Know Who's At Risk Right Now
The safety-ops copilot for teams who run check-ins and respond to alerts — who is overdue, who has not acknowledged, an alert's escalation timeline, roster coverage. Its write action is confirmed.
HOW IT WORKS
How the agent works a safety alert
The escalation engine already climbs the roster, the dead-man's-switch already fires. The agent reads that live state for the people running the desk — and acknowledges on your behalf only when you tell it to, with the app's own confirmation in front of the write.
1. Detect
A check-in goes overdue past its grace, a worker taps SOS, an alert climbs to a tier nobody has acknowledged. The agent reads who's at risk the moment you ask — no dashboard hunt.
2. Decide
Ranks by state and tier — raised, notifying, exhausted — so the unacknowledged climb sits above the resolved. Names the worker and responders so you can verify, never invents one.
3. Act
Acknowledges an alert on your behalf when you say so — taking ownership and stopping the climb. The write is confirmation-gated and authorization-checked; SOS and resolution stay deliberate app actions.
4. Log
Every read and the one write land in the audit trail — requesting user, tool, parameters. The alert's own immutable alert-events timeline (who was notified, when, on which channel) reads back verbatim.
AUTONOMY YOU CONTROL
A read-first agent with one gated write
Lone Worker is a safety domain — so the agent is deliberately conservative. It reads freely, and the single action it can take is checkpointed twice: an authorization check and the app's own confirmation prompt.
Read — always on
Four read tools surface active alerts, a single alert's timeline, your own safety status, and roster coverage. Reading changes nothing — it just gets the right person to the right alert faster.
Acknowledge — confirmed
The one write. It takes ownership of an alert and stops the climb — but only after the app's confirmation prompt, and only if you're a responder on that alert's roster (or an admin).
SOS & resolve — app-only
The agent can NOT trigger an SOS or resolve an incident from chat. SOS is a deliberate one-tap action the worker takes; resolution needs a responder to record an outcome and note on the alert page.
Every alert the agent touched reads back in the audit trail
Acknowledging through the agent is the same write the responder surface does — it lands on the alert's immutable event timeline alongside every tier escalation and channel send. There's no parallel "AI did this" store; the agent reads and writes the same records the desk does.
- "Acknowledged — climbing stopped" lands on the alert the moment the write commits.
- Immutable alert-events timeline — each tier, each channel send, each ACK, read back verbatim.
- First-ack-wins, row-locked — the engine settles ownership; the agent never races it.
- Audit trail on every read — requesting user, tool, and parameters logged for safety-record evidence.
One copilot — the safety desk's home for check-ins and alerts
Lone Worker AI is the buyer-facing copilot for the people who run check-ins and respond to alerts. "Who's at risk right now" sits front and center. A single alert opens its full escalation timeline — who was notified, when, on which channel, and whether anyone acknowledged before the dead-man's-switch armed. Roster coverage shows how many tiers and responders stand behind each site or team.
- "Who's at risk now" — active alerts with worker, trigger, state, and current tier.
- Single-alert timeline — escalation events, acknowledgement, resolution, and the Safety Hub incident link.
- Your own safety status — is a check-in due, do you have an active SOS open.
- Roster coverage — tiers and responder counts by site/team, so gaps surface before they matter.
- Acknowledge inline — claim an alert and stop the climb, behind the app's confirmation prompt.
Where Lone-Worker Safety Breaks Down
Lone Worker AI attacks the failures that turn a check-in program into a wall of missed pings and silent escalations — without changing the cadence rules, roster tiers, or dead-man's-switch the safety team already configured.
Nobody Knows Who's Overdue Until The Escalation Already Fired
A maintenance tech's 60-minute check-in lapsed past its 10-minute grace twenty minutes ago. The escalation engine is already climbing the roster — but the desk only finds out when the phone rings. The question "who's overdue right now?" has no fast answer, so the desk is always reacting a tier too late.
An Alert Is Climbing And No One Can See Why
The alert raised at 2:14, notified tier 1, got no ACK in 120 seconds, climbed to tier 2, then tier 3. Was anyone reached? Which channel? Did someone almost acknowledge? The timeline is buried in the alert record, and reconstructing it from memory during a live escalation wastes the minutes that matter most.
