LIMS, manufacturing and ERP handoffs
Scope the transfer of laboratory, material and production context needed for a defined operational workflow.
PRAGMA EDGE / LIFE SCIENCES
Keep operational evidence connected.
Connect enterprise systems, partner exchanges and operational evidence with equipment maintenance and governed AI workflows for life sciences.
01 / CONNECTOne IntegrationSystems, partners & signals02 / UNDERSTANDMaximoAssets, condition & action03 / ORCHESTRATEAI Governance
& AutomationContext, control & execution
& AutomationContext, control & execution
One connected operating story. Built around life sciences.
YOUR OPERATING REALITY
Disconnected batch records. Asset uncertainty. Review-heavy workflows.
Complex processes require more than connected applications. They need clear data ownership, review points and a reliable record of what happened. Build integration and automation around those operational needs from the outset.
01 / ONE INTEGRATION
Keep the production and quality record connected.
Laboratory, manufacturing, quality and enterprise systems each hold part of the operating evidence. Connect approved interfaces and shared references so teams can find the relevant record without manually reconstructing the journey.
MFT & B2BApplicationsAPIsEvent streamingHybrid integration
Traceable partner and document exchanges
Identify missing records and preserve the ownership of external handoffs across suppliers and service partners.
EVENT STREAMING / ILLUSTRATIVE USE CASE
Keep equipment and production milestones connected to review.
Use scoped event streams for approved equipment-state, manufacturing and record-status updates. Preserve business references and change controls so reviewers can distinguish a new observation from a corrected or replayed event.
What to measure
Explore One Integration ↗Missing record references · Manual reconciliation · Partner exchange exceptions · Event-to-business-action latency
02 / MAXIMO
Make equipment history usable at the point of review.
Instruments, production assets and controlled facilities need an organized maintenance history. Maximo can connect inspection evidence, condition information and service work for the assets in the selected operating scope.
Observe the right asset context
Link instrument or equipment findings and environmental readings to the asset’s location and work history.
Plan and document service
Prioritize maintenance and record completion through the organization’s approved process, with quality review where the procedure requires it.
What to measure
Overdue maintenance · Service-record completeness · Equipment-related interruptions
01SEE / LIFE SCIENCES
See the condition of laboratory instruments, production equipment and controlled facilities.
Inspection and equipment condition evidence.
- Operational response
- Associate the inspection with the correct asset and location. Retain the observation and supporting evidence so the maintenance owner can distinguish a new defect from an existing condition.
- What moves forward
- A reviewable condition record linked to the affected asset.
02LISTEN / LIFE SCIENCES
Listen for changes that affect the operation.
Environmental and asset condition signals.
- Operational response
- Connect the signal to its asset, timestamp and operating context. Review missing or stale readings before using a threshold breach to trigger a response.
- What moves forward
- A contextualized condition alert with an owner and a response window.
03THINK / LIFE SCIENCES
Prioritize work against the business consequence.
Maintenance priority using equipment criticality and history.
- Operational response
- Bring the condition finding together with criticality, existing work and service dependencies. Review the priority with quality reviewers and accountable process owners before changing the maintenance plan.
- What moves forward
- A maintenance priority that reflects asset risk and operational constraints.
04ACT / LIFE SCIENCES
Connect the maintenance decision to completed work.
Controlled work with complete service and review records.
- Operational response
- Confirm the approved scope, responsible team and required completion evidence. Return unresolved findings to the planner and use the completed record in the next review.
- What moves forward
- A closed work record, or an explicit exception with a named owner.
Example asset-management pattern · Capabilities depend on selected Maximo components and integrations.
03 / AI GOVERNANCE & AUTOMATION
Assist the document review. Preserve the accountable decision.
Ground AI in approved operational content and use it for completeness checks, retrieval and review preparation. Keep quality disposition and consequential decisions with the authorized process owner.
Evidence-led assistance
Prepare a referenced summary of the equipment issue, relevant records and outstanding questions.
Bounded execution
Restrict the workflow to its approved purpose, record reviewer corrections and apply the organization’s validation and change procedures to the implementation.
What to measure
Review preparation effort · Missing evidence · Reviewer correction rate
A CONTROLLED PATH FROM CONTEXT TO ACTION
- 01Ground
Approved records.
- 02Evaluate
Check access, completeness and the evidence needed for quality-owner review.
- 03Review
Quality reviewers and accountable process owners approve sensitive actions.
- 04Execute & record
Documented follow-through, with the decision and its supporting evidence recorded.
THREE PILLARS / ONE EXAMPLE WORKFLOW
From an isolated event to a coordinated response.
THE LIFE SCIENCES SCENARIO
An equipment issue is associated with its service history and relevant production records. Quality reviews the operational impact before the next controlled action.
01One Integration
Assemble the context.
Bring laboratory, manufacturing, quality and enterprise systems together so the event arrives with its business reference and relevant operating evidence.
Explore the integration role02Maximo
Understand the asset impact.
Relate the event to laboratory instruments, production equipment and controlled facilities. Review condition, existing work and service dependencies before prioritizing a response.
Explore the asset response03AI Governance & Automation
Coordinate a reviewed response.
Support document completeness checks and operational knowledge assistance with approved context. Keep quality reviewers and accountable process owners responsible for consequential decisions and record the outcome.
Explore governed automationOne connected workflow.Illustrative scenario. The implementation depends on your systems, asset scope and approval requirements.
Connect with Pragma Edge
Start with the challenge.
Build the connection.
Bring your business goal. Let’s shape a practical next step.