Sweven | Semi-Autonomous Maintenance Operations

The shift

We are not adding more features to a CMMS. We are changing the operating model.

After speaking with facilities leaders across healthcare, industrial, commercial, education, banking, hospitality, logistics, and multi-site operations, the pattern is clear: organizations do not simply need another tool. They need maintenance coordination that actually moves.

Traditional FM Software Model

Buy a CMMS or work order system.
Hire people to use it.
Manually chase vendors, PMs, approvals, and invoices.
Hope maintenance becomes less painful.
Still rely on humans to push everything forward.

Sweven Semi-Autonomous Model

Bring your sites, assets, vendors, and requirements into Sweven.
The engine coordinates work in the background.
FFMs provide expert judgment when needed.
Vendors execute field services.
Clients consume a coordinated maintenance operating layer.

The ecosystem

Four layers working as one maintenance operating system

Sweven combines technology, expertise, client needs, and vendor services into a single semi-autonomous maintenance model.

ClientsSites, assets, needs, budgets, compliance obligations, and operational priorities.

SWEVEN

Semi-autonomous maintenance coordination layer

Maintenance EngineAutomation for PMs, SLAs, compliance, work orders, follow-up, escalation, and closure.

FFMsExperienced facilities leaders providing human judgment, oversight, and operational direction.

VendorsApproved service providers executing repairs, inspections, PMs, and field work.

The engine

The system does the coordination work that normally gets chased manually

Sweven’s Maintenance Engine is designed to continuously coordinate operational flow: detect needs, create work orders, dispatch vendors, follow up, escalate exceptions, support payment, and close the loop.

Detect
PMs, compliance needs, SLA risks, IoT events, recurring issues.

Create
Generate work orders with site, asset, priority, rules, and requirements.

Dispatch
Route to approved vendors using rules, thresholds, and availability.

Follow Up
Push schedules, estimates, documents, invoices, and vendor updates.

Escalate
Bring in FFMs or client approvals when judgment is needed.

Close
Confirm completion, docs, invoice, payment, metrics, and asset history.

Human expertise

Automation handles the flow. FFMs handle the judgment.

The model is not designed to remove facilities leadership. It is designed to remove operational overload so experienced people can focus on the decisions that matter.

✓

When the engine can act

Standard PMs, vendor reminders, SLA monitoring, routine dispatching, documentation requests, and payment-ready workflows.

When humans step in

Unclear scope, high cost, compliance exposure, vendor failure, operational risk, unusual patterns, or client-level decisions.

Right Panel: Human Intervention

Approval Needed
Invoice exceeds approved estimate by 14%. FFM review recommended.

Compliance Risk
Fire inspection evidence missing. Hold closure until documentation is uploaded.

Vendor Delay
Vendor missed response window. Recommend replacement or escalation.

What changes for clients

Clients do not just buy software. They consume a maintenance operating model.

The client brings sites, assets, workflows, vendors, and operational requirements into Sweven. The system coordinates the moving parts while FFMs provide expert oversight and vendors execute the work.

🏢

Bring Sites

Facilities, assets, service categories, vendor rules, compliance needs, and budgets.

⚙️

Run Workflows

PMs, SLAs, work orders, documentation, payments, and escalation logic.

🧠

Use FFMs

Experienced operators support oversight, judgment, and operational decisions.

📈

Maximize Efficiency

Transparent metrics show what the system handles and where action is needed.

Visibility

Transparent metrics show the invisible coordination work

Sweven should make background operational work visible. The client should always know what is being handled, what is at risk, and where human action is required.

PMCompletion rate

SLARisk and breach visibility

$Budget and payment flow

⚠Compliance exposure

✓Vendor performance

Positioning

The simplest way to say it

Most CMMS platforms record maintenance activity. Sweven coordinates maintenance operations.

Sweven is Maintenance Infrastructure as a Service: technology, FFMs, vendors, workflows, payments, integrations, and operational intelligence combined into a semi-autonomous maintenance model.

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