Workers Don't Know Their Own Status Until It's A Problem
"Do I have a check-in due? Did my SOS actually go through?" A lone worker mid-shift can't tell whether the system is watching them or whether they've quietly drifted overdue. The uncertainty itself erodes trust in the very tool meant to protect them.
Roster Gaps Hide Until An Alert Falls Into One
A site's tier-2 roster has exactly one responder, and she's on PTO. Nobody notices until an alert climbs to tier 2 at that site and finds no one home — escalating straight to the non-suppressible dead-man's-switch. The gap was visible all along; nobody was asking.
"Who Acknowledged This?" Becomes A Slack Archaeology Project
After an incident, the retro needs the facts: when was the alert raised, who acknowledged, how long did the climb take, did it reach the dead-man's-switch? Without a clean, queryable timeline, the safety review turns into a hunt through screenshots and channel scrollback.
The Desk Lives In The App Instead Of Working The Floor
Running lone-worker coverage means keeping the alerts page open and refreshing. The safety coordinator is glued to a screen instead of walking the site — when the whole point of an escalation engine is that it watches so a human doesn't have to stare at it.
Lone Worker AI At A Glance
Lone Worker AI
Timed check-ins, one-tap SOS, tiered escalation — read live, acknowledged on confirm.
Inside Lone Worker AI — The Actual Capabilities
Every block below maps to a real tool the agent uses against your Lone Worker records. 4 tools are read-only; the single write (Acknowledge alert) is confirmation-gated AND authorization-checked. SOS, escalation cadence, and resolution stay inside the Lone Worker app.
Who's At Risk Now — Active Alerts By State And Tier
Surface the alerts that matter right now — who is at risk, which tier is notifying, what's acknowledged versus still climbing. The first thing the safety desk asks, answered without opening the alerts page. Read-only; it lists, it doesn't act.
- Active alerts — read-only. Open alerts with worker, trigger type, state, and current tier.
- State filter — active (raised + notifying), exhausted, resolved, or all.
- Worker named, not invented — cites the worker so the desk can verify against the floor.
- Not for aggregate stats — that's the Analytics page; this is the live picture.
One Alert, The Whole Story — Escalation Timeline And Outcome
Pull a single alert's full record — its current state, the escalation timeline (who was notified, when, on which channel, at which tier), who acknowledged, the resolution and note, and the linked Safety Hub incident. The piece a coordinator pulls mid-escalation or during the retro. Read-only.
- Single-alert record — read-only. Full record plus the immutable event timeline by id.
- Per-event detail — each event's time, type, tier index, and channel.
- Acknowledgement + resolution — who acked, when, the outcome, and the resolution note.
- Safety Hub link — the auto-opened incident id, so the investigation trail connects.
Your Own Safety State — Check-In Due, Active SOS
The lone worker's own view — is an armed check-in due (and when), is there an active SOS open. A 3-second "am I covered?" instead of wondering whether the system is still watching. Self-scoped and read-only; it never reports another worker's status.
- My safety status — read-only, self-scoped. The caller's armed check-in and active alert.
- Check-in due time — the next armed check-in's due-at, in plain language.
- Active SOS state — alert id, state, and current tier if one is open for you.
- SOS stays a one-tap app action — the agent reports status; it can't trigger an SOS from chat.
Roster Coverage — Who Responds, And Where The Gaps Are
See who stands behind each alert — responder rosters by site or team, how many tiers, how many responders per roster. The view that turns "I think we're covered" into a number, so a thin tier surfaces before an alert falls into it. Read-only.
- Responder rosters — read-only. Active rosters with scope, tier count, and responder count.
- Scope context — each roster's scope type and label (site / team).
- Coverage at a glance — tiers per roster and total responders, so gaps are visible.
- Not for editing — creating or changing rosters stays on the Rosters admin page.
Outcomes The Safety Desk Can Measure
The agent is built to shrink the time between "an alert is climbing" and "the right human is on it" — and to make the after-action timeline queryable instead of reconstructed. Measure against your pre-agent baseline.
- Time to first acknowledgement — seconds from an alert raising to a responder claiming it, trending against baseline.
- Dead-man's-switch rate — share of alerts that exhaust the roster and fire the non-suppressible fallback.
