DATA / 005
Data & integrations
Move the right data between the right systems with clear contracts, observable failures and a practical recovery path.
Connected software is useful only when the organisation can trust the data moving through it.CONTEXT / BEFORE TECHNOLOGY
Connected software is useful only when the organisation can trust the data moving through it.
Integrations often begin as a convenient connection between two tools. They become infrastructure when teams rely on them to make decisions. BaxIA makes the sources, owners, transformations and failure behaviour explicit before that dependency becomes invisible.
The aim is not to synchronise everything. It is to establish which system owns each critical fact, move only the data required by the workflow and preserve the ability to export, replay and understand the exchange.
STRUCTURAL LOGIC
What makes the system dependable.
Complete reasoning before implementation, with the decisions and operating consequences kept visible.
Name the source of truth
When the same customer, document or status exists in several tools, the organisation must know which version prevails and who may change it. Without that decision, synchronisation simply distributes contradictions faster.
Ownership, identifiers and update rules are documented before mappings are implemented.
Design explicit contracts
Fields, formats, required values and validation rules form a contract between systems. Versioning and compatibility matter because either side can change independently.
Transformations are kept readable and tested against representative records, including missing, duplicated and unexpected data.
Make failures visible and replayable
A silent integration failure is often worse than a visible manual task. Logs connect each record to its processing state and alerts identify failures that need intervention.
Safe retries and idempotent operations prevent duplicated actions. A recovery procedure explains how to replay or correct work without guessing.
Preserve reversibility
Providers and APIs change. Critical data must remain exportable in an understandable form, and the business rules should not exist only inside an opaque connector.
Documentation identifies dependencies, rate limits, credentials, owners and the minimum continuity plan if a service becomes unavailable.
BEFORE / BAXIA / AFTER
Change the operation, not only the interface.
The technology earns its place by making work clearer, controllable and easier to improve.
DELIVERY / EXPLICIT
What the engagement can produce.
The final scope depends on the observed process. Deliverables are confirmed before implementation and remain connected to an owner.
Flow map, data owners and source-of-truth decisions
API contracts, mappings and validation rules
Synchronisation, deduplication and error handling
Monitoring, recovery and reversibility documentation
LINEAR EXECUTION
A visible progression from context to operation.
Each step reduces uncertainty before more time, data or access is committed.
- 01
Identify
- 02
Define contracts
- 03
Build
- 04
Simulate failures
- 05
Document exit paths
GOOD FIT
This approach is useful when…
- The same critical data exists in several tools.
- The systems expose suitable APIs or dependable exports.
- Priority and ownership rules can be decided.
NOT A FIT
It should not be forced when…
- There is no agreement about what the data means or who owns it.
- The source systems prohibit reliable access and no acceptable export exists.
QUESTIONS / CLEAR ANSWERS
Before beginning.
Can you connect any two tools?
Only when their access methods and terms support a reliable connection. An API alone is not enough; data quality, limits, ownership and failure handling also determine feasibility.
Do we need a central database?
Not always. The architecture depends on whether the workflow needs consolidation, history, reporting or real-time coordination. A simpler direct exchange may be more appropriate.
How are credentials protected?
Secrets remain server-side, access is scoped to the required operations and rotation or revocation is documented. Credentials are never exposed to public client code.
Could this part of the work function better?
Begin with the process, its owners and the expected value.
Build with BaxIA