Analytics Overview

Your fleet performance vs. industry benchmarks

Connected Data Sources

Receiving real-time data from your fleet management systems

ViriCiti INIT 42 vehicles synced

AI-Powered Insights

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Overall Performance

82

vs 74 industry average

Top 18% in EU

Performance vs. Benchmark Based on 1,247 similar vehicles across EU

Energy Efficiency
1.18
+8% better
Battery Health
91%
+6% better
Charging Efficiency
88%
Average
Fleet Utilization
94%
+12% better

AI-Powered Insights

Energy efficiency is in top 20%

Your Mercedes eCitaro fleet averages 1.18 kWh/km, compared to 1.28 kWh/km industry average for similar routes.

Charging optimization opportunity

Shifting 15% of charging to off-peak hours could save ~€8,500/month. Similar fleets achieve 68% off-peak charging vs your 52%.

3 vehicles showing early degradation

BUS-004, BUS-012, BUS-023 show 5-8% higher degradation rate than benchmark. Recommend diagnostic review.

Analytics Alerts

Below benchmark: BUS-004

SoH 78% vs 85% expected

Efficiency drop detected

Route 5 buses -12% this week

New benchmark available

Q4 2024 data from 1,247 vehicles

Efficiency Trend vs. Benchmark

Battery Health Distribution

Performance Analysis

Real vs. theoretical range, consumption patterns, and efficiency analysis

+12%

237 km

Avg. Real Range

vs 212 km theoretical

+8%

1.18

kWh/km Efficiency

Benchmark: 1.28 kWh/km

Stable

-2.3%

Seasonal Impact

Winter vs Summer

Low

+3.2%

Load Impact

per 10 passengers

Real vs. Theoretical Range Comparison

Theoretical Range (Factory Spec) 212 km
Your Fleet Average 237 km (+12%)
Industry Benchmark 221 km

AI Insight

Your fleet is performing +12% above theoretical range and +7% above industry benchmark.

Key factors contributing to superior performance:

  • • Excellent driver eco-training (avg score: 92/100)
  • • Optimal route planning (low elevation change)
  • • Smart HVAC usage (climate pre-conditioning)

Route-Specific Consumption Profiles

R5

Route 5 - Amsterdam Centrum

Flat terrain, frequent stops, heavy traffic

1.08

kWh/km

Best efficiency

R12

Route 12 - Noord-Zuid

Mixed terrain, moderate stops

1.18

kWh/km

Fleet average

R22

Route 22 - Hilly District

Significant elevation, highway sections

1.35

kWh/km

+14% elevation impact

Driving Style Impact (Eco-Driving Score)

Fleet Average Eco Score 92/100

Benchmark: 84/100 • +10% better

Smooth acceleration 95%
Regenerative braking use 89%
Optimal speed maintenance 91%

Savings from eco-driving: ~€12,400/year in energy costs

Weather & Season Impact

Winter (Dec-Feb)
-8.2%

Avg: 1.28 kWh/km (HVAC heating impact)

Spring/Fall (Mar-May, Sep-Nov)
+2.1%

Avg: 1.15 kWh/km (Optimal conditions)

Summer (Jun-Aug)
-4.5%

Avg: 1.23 kWh/km (A/C cooling impact)

Tip: Pre-conditioning while charging reduces HVAC impact by ~15%

Fleet Insights

Performance analysis based on benchmark data

35

Above Benchmark

4

At Benchmark

3

Below Benchmark

1,247

Benchmark Sample

Vehicles Requiring Attention Below benchmark performance

BUS-004 • Mercedes eCitaro

Battery SoH 78% (benchmark: 85%)

-7% below benchmark

Recommend diagnostic review

BUS-012 • Solaris Urbino

Efficiency 1.42 kWh/km (benchmark: 1.28)

+11% consumption

Check tire pressure & HVAC

BUS-023 • VDL Citea

Degradation rate: 1.2%/month (benchmark: 0.7%)