- Overdue-detection latency — how fast the desk knows a check-in lapsed past its grace, by ask instead of by phone call.
- Roster-gap lead time — thin tiers surfaced via coverage reads before an alert falls into one.
- Retro timeline completeness — share of incident reviews working from the immutable alert-events trail, not screenshots.
1 Confirmation-Gated Write, Escalation Engine Always In Charge
Lone Worker AI has 5 tools. 4 are read-only (active alerts, single-alert timeline, own status, roster coverage). The single write — Acknowledge alert — is flagged risky: it requires the app's confirmation prompt AND passes the same authorization check the responder surface enforces. SOS, escalation cadence, and resolution remain deliberate actions in the app.
- 1 risky write tool — Acknowledge alert — confirmation-gated before it runs.
- Authorization-checked — only a responder on the alert's roster (or an admin) can acknowledge; a confirmation gate is not an authorization gate.
- Escalation engine unchanged — first-ack-wins, row-locked, ~120s per tier, dead-man's-switch as last resort — the agent reads it, never reroutes it.
- Audit trail on every action — read or write, every tool call logs the requesting user, the tool used, and the parameters.
WHAT TEAMS TRY INSTEAD
The four alternatives — and why none of them read live escalation state with the roster, the timeline, and the audit trail behind it
Safety teams have run lone-worker programs for years. The honest gap is that most options live in a separate device app, surface a panic button but not who's overdue, or log alerts somewhere the desk can't query during a live climb.
Pasting alert logs into ChatGPT, Claude, or Copilot
General-purpose AI summarizing a copied alert export
- Reads live alert state — state, tier, who acknowledged — not a stale export pasted into a prompt
- Acknowledges into the same escalation engine the desk runs, behind the app's confirmation — not a draft message
- Stays inside the tenant boundary so worker location and personnel details never leave the perimeter
Standalone lone-worker devices and panic-button apps
Vendor-trapped safety behind a separate device platform
- Lives where the safety desk already works — no separate device console to monitor and refresh
- Reads rosters, tiers, and check-in cadence from the same platform that runs scheduling and HR
- Available to coordinators who never had a separate device-management seat
Custom safety dashboards and Sheets-based check-in logs
A spreadsheet that's stale the moment an alert climbs
- Who's at risk now, a single alert's timeline, roster coverage — all in one prompt against live records
- Escalation cadence unchanged — first-ack-wins, ~120s per tier, dead-man's-switch — the agent reads it, never forks it
- Audit trail on every action — read or write — for the safety review and incident retro
The manual fallback — radio check-ins and a clipboard roster
Coverage that depends on someone remembering to call
- Overdue check-ins surface by ask, the moment they lapse past grace — not when the phone finally rings
- Roster gaps show as a number this week — not the day an alert falls into an empty tier
- The escalation timeline reads back verbatim for the retro — not reconstructed from memory
PLATFORM ADVANTAGE
Lone Worker AI inherits everything Lone Worker already enforces
A standalone lone-worker AI has to plumb identity, escalation routing, roster tiers, and audit. Lone Worker AI gets all of it for free.
Confirmation-gated write
The single write (Acknowledge alert) requires the app's confirmation prompt. The model proposes; the human commits.
Authorization-checked, not just confirmed
Only a responder on the alert's roster (or an admin) can acknowledge — the same gate the responder surface enforces. A confirmation gate is not an authorization gate.
Escalation engine unchanged
First-ack-wins, row-locked, ~120s ACK timeout per tier, non-suppressible dead-man's-switch as last resort. The agent reads it; it never reroutes the climb.
SOS stays a deliberate action
The agent can't trigger an SOS from chat. SOS is a one-tap action the worker takes in the app; resolution needs an outcome and note on the alert page.
Cross-app data plane
Reads workers and rosters from the platform, links each incident to its auto-opened Safety Hub record, and shares shift context with Scheduling and Timekeeping.
Audit trail on every action
The audit log captures every read and the one write with requesting user, tool, and parameters. The alert's own immutable alert-events trail backs the safety record.
INDUSTRY FIT
Industries where lone-worker coverage decides outcomes
Lone Worker AI earns its keep where people work alone or off-site, the escalation has to climb fast, and "who's overdue right now?" has to have an instant answer.
