Source-of-truth mapping
Agree which system owns each field and how identifiers, units and status values align.
Pharmaceutical ERP integrationClearer handoffs.
Connect production, inventory and quality data across your pharmaceutical business. Define ownership, mappings and exception handling before moving records between systems.
Plan your projectFrom your workflow to a working system
- 1Source system
- 2Map & reconcile
- 3Verified handoff
The right scope.
Built around your needs.
Start with the problem that matters. Combine the capabilities your project needs, with boundaries agreed before the build.
API and file integrations
Assess vendor versions, licensed access, rate limits and available sandboxes before choosing the connection.
Reconciliation and retries
Handle duplicates, partial failures and interrupted transfers without silently losing or overwriting records.
Operational visibility
Give owners a clear queue for failed syncs and mismatches, with controlled recovery steps.
One workflow across system boundaries.
A reference exchange between pharmaceutical operational systems, with traceable mapping and exception handling.
System of record: its responsibility
Read agreed entities from the system that owns each record and field.
What to review
Confirm identifiers, API access, master-data ownership and available integration contracts.
Illustrative planning model. Your architecture and deliverables are agreed during scoping.
See where
it could take you.
Illustrative applications to help shape your brief. These are possible project scopes, not customer case studies.
The starting point
Inventory and production systems disagree about lot quantities or status.
The approach
Map identifiers, choose the authoritative source and flag mismatches for review.
What the work can produce
A reconciliation job and an exception queue for agreed records.
Start where
your project is.
The first step depends on what is already known. These starting points help define an engagement; scope, price and timing are agreed separately.
Explore an uncertain idea
The problem is clear, but the approach is not.
- 1Question
- 2Prototype
- 3Decision
What you take forward
A bounded experiment, findings and a recommendation on what to validate next.
A prototype is not a production-ready service.
Deliver a defined scope
You know the workflow and can agree acceptance checks.
- 1Scope
- 2Build & review
- 3Handover
What you take forward
Agreed deliverables, verification evidence and operating instructions for the scoped release.
Changes to scope need an explicit decision on cost and timing.
Improve an existing system
A live system needs focused changes or ongoing care.
- 1Review
- 2Prioritize
- 3Release & observe
What you take forward
A prioritized backlog, reviewed changes and an agreed maintenance or support boundary.
Coverage, response targets and access are agreed per engagement.
A clear path.
Through the work.
Scope and deliverables are agreed for each project. These stages guide the conversation.
- 1
Map the boundary
Document systems, data owners, licensed access and the business event that starts a transfer.
- 2
Test failure cases
Exercise duplicates, missing references and unavailable systems in a sandbox.
- 3
Operate with visibility
Define monitoring, recovery ownership and handover documentation.
System contracts before connector choices
Technology is a scoping decision. These are relevant tools and building blocks to discuss against your existing systems, operating constraints and maintenance needs.
Contracts
ERP APIsLaboratory exportsEvents
Confirm what each system supports, who owns the entity and which updates may be exchanged.
Exchange
MappingValidationQueues
Select synchronization patterns around update frequency, identifiers and the effects of delayed delivery.
Reconciliation
Exception queuesComparison reports
Design a traceable way to identify differences and assign them to a resolution owner.
The ecosystem.
Behind the experience.
Interfaces, application logic, data and operations. The building blocks work together around your project.
Frontend Development
- React
- Angular
- JavaScript
- HTML5
- CSS3
Backend Development
- Node.js
- Express.js
- Laravel
- PHP
Database
- MySQL
- PostgreSQL
- MongoDB
- Firebase
Cloud & DevOps
- Azure
- AWS
- Google Cloud
- Docker
- Jenkins
What should be checked
before handover.
Turn quality expectations into reviewable evidence. The exact checks and responsibilities belong in the project scope.
Source ownership
Verify which system owns each field and how conflicting updates are resolved.
Failure recovery
Test duplicate delivery, partial writes, rate limits and unavailable destinations with representative payloads.
Cutover checks
Compare counts and totals, test rollback criteria and agree who resolves post-launch exceptions.
Before
we begin.
Practical answers to help turn your idea into a scope everyone understands.
Do you have a connector for our ERP?
No universal connector is promised. Vendor, version, API access and project requirements determine the integration scope.
What happens when a transfer fails?
The design should expose the failure, preserve its context and provide a controlled retry or manual recovery path.
Can existing records be migrated?
Migration requires separate mapping, reconciliation and acceptance criteria. A sample migration helps establish the scope.
Often better together.
Still have questions?
Start with the brief.
Bring the problem you want solved. We’ll shape it into a project brief you can keep — or let AI draft a first approach.