Capability 01
Detection from work order history
Sovel ingests patterns already sitting in CMMS exports: repeated failures, resolution time volatility, concentration of work in one expert, retirement exposure, and more. The output is a prioritized issue board — specific knowledge risks with clear next steps.
That is the wedge: showing gaps from data you already have, before asking technicians to adopt a new habit.
Capability 02
Reviewer governance and placement
Capture is selective. What comes back goes through a reviewer workflow: approve, edit, classify destination, and track placement into real artifacts (notes, troubleshooting cards, WO context, SOP deltas). Every item reaches "official" status only after reviewer sign-off.
Sovel is CMMS-adjacent: it produces governed knowledge and hands it to operational systems while your CMMS remains the system of record.
Capability 03
Leadership and pipeline health
Maintenance leaders need to know whether the organization is getting smarter or leaking knowledge. Sovel surfaces metrics such as how fast issues turn into captured knowledge, how long review takes, and whether approved knowledge actually reaches its destination.
The idea is simple: throughput, coverage, and staleness — is knowledge moving end-to-end?
Capability 05
Knowledge context (relationships that matter)
Assets, experts, failure modes, and issues connect in a knowledge structure behind the scenes. The value is situational awareness: who holds concentrated knowledge, what breaks if they leave, what relates to what — presented for leadership and reviewer action.
Capability 06
Where models fit
Sovel may use modern models for structured extraction, similarity, or assistive checks. The product stance stays consistent: reviewers decide. Models surface candidates and summarize evidence; sign-off, safety culture, and your change process stay with your people and procedures.
Sovel is a governance workspace for knowledge risk: reviewers triage signals, approve knowledge, and route artifacts into operational destinations.