Data ownership contract
The source of truth, field mappings, stable identifiers, event rules, and permitted updates for each system.
The decision it supports
Resolve which system and team own each record.
Service 04 / AI & operations
CRM & ERP Orchestration
Connect the systems your business already runs on. Keep customer, order, and finance data moving through reliable, observable workflows.
Is the same information being entered into several systems?
We connect the tools your business already uses. Clear data ownership, reliable events, and explicit reconciliation rules help information move between sales, finance, and delivery without creating a new source of confusion.
For businesses moving information between multiple CRMs, an ERP, accounting tools, spreadsheets, or separate operational teams.
WHAT YOU LEAVE WITH
A documented integration flow, clear sources of truth, and a monitored way to resolve synchronization exceptions.
Tangible work. Clear decisions.
What you receive.
The exact scope is agreed with you. These are the working outputs we shape the engagement around.
Validated integration
Connected APIs, input checks, duplicate prevention, safe retries, and approval gates where needed.
The decision it supports
Move the work without adding uncontrolled writes.
Reconciliation runbook
Execution history, exception queues, checks for missing records, and the process for safe recovery.
The decision it supports
Keep the integration operable after launch.
How the work moves forward
A clear path.
At every stage.
- 01
Define the data contract
Identify the authoritative system for customers, products, orders, and financial records. Agree field mappings, stable identifiers, and ownership of each update.
- 02
Build the orchestration layer
Connect APIs and webhooks, validate incoming data, and design idempotent actions. Route incomplete or conflicting records for review.
- 03
Make failures recoverable
Introduce retries, reconciliation checks, execution history, and an exception queue. Test duplicate events and partial failures before switching on production writes.
Make the engagement useful
Start with context.
Finish with evidence.
What we need to understand
- System owners and the business event to connect
- API documentation and approved test environments
- Field mappings, sample records, and reconciliation rules
You do not need all of this ready for the first conversation. We agree access and confidentiality requirements before reviewing sensitive information.
What success can be measured against
- Manual re-entry and reconciliation effort
- Missing, duplicate, or inconsistent records
- Successful completion and time to resolve exceptions
Targets follow the baseline. Capacity recovered, cash savings, and operating costs are evaluated separately.
Bring one workflow.
Leave with a direction.
Tell us about the workflow, the tools involved, and the result you want. We’ll discuss fit, scope, and a useful next step.
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