Field Service & Utilities
Techs working alone at remote sites — overdue check-ins surface the moment they lapse, and the desk sees the climb before the dead-man's-switch arms.
Healthcare & Home Care
Visiting nurses and home-care workers on solo visits — own-status reads reassure the worker, roster coverage assures the coordinator someone will answer.
Manufacturing & Warehousing
Off-shift and lone-shift staff in plants and yards — the escalation timeline reads back verbatim for the incident retro and the Safety Hub record.
Property & Facilities
Security and maintenance walking sites alone after hours — active-alert visibility tells the desk who's at risk without leaving the chat.
Oil, Gas & Mining
High-hazard solo work where ~120s per tier matters — roster gaps surface this week, not the night an alert finds an empty tier.
Public Sector & Social Work
Inspectors and caseworkers in the field alone — audit-trailed check-ins and acknowledgements satisfy agency record-keeping without an extra system.
WHY MANGOAPPS WINS
An embedded lone-worker agent beats a horizontal AI, a device vendor, or a custom build on every axis
The argument the safety desk, operations, HR, and frontline workers all share — and the one a standalone panic-button app structurally cannot answer.
Cheaper than the alternatives
No separate device-platform tier, no panic-button subscription, no engineering team building a custom check-in and escalation engine.
More secure
Confirmation-gated and authorization-checked write, permission-aware reads, full audit trail. Worker location and personnel data stays inside the tenant boundary.
Easier to deploy
Already deployed if Lone Worker is on. The agent picks up live rosters, cadence rules, and active alerts the same day — no integration project.
Easier to use
The safety desk asks "who's overdue?" in chat instead of refreshing the alerts page — and acknowledges an alert without leaving the conversation.
Easier to manage
Roster and cadence edits in the app are immediately visible to the agent — no re-training, no parallel rule store to keep in sync.
Easier to extend
Shares the agentic-tool framework with every other MangoApps agent. New reads (a new coverage cut, a new alert filter) ship as tools.
AI is actually better
A horizontal AI can summarize an alert log. Only Lone Worker AI can read who's at risk right now against live state, replay an alert's immutable escalation timeline, and acknowledge into the same engine — confirmation-gated, authorization-checked, and audit-trailed.
MangoApps has enabled us to better engage with our employees, which is crucial. People today are very quick to move if a company’s culture doesn’t suit them. You have to understand who your staff are and what they want, otherwise you’re going to battle to retain them.
Alistair Mackenzie
Founder & CEO
Full House
Customer Success
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Frequently Asked Questions About Lone Worker AI
5 tools. 4 are read-only — list current safety alerts by state and tier, open one alert's full escalation timeline and outcome, report your own safety status (check-in due, active SOS), and show responder-roster coverage by site/team. The fifth, Acknowledge alert, is the single write: it takes ownership of an alert and stops the climb, behind a confirmation prompt and an authorization check.
No. Acknowledge alert is flagged risky. The app shows its own confirmation prompt before anything changes, and the write only commits if you're a responder on that alert's roster (or an admin) — the same authorization the responder surface enforces. A confirmation gate is not an authorization gate; both apply.
No. SOS is a deliberate one-tap action the worker takes in the app — it captures location at trigger time, and the agent can't fire it. Resolution requires a responder to record an outcome and a note on the alert page. The agent reads both states and acknowledges; it never starts or closes them.
The escalation engine — not the agent — drives it. An alert notifies a tier, waits ~120 seconds for an acknowledgement, and climbs to the next tier if none arrives; first-ack-wins and the rows are locked so two responders can't both claim it. If the roster is exhausted, a non-suppressible dead-man's-switch fires to all safety admins on push, email, SMS, and voice. The agent reads this live and can stop the climb by acknowledging — it never reroutes it.
Defaults are a 60-minute check-in interval with a 10-minute grace period. When a check-in lapses past its grace, the missed detector raises an alert and the escalation begins. The agent's My safety status tool reports your next armed check-in's due time, and Active alerts surfaces alerts already in flight.
Time to first acknowledgement, dead-man's-switch rate, overdue-detection latency, roster-gap lead time, and retro-timeline completeness. Compare against your pre-agent baseline.
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