Fast degradation

Charging pattern review

Top Performing Vehicles Significantly above benchmark

BUS-001

+15%

Best efficiency: 1.08 kWh/km

BUS-007

+12%

Best SoH: 96% after 2 years

BUS-015

+10%

Highest uptime: 98.5%

Battery Health Analysis

State of Health monitoring and predictions

91.2%

Fleet Avg. SoH

+6% vs benchmark

7.2 yrs

Predicted Avg. Life

+1.2 yrs vs benchmark

0.65%

Avg. Monthly Degradation

-0.15% vs benchmark

3

Batteries at Risk

Require attention

SoH Distribution vs. Benchmark

95-100% (Excellent) 12 vehicles
29% (vs 22%)
90-95% (Good) 18 vehicles
43% (vs 38%)
85-90% (Acceptable) 9 vehicles
21% (vs 28%)
<85% (Concern) 3 vehicles
7% (vs 12%)

Replacement Forecast

BUS-004

SoH: 78% • Degrading fast

~12 months

BUS-023

SoH: 82% • Monitor closely

~18 months

BUS-019

SoH: 84% • On track

~24 months

Rest of fleet (39)

SoH: 85%+ • Healthy

>3 years

Data Sources

Connected fleet management systems and integrations

Active Integrations

VC

ViriCiti

Telematics & Real-time data

Last sync: 2 minutes ago

Connected

28 vehicles synced

IN

INIT / HanseCom

Fleet Management System

Last sync: 5 minutes ago

Connected

42 vehicles synced

OCPP Charging Stations

Depot chargers via OCPP 1.6J

12 chargers connected

2 Offline

10/12 online

Available Integrations

SW

SWARCO

Traffic management & ITS

OP

Optibus

Scheduling optimization

Daimler Fleetboard

OEM telematics

Avg. Energy Efficiency

1.18 kWh/km

8% better than industry avg

Fleet Uptime

94.8%

2.3% vs last month

CO2 Avoided

156 tons

This quarter

Industry Benchmark Comparison

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Charging Analysis

Charging patterns and optimization vs. industry benchmark

Charging Optimization Opportunity

Your fleet charges 52% during off-peak hours. Top performers in the benchmark achieve 68%. Improving to benchmark level could save ~€8,500/month in energy costs.

+8%

92%

Charging Efficiency

Benchmark: 85%

-16%

52%

Off-Peak Ratio

Benchmark: 68%

-12%

€0.18

Avg. Cost/kWh

Benchmark: €0.21

+5%

0.4%

Battery Stress/Month

Benchmark: 0.6%

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Max Power: {{ station.maxPower }} kW

Today's Charging Schedule

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Energy Cost Optimization

This Month Savings €2,340

78% of potential savings achieved

Off-peak charging
-€1,850
Solar utilization
-€320
Smart load balancing
-€170

Benchmarking Service

Compare your fleet with 1,200+ vehicles across EU

Your Fleet vs Industry

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Worst Best 10%
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Optimization Recommendations

Charging Optimization

Shift 15% of charging to off-peak hours to save ~€8,500/month

Eco-Driving Training

Driver coaching could improve efficiency by 12%

Predictive Maintenance

3 vehicles showing early battery degradation signs

Reports & Exports

Generate and download fleet analytics reports

Performance Report

Fleet efficiency & KPIs

Battery Health

SoH analysis & predictions

Energy Report

Consumption & costs

CVD Compliance

EU regulatory reports

Recent Reports

Report Name Type Generated Format Status Actions
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Settings

Manage integrations, API keys and preferences

Fleet Management Integrations

IN

INIT / HanseCom

Fleet management system

Connected
VC

ViriCiti

Telematics provider

Connected
OP

Optibus

Scheduling system

Charging Infrastructure (OCPP)

Depot A - Amsterdam

8 chargers • OCPP 1.6J

Online

Depot B - Rotterdam

5 chargers • OCPP 2.0.1

Online

API Keys

Production Active
sk_live_****...8f3d
Development Test mode
sk_test_****...2a1c

Alert Settings

Low Battery Alerts
Maintenance Reminders
Charging Complete
Weekly Reports

Alerts & Notifications

Monitor and manage fleet alerts

Critical: Battery Temperature High

BUS-023 battery temperature exceeded 45°C threshold. Vehicle has been automatically limited to 80% power.

