Inference liveExisting cameras · Local AI · No cloud video

Turn your existing cameras intoan operations command center.

HallKeep detects operational issues from your camera feeds, routes them to the right team, tracks response SLAs, and keeps every incident searchable — all from a local on-site appliance.

  • Works with existing IP cameras
  • Local on-site AI appliance
  • SLA-aware incident lifecycle
  • Staff claim & resolve
  • Searchable visual evidence
  • No footage to the cloud by default
The gap

Your cameras record everything. Your team still misses what matters.

Most sites already have cameras, but the footage is passive — reviewed only after a complaint, incident, or audit. HallKeep turns camera motion into structured events that can be assigned, resolved, measured, and searched.

Too many cameras to watch

Important issues appear and disappear before anyone notices. No one can stare at every feed all shift.

No operational accountability

A problem may be seen, but nobody knows who claimed it, when it was resolved, or whether the SLA was breached.

Footage is hard to search

Finding the right clip means scrubbing through hours of video — long after the moment that mattered.

Cloud video is a privacy risk

Many sites can't send footage to a third-party cloud or a shared multi-tenant system. The data has to stay on site.

The operational loop

From camera motion to operational response.

Not just detection. HallKeep runs the whole loop — every event is explained, owned, resolved, measured, and searchable.

01 · DetectConfigured events, not raw motionHallKeep analyzes relevant camera frames and identifies the objects, scenes, and behaviors you configure for each zone.polygon-scoped · per camera
02 · ExplainReadable, structured eventsEach event carries camera, zone, timestamp, confidence, and context — a description a duty manager can act on, not a blob of metadata.camera · zone · confidence
03 · AssignRouted to the right teamAlerts route to the right team, floor, role, or escalation path — by schedule and responsibility, not a broadcast to everyone.shift- & role-aware
04 · ResolveClaimed and closed with proofStaff claim and close incidents from the field with notes, proof photos, and timestamps. Every action is attributed.who · when · proof
05 · ReportSLA status and patternsManagers see SLA status, breach history, unresolved issues, and recurring problems by site, floor, team, or event type.warning · breach · trend
06 · SearchFind the evidence laterOperators find past incidents by camera, time, status, object label, and caption — without scrubbing hours of footage.filterable history
Event lifecycle

Every detection is a clock that someone has to answer.

Five states are the only contract between the camera, the SLA engine, and the duty manager — identical in the database, the API, and the wallboard pill.

Detected01

First frame match. Below the consecutive-frame threshold. Visible in the inspector but not yet routed.

silent · auto
Confirmed02

Threshold met. Bounding-box snapshot persisted. First alert goes out. The duty manager can claim.

N=3 frames · 5 min
Warning03

Unresolved past the per-type warning window. Escalation alert, second route fans out.

SLA · configurable
Breach04

Past the breach window. Logged for compliance. Routes to the escalation roster. Counts against SLA.

red · audit-flagged
Resolved05

Operator closed the event with an optional proof photo and notes. Resolution time recorded.

attribution · retained
More than detection

A full incident lifecycle, not just an alerting layer.

Detection is the easy part. HallKeep ships the workflow, SLA, and evidence tooling an operations team actually runs on.

AI event detection

Turn motion into meaningful events with configurable object and scene detection, scoped to the zones that matter per camera.

Configurable vocabulary

SLA-aware workflows

Every event has a clock. Configure warning and breach thresholds by event type, site, floor, or team.

Warning · breach · escalate

Staff claim & resolve

Send alerts to the right people and capture who claimed, resolved, and documented each incident — with proof.

Accountable by default

Local deployment

Run on an on-site appliance connected to your existing cameras and recorder infrastructure. No cloud video.

On-prem · single-tenant

Searchable evidence

Find incidents by camera, time, object, status, or caption — the depth of search depends on your deployed feature tier.

Filter · review · search

Manager dashboard

See active events, breach risk, response performance, recurring issues, and operational trends at a glance.

Wallboard · reports
Deployment

Works with the cameras and network you already have.

HallKeep runs at the edge. It connects to your existing cameras and recorder/NVR, processes events locally on an on-site appliance, and exposes dashboards and staff workflows to authorized users.

No fleet to replace. No third-party cloud for video. Operational data stays under site control.

  • Form factorOn-site appliance, one per site — commonly a Mac mini-class device.
  • CamerasRTSP, HLS, or HTTP snapshot. Works with existing IP cameras and NVRs.
  • ProcessingLocal inference at the edge. Configurable, zone-scoped, cost-aware.
  • NetworkPrivate LAN or mesh VPN. No public IP required.
  • StorageEvents and snapshots retained on the appliance, on a rolling window.
  • OutboundAlerts and an optional license heartbeat. No camera footage by default.
See deployment
CUSTOMER LAN · NO PUBLIC IPCAM-LB02RTSPCAM-LOBBYHLSCAM-AISLESNAPSHOTCAM-DOCK3RTSPHallKeepAPPLIANCE · LANdetect · sla · routeInferencelocal model/detectRoutingPush · WebhookMessagingheartbeat
Local appliance · single-tenant · LAN-first
Security & privacy

AI camera operations without cloud video exposure.

Built for sites that need camera intelligence but can't send sensitive footage to an external cloud by default. Processing happens locally, with access controlled by the operator.

Read security & privacy
  • Local-first architecture
  • No camera footage needs to leave the site
  • Operator-controlled users and access
  • API-key protected integrations
  • Designed for private LAN deployment
  • Optional outbound license heartbeat only
Request a demo

See what your cameras are missing.

Book a demo and we'll map HallKeep to your site, your cameras, your event types, and your response workflow.