Incomplete asset history
Service information is stored as documents instead of being connected to the equipment that was actually serviced.
Facilities service intelligence - In development
Build reliable asset history from every contractor service report.
Japnify ScanOps is being developed for facilities teams that receive inconsistent service reports across third-party vendors, contractors, systems and building trades.
We are researching how these reports are reviewed, connected to assets, and converted into usable service history, findings, recommendations and follow-up actions.
For facilities managers, maintenance leaders, property operations teams, CMMS administrators and multi-site operators.
Current focus - Facilities service reports
No sales call required. Follow-up participation is completely optional.
Before Japnify ScanOps
Inconsistent vendor and contractor reports
Reports separated from asset records
Recommendations buried in notes
Service history spread across systems
With Japnify ScanOps
Asset-linked service event
Work performed and parts changed
Open findings and recommendations
Searchable service timeline
Source evidence retained
Important service knowledge is being created. Too much of it is being lost.
Every contractor visit creates information about asset condition, work performed, parts replaced, unresolved deficiencies and future maintenance needs.
But when that information remains buried inside PDFs, emails, scanned forms and contractor portals, facilities teams can lose visibility into the true history of their assets.
Missed follow-up work
Deficiencies and recommendations can remain buried inside technician notes and become difficult to track.
Repeated manual effort
Teams spend time reading, interpreting, organizing and re-entering information across systems.
What we're exploring
From contractor report to usable service history.
Japnify ScanOps is being designed to transform inconsistent service reports into structured records that remain connected to the correct property, asset and source evidence.
Identify the property and asset serviced
Capture work performed
Record parts repaired or replaced
Surface deficiencies and recommendations
Retain evidence from the original report
Route uncertain information for human review
Build searchable service history
Current product scope: facilities service reports only.
About the research
Help us understand how facilities teams manage service reports today.
We are conducting focused research to understand where manual work, fragmented information and missing operational context still exist.
How third-party vendor and contractor reports are received
Who reviews and processes them
How reports are connected to properties and assets
How work performed and parts replaced are recorded
How recommendations and deficiencies are tracked
What information is frequently missing
Which current systems and workarounds are used
Credibility
Shaped by operational experience, not AI hype.
Japnify ScanOps is being developed by Japnify, drawing on more than 20 years of experience across critical infrastructure, field operations, facilities environments, enterprise security, software engineering and AI systems.
That experience has reinforced one principle: operational technology creates lasting value only when it understands how real work is performed.
Japnify is based in Los Angeles, California.
Trust principles
Operational AI must earn trust.
Evidence retained
Important information should remain connected to its original source.
Human review
Uncertain information should be surfaced for review rather than silently accepted.
Asset identity
Service history should not be updated until the correct asset relationship is confirmed.
Practical outcomes
Success should be measured through stronger records, reduced manual work and fewer missed actions.
Help shape a better way to preserve asset service history.
Your experience can help determine whether service-report processing is a meaningful operational problem and what a practical solution must accomplish.
No sales call required. Optional follow-up only.