Start with a defined trigger
An occupant or site coordinator reports a maintenance concern.
Property & workplace operations
Facilities Management:
Facilities Management:
the workflow in practice.
Building issue triage and handoff
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Protect access information and distinguish a probable duplicate from a confirmed one. AI must not close a request without authorized review.
Assemble the right context
Collect permitted location and asset references, open requests, prior work and the facility's prioritization rules.
Perform the bounded task
Identify possible duplicates, summarize the reported impact and draft a service handoff with missing details clearly flagged.
Review before taking action
A facilities owner confirms urgency, asset identity and work authorization. Safety-sensitive reports follow the established escalation path.
Deliver and record the result
Create the approved work request and link duplicate reports and completion evidence to the same issue.
Build an improvement loop
around real work.
Measure duplicate dispatches, missing location details, repeat faults and time to assigned ownership.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗START WITH YOUR WORKWhere is your team
Where is your team
doing too much by hand?
Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.