AI Agents
A deliberately lean agent architecture
Four agents, each with one mission. They share the same signals and the same loop: signals → reasoning → decision → action → outcome → learning.
Fleet Optimisation Agent
Maximise fleet utilisation and asset productivity.
Reasoning runs today
48
Recommendations
26
Acceptance
73%
Realised value
AED 486K
Reasons across
Produces
- Demand Forecast
- Utilisation Forecast
- Fleet Reallocation Recommendations
- Idle Fleet Opportunities
- Asset Productivity
- Capacity Risks
Customer Journey Agent
Deliver proactive, personalised customer experiences throughout the rental lifecycle.
Reasoning runs today
2,140
Recommendations
884
Acceptance
69%
Realised value
AED 372K
Reasons across
Produces
- Next Best Action
- Extension Probability
- Upgrade Propensity
- Churn Risk
- Customer Sentiment
- CLV
- Human Escalations
Escalates to a human with full conversation context on complaints, damage disputes and legal or fine matters.
Revenue & Pricing Agent
Maximise revenue and margin from available fleet and demand.
Reasoning runs today
36
Recommendations
21
Acceptance
57%
Realised value
AED 298K
Reasons across
Produces
- Pricing Recommendations
- Demand Opportunities
- Upgrade Recommendations
- Add-on Recommendations
- Channel Mix Recommendations
- Revenue Forecast
- Margin Opportunity
All material pricing actions require human approval. No price is ever changed automatically in V1.
Commercial Performance Agent
Measure commercial outcomes and continuously improve AI decisions.
Reasoning runs today
12
Recommendations
9
Acceptance
100%
Realised value
—
Reasons across
Produces
- Fleet Utilisation
- Revenue per Available Vehicle
- Revenue per Rental Day
- Margin
- Add-on Penetration
- Upgrade Rate
- Direct Booking Share
- Retention
- CLV
- Agent Recommendation Performance
Learns which recommendations actually create incremental value and re-weights future agent output.
Shared signal layer
All agents read the same uploaded data and the same knowledge base — no agent has a private view of the truth.
Signals
Bookings, fleet, availability, transactions, rates, movements, maintenance, damage, CSI, channel and margin data from the Data Hub.
Knowledge
Rental, fuel, fine, insurance and upgrade policies, vehicle catalogue, add-ons, branch information, leasing and corporate programmes.
Guardrails
No automatic price changes. Human escalation on complaints, damage and fines. Every recommendation carries confidence and expected impact.