5 min ago

Warning: Low Battery Level

BUS-015 battery at 18%. Recommend returning to depot for charging.

12 min ago

Maintenance Due: Scheduled Service

BUS-008 is due for scheduled maintenance in 3 days (Dec 1, 2024).

1 hour ago

Info: Charging Complete

BUS-031 has completed charging. Battery at 100%, ready for service.

2 hours ago

Resolved: BUS-019 Back Online

Communication restored after 45 minutes offline. All systems nominal.

3 hours ago

Tenant Management

Manage all customer accounts

Tenant Country Plan Vehicles Status MRR

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System Monitoring

API Status

Healthy

Response: 45ms avg

Database

Connected

MongoDB Atlas M10

CPU Usage

23%

Memory

1.2 GB

of 4 GB allocated

User Management

Manage platform users and permissions

User Tenant Role Last Active Status Actions

Jan Bakker

jan.bakker@keolis.nl

 Keolis Nederland Admin 2 hours ago Active

Maria Schmidt

m.schmidt@bvg.de

 BVG Berlin Manager 1 day ago Active

Paolo Rossi

p.rossi@atm.it

 ATM Milano Viewer 5 days ago Inactive

Platform Integrations

Manage third-party integrations and APIs

Fleet Management Systems

IN

INIT / HanseCom

REST API v2.1

Enabled
SW

SWARCO

REST API v1.8

Enabled
OP

Optibus

Coming soon

Beta

Charging Protocols

OCPP 1.6J

Open Charge Point Protocol

Active

OCPP 2.0.1

Latest protocol version

Active

Telematics Providers

VC

ViriCiti

Real-time vehicle data

Connected
GX

Geotab

Fleet telematics

Pending

Cloud Services

AWS

eu-west-1 region

Primary
MDB

MongoDB Atlas

M10 Cluster

Connected

Data Sources

Manage external data integrations for AI-powered analytics

Connected Sources

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Active & syncing

Pending Auth

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Requires action

Failed Sources

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Needs attention

AI Queries (24h)

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Total usage

OEM Telemetry

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Last sync: {{ source.lastSync }}

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Quality

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Vehicles

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AI Queries

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FMS Providers

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Last sync: {{ source.lastSync }}

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Quality

{{ source.dataQuality }}%

Vehicles

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AI Queries

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{{ source.status === 'pending' ? 'Awaiting authentication...' : 'Connection failed - check credentials' }}

External APIs

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Last sync: {{ source.lastSync }}

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Quality

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Vehicles

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AI Queries

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Charging Networks

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Last sync: {{ source.lastSync }}

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Quality

{{ source.dataQuality }}%

Vehicles

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AI Queries

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Data Quality

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Vehicles Connected

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AI Queries (24h)

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Sync History

Last successful sync
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Sync frequency
Every 5 minutes
Total records
{{ (selectedDataSource.vehiclesConnected || 0) * 1247 }} data points

AI Configuration

Configure AI models, data sources, and analysis capabilities

AI Model Settings

Higher quality models provide better insights but cost more

Precise (0.0) Balanced (0.7) Creative (1.0)

Maximum length of AI responses (256-8192)

Data Source Priority (Drag to reorder - highest priority first)

OEM Telemetry

Mercedes, Solaris, BYD direct data

Priority 1

FMS Providers

ViriCiti, INIT, Optibus data

Priority 2

Benchmark Database

1,247 e-buses EU-wide aggregated data

Priority 3

External APIs

Weather, CVD Compliance, Market Intel

Priority 4

Enabled Analysis Types

AI Usage Analytics (Last 30 days)

Total Queries

1,847

+23% vs last month

Avg Response Time

1.8s

-0.3s improvement

User Satisfaction

94%

Based on 342 ratings

Insights Generated

127

Proactive alerts sent

Top 5 Questions (Last 7 days)

1

"What is the average battery health of my fleet?"

247 queries
2

"Which buses need maintenance soon?"

183 queries
3

"How does my fleet compare to the benchmark?"

156 queries
4

"Show me energy consumption trends"

142 queries
5

"Predict when BUS-247 battery will degrade to 80%"

128 queries

Test AI Assistant

AI Response

Based on the analysis of your fleet's telemetry data from 42 electric buses, the average battery State of Health (SoH) is currently 92.4%.

