04 / Practice
Systems Implementation & Integration
Connecting the platforms you already pay for, so data moves cleanly and AI has something reliable to work with.
/ The problem
Where this work usually goes wrong.
Almost every disappointing AI result traces back to data that never arrived, arrived late, or arrived in two conflicting versions. Integration is unglamorous and it is where the value is actually unlocked.
/ What we do
The work itself.
- 01
CRM, ERP and data platform integration with explicit ownership of each field
- 02
Event pipelines, sync logic, idempotency and failure handling
- 03
Reconciliation jobs and alerting so silent drift is caught, not discovered
- 04
Post-launch maintenance under an agreed service window
/ What you receive
Deliverables, and how long it takes.
Typically 4–10 weeks depending on the number of systems in scope.
Documented integrations with a data dictionary agreed in writing
Alerting and reconciliation for every critical flow
A maintenance arrangement with defined response times