Product Deep-Dive

EdgeSentinel + SentIQ

AI-driven ATM monitoring and operational intelligence platform. From reactive ticket-handling to proactive observability — with predictive failure analytics that prevent outages before customers notice.

3-Layer
Unified Platform
Edge AI
SentIQ Prediction
mTLS
Bank-Grade Security
ITSM/SIEM
Native Integrations
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The Problem We Solve

From Reactive to Proactive ATM Ops

Tier-1 banks told us: ATM monitoring is broken. Tickets created after customer impact. Engineers dispatched blind. Repeat incidents. SLA breaches discovered late.

❌ Before EdgeSentinel
ATM fails → ticket created after customer impact
Remote triage depends on manual log pulls
Engineer dispatched without likely root cause
Repeat visits due to unclear symptoms
SLA breach discovered late — after damage
No visibility into which ATMs will fail next
✅ With EdgeSentinel + SentIQ
Early warning: degraded signals & anomaly alerts before failure
Correlated incident timeline: device + OS + transaction
Evidence pack auto-attached to ticket
Remote actions resolve a % of incidents immediately
Dispatch: right parts, right skill, right time
SentIQ predicts failures 72 hours ahead
EdgeSentinel · Platform Walkthrough
EdgeSentinelSentIQ_Video_Promotion_2026_2_Final.mp4

EdgeSentinel + SentIQ — NOC dashboard, ATM drilldown & predictive analytics walkthrough

Platform Demo

From Reactive to
Predictive in Minutes

See a live walkthrough of the EdgeSentinel NOC dashboard — real-time estate health, per-ATM drilldown, and SentIQ's 72-hour failure predictions.

  • NOC command-centre view with live estate health score
  • Per-ATM incident timeline correlated across XFS + OS + transactions
  • One-click remote actions — service restart, log upload, cache clear
  • SentIQ predictive model catching failures 72 hours ahead
  • Auto-generated evidence packs attached to ITSM tickets
Layer 1

Edge Signal Agents
(ATM-Side)

Lightweight, resilient agents designed to deploy at each ATM — collecting real-time telemetry without impacting ATM operations. Designed for low-bandwidth and high-scale estates.

Secure mutual TLS identity per agent. Store-and-forward for offline ATMs. Policy-controlled remote actions.

Learn More
OS Telemetry

CPU, memory, disk, processes, services, event logs, uptime/reboots

XFS Device Status

Device states, error codes, readiness, retries, timeouts — XFS-aware

Application Logs

Configurable collectors and parsers for ATM app, middleware, custom patterns

Network Signals

Latency/loss checks to endpoints, link stability indicators

Offline Handling

Local buffering + guaranteed delivery when link restores (store-and-forward)

Remote Actions

Service restart, process restart, cache clear, log upload — all policy-gated

mTLS Security

Certificate identity, tamper-resistant configs, signed updates

Noise Controls

Sampling controls to prevent data storms from high-frequency events

Layer 2

EdgeSentinel Platform
(Central)

The central observability engine — ingesting, normalising, and correlating telemetry from every ATM in your estate. Built for NOC command centres and bank operations teams.

RBAC, audit trails, ITSM/SIEM native integrations, SLA dashboards, and vendor scorecards.

Ingestion & Normalisation

Multi-vendor telemetry normalised into a unified event model

Correlation Engine

Device errors correlated with transaction outcomes and retry patterns

NOC Dashboards

Command centre view: estate health score, out-of-service detection in seconds

ATM Drilldown

Per-ATM incident timeline, XFS status, OS health, one-click remote actions

SLA & Vendor Analytics

MTTR by vendor/region, repeat incident rates, evidence packs for disputes

Alert Routing

By region/vendor/ATM type/severity with suppression windows

ITSM Integration

Auto-create/update incidents, attach evidence, lifecycle tracking

Role-Based Access

NOC, field ops, vendor managers, security, leadership — each with tailored views

📺 Live Dashboard Previews
EdgeSentinel NOC · Command Centre● LIVE
98.7%
Fleet Availability
12
Out-of-Service
38s
Avg MTTD
7
SLA Breaches
64%
Remote Resolved
FLEET HEALTH · 1,200 ATMs
OK (1,147) Warning (32) Critical (12) Offline (9)
🔴
Dispenser Jam · ATM-4281
Chennai South · 14m ago
🔴
Out-of-Service · ATM-0318
Mumbai West · 31m ago
🟠
High Retry Rate · ATM-1092
Delhi NCR · 52m ago
🟠
SLA At-Risk · ATM-2207
Bangalore · 1h 04m ago
🔵
Low Cash Warning · ATM-0441
Hyderabad · 1h 22m ago
Layer 3 · AI

SentIQ
AI Engine

The intelligence layer that turns data into action. SentIQ baselines each ATM's normal behaviour by location and load — then detects deviations, predicts failures, and scores SLA risk before breaches occur.

Closed-loop learning from outcomes continuously improves prediction accuracy over time.

Per-ATM Baselining

Normal behaviour modelled by location, load, and time-of-day

Anomaly Detection

Cross-signal anomalies: device + OS + transaction context

Predictive Failure Scoring

Risk score for next N hours/days — per ATM, per component

SLA Breach Risk

Early warning before a breach happens — time to act

Prioritised Worklist

"Fix these 50 ATMs first" — AI-ranked by risk and impact

Hotspot Detection

Regional/vendor/component failure pattern discovery

🔍 SentIQ in Action: Predicting a Cash Dispenser Failure

Illustrative example — signals observed over 72 hours:
Dispenser latency drifting upward (sub-threshold)
Increase in retract counts and retries
More "partial dispense" device errors in XFS logs
CPU spikes during dispense operation windows
Transaction failures increase during peak load
78%
Failure probability
next 3 days
SentIQ Next-Best Actions
• Run remote diagnostics bundle
• Check retract and jam counters
• Pre-position technician with right parts
• If risk increases → proactive downtime window
🧠 SentIQ AI Dashboards
SentIQ AI · Prioritised Maintenance Worklist● LIVE
SentIQ ranked these ATMs by predicted failure impact and probability. Fix these 8 before the morning peak — 3 are predicted to fail within 24 hours.
# ATM Risk Score Predicted Failure Window Action
1ATM-4281 · Chennai78%Cash Dispenser< 24hUrgent Dispatch
2ATM-1104 · Mumbai61%Card Reader< 48hSchedule Today
3ATM-0892 · Delhi54%Receipt Printer< 72hSchedule This Week
4ATM-2341 · Bangalore38%Network Module3–5 daysMonitor Closely

See EdgeSentinel in Your Environment

We'll prepare a demo tailored to your ATM platform and estate size. Bring your hardest operational challenge.

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