Data Migration Services by Alpha Expansion
Data Migration01Documented field map02Test migrations03Reconciled resultsBook a call

Data Migration Services

EVERY RECORD,MOVED ANDACCOUNTED FOR

We move business data from one system to another and prove that it arrived, with a field-by-field mapping, rehearsed test migrations and reconciliation of counts and values before the old system is switched off.

Documented field mapTest migrationsReconciled results
01
Documented field mapDesigned around how your team already works.
02
Test migrationsDesigned around how your team already works.
03
Reconciled resultsDesigned around how your team already works.
01Our Approach

A migration is complete when the totals in the new system can be traced back to the old one, record by record and value by value.

02Overview

Moving your data and proving it arrived

  • 01Documented field map
  • 02Test migrations
  • 03Reconciled results

Data migration transfers records from an old system to a new one, changing their structure on the way. We profile the source data, agree a mapping for every field, write repeatable scripts that extract, transform and load it, run trial migrations and reconcile the result against the source until both sides agree.

It suits companies replacing an ERP, CRM, accounting package or custom application, merging systems after an acquisition or consolidating spreadsheets into a database. The hard part is rarely the copying. It is the duplicates, missing values and unwritten rules in the old data, which we surface early so that decisions about them are made by the people who own the records.

Talk to us about your project
03What We Do

Capabilities, End to End

01
Source data profiling

We measure what the old system really contains, including empty fields, duplicates, invalid values and orphaned records, before any promise is made about the result.

02
Mapping workbook

Every source field is listed against its destination with the transformation rule, default and owner, in a document business users can read and sign off.

03
Cleansing rules

Duplicates are merged, formats standardized and gaps filled under rules agreed with the data owners, with every automatic change logged and reviewable.

04
Repeatable scripts

Extraction, transformation and loading run as versioned code that produces the same result each time, so every rehearsal improves the final run.

05
Reconciliation checks

Record counts, financial totals, balances and sampled values are compared between source and target, and differences are explained or corrected one by one.

06
Cutover planning

The final run is scheduled with a freeze on the old system, timed steps, checkpoints, a rollback route and a plan for changes made during the switch.

04In Production

What It Looks Like When It Ships

app.novapay.io/overview
Live
Nova Pay
Accounts / Overview
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⌘K
MC
WORKSPACE
Accounts
Payments
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Reports
Team
Settings
Usage
72% of plan
Team & permissions
12 members
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Member
Role
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2FA
MC
Maya Chen
maya@acme.com
Owner ▾
Just now
OH
Omar Haddad
omar@acme.com
Admin ▾
12m ago
AC
Ana Costa
ana@acme.com
Editor ▾
2h ago
LP
Liam Park
liam@acme.com
Viewer ▾
Yesterday
Audit log
Payout scheduled - $18,400
6m ago
Card approved - A. Rivera
22m ago
Statement generated - Sep
2h ago
Documented field map
Test migrations
Reconciled results
Mapping sheetQuality profileReconciliation viewException list
05What You Receive

Handed Over, Ready to Run

SCROLL
01
Data profiling report
02
Signed-off mapping workbook
03
Cleansing rules and logs
04
Versioned migration scripts
05
Trial migration results
06
Signed reconciliation report
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Cutover and rollback plan
08
Archive of source data
06How It Runs

From Kickoff to Launch

01
Profile and scope
02
Map and build
03
Rehearse and reconcile
04
Cut over
01
Profile and scope

We examine the source systems, measure data quality, agree with you which records and history must move and which can be archived, and identify the people who own each data set.

02
Map and build

The mapping workbook is completed with the business owners, cleansing rules are agreed and the migration scripts are written and tested against copies of the real data.

03
Rehearse and reconcile

Full trial migrations run into a test copy of the new system. Counts and values are reconciled, users check familiar records and each cycle shortens the list of differences.

04
Cut over

On the agreed date the old system is frozen, the final migration runs to a timed plan, reconciliation is signed off and the new system opens with the old data kept read-only.

07Technology

The Stack We Use

DatabasesPostgreSQLSQL ServerMySQLOracleMongoDBValidationGreat ExpectationsSQL reconciliationpandasCustom checksDatabasesPostgreSQLSQL ServerMySQLOracleMongoDBValidationGreat ExpectationsSQL reconciliationpandasCustom checks
PipelinesPythondbtApache AirflowAWS GluePlatformsSalesforceNetSuiteOdooHubSpotSAPPipelinesPythondbtApache AirflowAWS GluePlatformsSalesforceNetSuiteOdooHubSpotSAP
08Who It Is For

Built for Teams Like Yours

FLAGSHIP
You are changing systems and cannot lose records

A new platform is on its way and the data in the old one has grown untidy over time. Finance needs balances to match, sales needs its history and auditors need a trail. You want the move rehearsed and every difference between old and new accounted for.

ERP and accounting replacements
CRM platform changes
Mergers of two systems
Spreadsheets into a database
Legacy application retirement
Moves to cloud databases
09Questions

What buyers ask before they start

If yours is not here, ask us directly. The first conversation is free and useful whether or not we work together.

Book a call

Through reconciliation. For each data set we compare the number of records in source and target, totals of key amounts such as balances and quantities, and samples of individual records checked field by field. Every difference is either corrected or explained by a documented rule, for example merged duplicates. The report is signed off by the business owner before the old system is retired.

We measure it first and then let the owners decide. Some problems are fixed by rule during migration, such as standardizing formats or merging clear duplicates. Some need a person to choose which record is right. Some are best left behind in an archive. Moving bad data unchanged into a new system is the most common reason replacements disappoint, so this stage receives real time.

Enough to run the business and meet legal retention, and usually less than everything. Open transactions, current customers and recent history normally move in full. Older closed records can often stay in a searchable archive, which makes the migration smaller and the new system cleaner. We set out the options with their effort, and finance and compliance make the call.

That depends on data volume and how the systems are used, and the rehearsals tell us precisely. Most cutovers are planned for a quiet period, with the old system frozen while the final run and checks complete. Where downtime must be very short, we migrate the bulk of the data in advance and move only recent changes during the switch.

Usually. If the database can be reached, we read it directly. If not, we use the vendor's interface, scheduled reports or, as a last resort, automated reading of screens. Each route has limits that we explain before starting. Old systems also hold rules in their code that the data alone does not show, so we work with a long-standing user to interpret unusual values.

10Related services

Often built together

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Premium digital product and engineering studio. We build high-performance web platforms, SaaS applications, mobile apps, and 3D experiences for high-growth companies.

Alpha Expansion is a premium digital product and engineering studio specializing in React development, Next.js development, full-stack development, mobile app development, UI/UX design, and 3D interactive experiences.

We serve industries including SaaS, FinTech, Healthcare, E-commerce, Logistics, and Real Estate.