ComplaintHub · Autonomous Complaints & Facilities Officer

The way it works today

How a fault gets handled right now.

In most operations, a broken chiller or a stuck lift follows the same fragile path — through phone calls, inboxes and a spreadsheet someone has to remember to update. Every handoff is a place it can quietly die.

Someone reports it

A call, a walk-in, an email — no single front door.

Lands in an inbox

Buried under everything else. If the right person is off, it waits.

sits for days

Logged by hand

Copied onto a spreadsheet or a whiteboard — if it is logged at all.

falls through

Someone chases

A coordinator rings around to find a free technician.

Maybe resolved

No deadline, no record of who dropped it, no spare on the shelf.

no accountability

What it costs

A stuck complaint is a stuck machine.

01 — Silent backlogs

Downtime you only notice when it is too late.

A fault sits in an inbox for days while the chiller, the line or the lift stays down. Every idle hour is lost output and a repair bill that keeps growing.

02 — Zero accountability

No one can see who let it slip.

A critical ticket misses its deadline and the reason hides in an email thread. Without a record, the same gap repeats — and no one is answerable for it.

03 — Blind on spares

The technician arrives — the part does not.

A one-hour fix becomes a three-day outage because the spare was not on the shelf, and no one was watching stock against the jobs coming in.

The autonomous way

One front door. One tireless owner.

ComplaintHub replaces that fragile path with a single autonomous desk. Every fault, from any channel, enters one queue and is driven to done on a clock the whole team can see.

WATCH

Captures every fault

Web, email or messaging — logged in one queue in seconds.

REASON

Classifies & routes

Severity, asset and owner decided; the deadline clock starts.

ACT

Dispatches & chases

Right technician assigned, reporter kept posted, escalates before a deadline slips.

REPORT

Proves it happened

Every touch on a 100% audit trail; downtime & cost trends surfaced.

Old way vs the FTE

Same job. A different league.

The conventional desk

The ComplaintHub FTE

IntakeScattered across calls, inboxes and paper.

IntakeOne front door, any channel, into one queue.

RoutingWhoever remembers, whenever they can.

RoutingRight owner in seconds, every time.

DeadlinesNo clock — it ages silently.

DeadlinesLive deadline clock with auto-escalation.

AccountabilityHidden in email threads.

Accountability100% audit trail — every touch on record.

AvailabilityOffice hours, sick days, handovers.

Availability24/7 — never off.

CostOne to two full-time coordinators.

Cost≥50% less — seconds, not hours.

See it live · the ops console

One screen the whole team can trust.

Live fault queue 4 open · 1 at risk

Chiller #3 — cold store

Main plant · Refrigeration · Priority 1

Deadline 00:41 left

Passenger lift — Tower B

HQ · Elevators · P2

Tech dispatched

Air-handler vibration — Floor 4

Office · Climate equipment · P3

On track

✦

MONITOR FTE · autonomous alert

Chiller #3 has missed its deadline twice this month and handler response is 3× slower than team median. Escalated to Ops Manager — repair-vs-replace brief attached.

This week

Faults resolved128

Median time-to-fix4.2h

Deadline breaches caught early17

Parts & inventory · low stock

Compressor relay2 left

Air-handler filter (24×24)6 left

Why an FTE beats a seat

Software advantages, stated plainly.

~500×

Faster — does in seconds what takes a person hours.

≥50%

Lower cost than the human seat it replaces.

24/7

Always on — never sick, late or off.

100%

Audited — every action on record, kept honest by the deadline clock.

How we deliver it — today vs next

Honest about what ships today.

Shipping today

In production — every item below runs live.

✦Fast reporting, any channel — web, email or messaging land in one queue in seconds.
✦Rule-based routing — every fault to the right owner, with a technician view for whoever is dispatched.
✦Deadline clock & auto-escalation — targets escalate and auto-close so nothing quietly ages out.
✦Automatic status updates — the reporter is kept posted without chasing anyone.
✦100% audit trail — role-based access and tamper-resistant records; every touch on record.
✦Dashboards & integration — live analytics; plugs into the maintenance system you already use.

On the roadmap

The autonomous AI crew — not shipped, never demoed as live.

◆AI triage & monitoring — classify severity and watch the queue 24/7, alerting before a deadline is missed.
◆Negligence radar — flag handlers whose tickets stall, so supervisors see the pattern, not the excuse.
◆Resolution copilot — drafts fix steps and repair-vs-replace calls from similar resolved cases.
◆Parts & ops analyst — links faults to inventory and briefs weekly downtime & cost trends.

Shipping today: the unified fault desk — intake, routing, deadline clock, status updates, dashboards and audit trail — is live and production-grade. Next: the autonomous AI crew layers on top, always human-in-command before anything moves.

The roadmap crew

Four AI FTEs, one queue, never off.

Triage FTE

CLASSIFY · ROUTE

Reads every incoming fault, tags asset, type and severity, and routes it in seconds.

Monitor FTE

WATCH · ALERT

Never blinks. Catches deadline-breach risk and neglected tickets before they bite.

Copilot FTE

RESOLVE · ADVISE

Drafts fix steps and repair-or-replace calls, so technicians arrive already briefed.

Analyst FTE

PREDICT · PROTECT

Ties faults to spare parts, warns on failing assets, and briefs cost trends weekly.