This is +7.4% better than the EU industry benchmark (85.0% average for fleets of similar age and usage patterns).

Battery Health Distribution:

Excellent (95-100%)
13 buses
Good (85-94%)
24 buses
Fair (75-84%)
5 buses

⚠️ Recommendation: Monitor BUS-247, BUS-089, and BUS-312 closely - they are approaching 80% SoH threshold within 6 months.

Data Sources Used:

Mercedes eSConnect ViriCiti Benchmark DB (1,247 buses)

Response time: 1.8s • Confidence: 94%

Billing & Revenue

Track revenue, invoices and subscription metrics

Monthly Recurring Revenue

€21,050

12% vs last month

Annual Run Rate

€252,600

Based on current MRR

Active Subscriptions

4

1 new this month

Avg. Revenue per Tenant

€5,263

Per month

Recent Invoices

Invoice Tenant Plan Amount Status Date
INV-2024-0047 Keolis Nederland Enterprise €12,300 Paid Nov 1, 2024
INV-2024-0048 BVG Berlin Enterprise €5,350 Paid Nov 1, 2024
INV-2024-0049 ATM Milano Professional €3,400 Pending Nov 15, 2024

Audit Logs

System activity and security events

User Login

jan.bakker@keolis.nl logged in from Amsterdam, NL

2 min ago

Report Generated

Monthly Fleet Performance report exported by jan.bakker@keolis.nl

15 min ago

Settings Changed

Alert threshold updated for BVG Berlin tenant

1 hour ago

API Key Generated

New production API key created for ATM Milano

3 hours ago

Failed Login Attempt

3 failed attempts from unknown IP (blocked)

5 hours ago

eBUS Analytics

Fleet Manager

5

Overall Performance

82/100

Above Industry Benchmark

Efficiency

+8%

Avg SoH

92%

Fleet

42 buses

Analytics Alerts

Battery Health Alert

BUS-004 at 78% SoH (7% below benchmark)

Efficiency Drop Detected

Route 5 buses -12% efficiency this week

New Benchmark Available

Q4 2024 data from 1,247 EU vehicles

Key Metrics vs Benchmark

1.18

kWh/km

+8% vs benchmark

92%

Avg SoH

+7% vs benchmark

88%

Charging Eff.

+6% vs benchmark

94.8%

Uptime

+3% vs benchmark

Performance Trends

Energy Efficiency (Last 7 days) +8% vs benchmark
Mon Tue Wed Thu Fri Sat Sun
Avg Efficiency

1.18

kWh/km

Fleet SoH

92%

Average

Charging Eff.

88%

+6% vs bench

Uptime

94.8%

+3% vs bench

Fleet Highlights

BUS-001 Best Performer

1.08 kWh/km • 96% SoH

BUS-004 Needs Attention

78% SoH (7% below benchmark)

Battery Health Overview

Fleet Average SoH

92%

+7% vs benchmark

Battery Health Distribution

95-100% (Excellent) 12 buses
90-95% (Good) 18 buses
85-90% (Fair) 9 buses
<80% (Attention) 3 buses

Requires Attention

BUS-004 78%

1.2%/month degradation (benchmark: 0.7%)

BUS-012 82%

Watch for further degradation

Active Alerts (5)

Critical SoH Alert

BUS-004 at 78% SoH, 7% below benchmark

2 hours ago

Efficiency Drop Detected

Route 5 buses showing -12% efficiency drop this week

5 hours ago

New Benchmark Data Available

Q4 2024 data from 1,247 EU vehicles

1 day ago

Performance Milestone

Fleet achieved +10% efficiency vs benchmark for 30 consecutive days

2 days ago

Predictive Maintenance Alert

BUS-023 may require battery inspection in 14-21 days

3 days ago

Mobile App

Flotta menedzserek számára készült mobil alkalmazás, amely valós idejű analytics dashboardot, benchmark összehasonlításokat és riasztásokat biztosít útközben is.

Real-time benchmark dashboard
Battery health monitoring
Push notifications analytics alerts
Performance insights AI-powered