Capabilities / Intelligent Workflows
Intelligent Workflows
Automate maintenance planning, work orders, MRP, and spare parts processes across your operations.
Astrid Partners engineers orchestrated workflows that embed AI into PM scheduling, task list management, work order generation, and inventory replenishment, so the right maintenance happens at the right time, every time.
From prior engagements
40%
Reduction in manual planning steps
Average reduction in planner swivel-chair work across maintenance and procurement processes.
60%
Faster work order cycle time
Faster creation-to-execution when AI surfaces priorities and pre-populates task lists.
3–15×
Return on engagement fee
From recovered wrench time and working capital, measurable in the first engagement cycle.
How We Approach This
What makes this work.
The mechanics behind our engagements: what separates a diagnostic that produces a real business case from one that produces a slide deck.
Waste before automation
We map the current state of maintenance planning, MRP runs, and spare parts procurement before we automate anything. Automating a broken process makes it break faster.
Integrated with your ERP
Low-code, RPA, and workflow orchestration built into SAP PM, MM, and EAM, not bolted on top. The automation lives where your planners already work.
AI that drives action
Failure signals, criticality scores, and inventory alerts that trigger work prioritization and PM scheduling, not alerts that end up in a dashboard nobody checks.
Governance that sustains it
KPIs, control plans, and playbooks ensure schedules, task lists, and BOMs stay accurate over time. The automation doesn't decay when attention moves elsewhere.
What We Deliver
The work, scoped
and priced to move.
Each offering below is designed to produce a specific deliverable, not an ongoing program. We scope to outcome, not to time-and-materials.
Maintenance Process Diagnostics
Map the current state of planning, scheduling, and work execution to identify bottlenecks and automation opportunities.
- –PM strategy and task list review
- –Work order cycle time analysis
- –Planner capacity and backlog assessment
- –MRP run and exception analysis
Work Order & PM Automation
Automate work order generation, task list population, and PM scheduling using AI and ERP integration.
- –Predictive trigger to work order creation
- –Task list generation and validation
- –SAP PM / EAM integration
- –Scheduling optimization engine
MRP & Inventory Workflow
Streamline MRP parameter management, exception handling, and replenishment approvals with intelligent automation.
- –MRP variable optimization
- –Safety stock and reorder point workflows
- –Exception handling copilots
- –Procurement and approval automation
Managed Workflow Operations
Sustain and continuously improve automated processes with dedicated squads and performance governance.
- –Command center & KPI dashboards
- –Planner and buyer enablement
- –Release & change playbooks
- –Continuous backlog improvement
How we build it
Reliability-engineering rigor paired with agile automation squads.
01
Discover & Co-Design
Map maintenance, MRP, and inventory workflows with planners, engineers, and ERP teams to build a prioritized automation roadmap.
02
Build & Automate
Agile pods configure workflows, integrate with SAP PM/MM, and embed AI triggers for scheduling and replenishment.
03
Adopt & Evolve
Track KPIs like wrench time, backlog age, and working capital, then continuously refine automation and task list quality.
In Practice
Redesigned the PM planning and work order workflow with AI-driven scheduling and automated task list generation, reducing planner time-per-order by 55% and cutting unplanned corrective work by 30%.
Outcome
55% faster work order planning. Corrective work down 30%.
Find out how much of your maintenance planning can be automated.
A diagnostic engagement runs 6–8 weeks and returns a prioritized roadmap with a dollar value on every initiative. If we can't see a clear path to 10× return on our fee, we won't take the work.