Source connections
Map access options and integrate through files, APIs, or database queries.
Data organization and integration
Connect spreadsheets, ERP, CRM, and databases. Standardize information and monitor quality before the numbers reach your reports.
A scope tailored to you
The proposal defines your deliverables, boundaries and acceptance criteria.
Map access options and integrate through files, APIs, or database queries.
Rules for codes, dates, records, required fields, and duplicates.
Validate data loads, log unresolved issues, and document transformations.
Applications to explore
Open a project to explore its workflows, rules and decisions.
Orders and payments, record by record.
Consistent customer records across CRM and ERP.
Catalogue synchronisation with an exception queue.
How delivery works
Inventory fields, refresh frequency, and relationship keys.
Standardize information using documented rules.
Validate volumes, relationships, and exceptions before use.
Sample sources, record identifiers and the required refresh frequency. We agree on quality rules and how to handle exceptions.
Before getting started
I assess the system’s export, API, and database access options, along with the permissions required.
Data preparation should preserve traceability. Unresolved issues can be set aside for review, following the rules defined with the team.
After reviewing your goal, available materials and required integrations, I prepare a proposal with stages, timing and cost. Scope changes are agreed before implementation.
Usage guidance and support terms are described in the proposal. Maintenance, enhancements and any recurring hosting, licensing or external service costs are defined for the solution.
Let's talk
Tell me how your operations work and what you would like to improve.