance, operations, security and system-owner approval

Where your business saves time

Klara handlesBusiness owners retain
Inventory records and filesScope and legal authority
Prepare record mappings and supporting evidenceMeaning of records and business rules
Run repeatable loads and recover failed workSecurity, permissions and production approval
Prepare totals, exceptions and progress summariesAcceptance of results and go-live approval

The point is not to remove the responsible people. It is to stop paying those people to wait for exports, count rows, chase files or watch progress bars.


See the real migration examples


Discuss your migration

Bring the system you are leaving, the system you are moving to and the business records that matter. Barberry Labs will assess the available connection options, expected effort saving and the approvals required for a controlled migration.

Book an architecture session