Gati

Platform Overview

Multi-Agent Fleet Intelligence

Gati coordinates specialized AI agents that work together to optimize every aspect of fleet operations — from route planning to regulatory compliance.

GATI AGENT ARCHITECTURE Built on Orchestrate

Decision Layer

hub Fleet Orchestrator Coordinates all agents, resolves conflicts, optimizes global objectives

Specialist Agents

route Route Agent Dynamic routing, traffic, load optimization

ev_station Energy Agent Fuel/charging, V2G, battery health

gavel Compliance Agent E-way bill, permits, documentation

person Driver Agent Assignment, safety, fatigue, coaching

build Maintenance Agent Predictive maintenance, scheduling

Data & Integration Layer

Telematics VAHAN API E-way Bill Fastag DISCOM Maps API Weather Traffic

Agent Modules

Six Specialized Agents, One Coordinated System

Each agent is an expert in its domain. The Fleet Orchestrator coordinates them to achieve optimal outcomes.

route

Route Intelligence Agent

Real-time Optimization

Continuously optimizes routes based on traffic, weather, delivery windows, and vehicle constraints. Handles disruptions with automatic re-routing.

Multi-stop optimization Traffic prediction Load balancing Return load matching Toll optimization

Output: "Reroute Vehicle 47 via NH48. Save 23 mins, avoid Pune congestion. Customer ETAs updated."

ev_station

Energy Management Agent

EV & Fuel Optimization

Manages energy across mixed ICE/EV fleets. Optimizes charging schedules, monitors battery health, coordinates V2G opportunities.

Charging schedule optimization Battery degradation prediction V2G coordination Range anxiety mitigation Fuel theft detection

Output: "Charge EV-12 at Depot B during off-peak (₹4.2/kWh vs ₹8.1 peak). 340km range sufficient for tomorrow's routes."

gavel

Compliance Automation Agent

India-Specific Regulations

Automates the complexity of Indian logistics compliance. Generates e-way bills, manages inter-state permits, tracks document validity.

E-way bill generation Inter-state permits Fitness certificate tracking PUC compliance Fastag reconciliation

Output: "E-way bill EWB-4729183 generated. Maharashtra→Gujarat transit. Valid 24hrs. Driver notified in Marathi."

person

Driver Management Agent

Safety & Performance

Manages driver assignment, monitors safety, ensures HOS compliance, provides coaching in the driver's language.

Optimal assignment Fatigue prediction HOS compliance Behavior scoring Vernacular coaching

Output: "Rajesh approaching 8hr driving limit. Mandatory rest at Indore (23km). Relief driver Sunil assigned for remaining leg."

build

Maintenance Intelligence Agent

Predictive & Prescriptive

Predicts maintenance needs from telematics, schedules service during low-demand windows, optimizes parts inventory across depots.

Failure prediction Optimal scheduling Parts inventory Warranty tracking Service history

Output: "Vehicle MH-12-AB-1234: Brake pad wear 78%. Schedule replacement Sunday (low utilization). Parts available at Mumbai depot."

hub

Fleet Orchestrator

Coordination & Optimization

The central coordinator. Resolves conflicts between agents, optimizes for fleet-wide objectives, handles exceptions and escalations.

Multi-agent coordination Conflict resolution Global optimization Exception handling Human escalation

Output: "Conflict: Route Agent wants Vehicle 12 for Pune delivery, Maintenance Agent flagged for service. Resolution: Reassign to Vehicle 18, defer maintenance to Monday."

For Developers

Gati SDK

Integrate fleet intelligence into your applications.

pip install gati Python 3.9+

from gati import Gati, Fleet, Vehicle

# Initialize client
client = Gati(api_key="your-api-key")

# Get optimized routes for today's deliveries
routes = client.route.optimize(
    fleet_id="fleet-mumbai-01",
    deliveries=today_deliveries,
    constraints={
        "driver_hos": True,
        "ev_range": True,
        "delivery_windows": True
    }
)

# Generate e-way bills for the routes
for route in routes:
    ewb = client.compliance.generate_eway_bill(
        vehicle=route.vehicle,
        consignments=route.deliveries,
        auto_submit=True
    )
    print(f"EWB {ewb.number} generated for {route.vehicle.registration}")

EV Fleet Management

# Optimize charging schedule
schedule = client.energy.optimize_charging(
    fleet_id="ev-fleet-01",
    strategy="cost_minimize",  # or "time_minimize"
    v2g_enabled=True
)

# Check battery health across fleet
health = client.energy.battery_health(
    fleet_id="ev-fleet-01"
)
for v in health.vehicles:
    if v.degradation > 20:
        print(f"Alert: {v.id} battery at {v.soh}% SoH")

Webhooks

# Subscribe to fleet events
client.webhooks.create(
    url="https://your-app.com/gati-events",
    events=[
        "route.deviation",
        "compliance.expiry_warning",
        "maintenance.prediction",
        "driver.fatigue_alert",
        "delivery.completed"
    ]
)

SDK Features

check Full type hints for IDE support
check Async/await for high-throughput operations
check Pandas integration for analytics
check Real-time streaming for live tracking
check Retry logic and circuit breakers built-in

Integrations

check GST Portal (E-way Bill API)
check VAHAN / SARATHI
check Google Maps / MapMyIndia
check Fastag (NPCI)
check Major telematics providers

Use Cases

Gati Across Fleet Segments

Logistics

Freight & Distribution

End-to-end optimization for trucking and distribution fleets.

FTL/LTL route optimization
Hub-and-spoke coordination
E-way bill automation
Return load matching

Last Mile

E-commerce & Delivery

High-density urban delivery optimization.

Dynamic slot management
Rider assignment optimization
Customer ETA accuracy
Failed delivery handling

EV Fleets

Electric Fleet Operations

Purpose-built for the unique challenges of EV fleets.

Range-aware routing
Charging infrastructure planning
Battery health management
V2G revenue optimization

Public

Public Transport & Buses

Schedule optimization for bus fleets and public transit.

Demand-responsive scheduling
Driver rotation optimization
Depot management
Passenger load balancing

India-Specific

Built for Indian Roads

Gati isn't a localized global product. It's built ground-up for Indian fleet operations.

22 languages for driver communication
Inter-state permit complexity handled natively
E-way bill generation and tracking
Fastag reconciliation and toll optimization
Tier 2/3 routing with local road knowledge
Cash + digital payment handling

Discuss your fleet

Compliance Coverage

E-way Bill (GST) Automated

Inter-State Permits 28 States

VAHAN Integration Native

AIS 140 Telematics Compliant

FAME II / EV Policy Aligned

Trust & Safety

Reliable Fleet AI

Fleet decisions have real-world consequences. Gati is built on Rotavision's trust infrastructure.

securityGuardian Monitoring

Every agent decision is monitored for reliability. Detect drift, hallucination, or degradation before it impacts operations.

verifiedVishwas Explainability

Understand why Gati made each decision. Critical for driver disputes, customer complaints, and regulatory audits.

lockSankalp Sovereignty

Fleet data stays in India. Complete audit trails. DPDP Act compliant. Your data, your control.

Deployment

Flexible Deployment Options

SaaS

Multi-tenant cloud deployment. Fastest time to value. Pay per vehicle.

Best for: SMB fleets, quick pilots

Dedicated Cloud

Single-tenant deployment on AWS Mumbai, Azure India, or GCP. Your own instance.

Best for: Enterprise fleets, data isolation needs

On-Premise

Deploy in your data center. Air-gapped option available for sensitive operations.

Best for: Defense logistics, government fleets

Get the complete Gati product brief with technical architecture, integration guide, and pricing.