Digital Motor Loss Assessment
Technology-supported motor loss assessment workflows using structured vehicle, damage and supporting information.
About IRC OneSource
Insurance expertise, connected to a digital operating layer.
IRC OneSource is a professionally managed, technology-driven insurance services organization specializing in Digital Motor Loss Assessment, Digital Claim Inspection, AI-Enabled Damage Assessment, AI Damage Detection, Pre-Inspection, Vehicle Valuation, Survey Support Services, Investigation Support and Insurance Process Automation.
OneSource Intelligence Layer Connected
ONE
SOURCE
AI
SOURCE
AI
InspectionDigital evidence
AssessmentStructured analysis
ValuationData-supported
ReportingMIS & audit trail
About OneSource
Built around evidence. Designed for scale.
IRC OneSource brings insurance expertise and technology together to support modern motor insurance claims, vehicle inspection and assessment workflows across India.
The organization combines experienced insurance professionals, retired senior officers, IRDAI Licensed Surveyors & Loss Assessors, automobile engineers, Chartered Accountants, quality auditors and technology experts.
Its digital ecosystem is designed around AI, cloud computing, mobile inspection, GPS, geo-tagged evidence, real-time document verification, digital workflow management, automated reporting, MIS dashboards and audit trails.
Operating Philosophy
One connected layer across the workflow.
AI + HumanAI-assisted workflows with expert validation.
Field IntelligenceDigital inspection with traceable evidence.
QualityStructured SOPs and quality-controlled reporting.
TechnologyWeb, mobile, cloud and integration-ready workflows.
2017IRC Group journey
IRC Group has been working across different fields since 2017.
The experience built through automobile and insurance-related activities provides the operating context for the technology-driven OneSource model. IRC OneSource focuses that experience on structured digital inspection, assessment, valuation, reporting and insurance process support.
Core Capabilities
From field evidence to structured insurance intelligence.
Our service capabilities are organised around the practical stages of vehicle inspection, claim assessment and insurance operations.
Digital Claim Inspection
Digital capture and workflow support for claim-related vehicle inspection, evidence collection and reporting.
AI-Enabled Damage Assessment
AI-assisted analysis designed to support identification and classification of visible vehicle damage from inspection evidence.
AI Damage Detection
Computer-vision-oriented workflows for analysing vehicle images and supporting damage review.
Pre-Inspection
Digital pre-inspection workflows for capturing vehicle condition, documentation and inspection evidence.
Vehicle Valuation
Technology-supported valuation workflows using relevant vehicle information and configured valuation logic.
Survey Support Services
Digital tools and structured information support for authorised survey and assessment workflows.
Investigation Support
Structured evidence and workflow support for investigation-related insurance processes.
Insurance Process Automation
Digital workflows, verification, reporting and MIS capabilities designed to reduce manual process dependency.
Technology Foundation
Technology that creates a traceable digital workflow.
The supplied company profile describes an ecosystem combining AI, cloud, mobile inspection and connected data workflows.
AI & Analytics
AI-assisted image analysis, analytics and rule-based workflow support for inspection and assessment processes.
Geo-Tagged Evidence
Inspection workflows can use GPS/location context and digital evidence to improve traceability where applicable.
Connected Integrations
Integration-ready architecture for verification, data exchange and connected insurance workflows.
Dashboards & MIS
Structured reporting and dashboards provide operational visibility across defined workflows.
Audit Trails
Digital workflow records can help maintain a traceable history of relevant process activity.
Web & Mobile
Digital experiences designed to support field teams, operational users and connected insurance processes.
People & Quality
Professional expertise supported by structured processes.
The organisation's operating model combines domain knowledge with technology and quality-oriented workflows.
01
Insurance Professionals
Experience from insurance and claims-oriented operations.
02
Licensed Expertise
IRDAI Licensed Surveyors & Loss Assessors within the stated professional ecosystem.
03
Automobile Engineering
Automobile engineering knowledge supporting vehicle-focused workflows.
04
Technology Experts
Technology capabilities across digital workflows, cloud, mobile and analytics.
05
Quality Control
Structured SOPs and quality-controlled reporting processes.
06
Auditability
Digital records and workflow trails designed for operational traceability.
07
Data Discipline
Structured information capture across defined inspection and assessment workflows.
08
Scalable Operations
Technology-led workflows designed to support growing operational requirements.
Operating Model
Capture. Verify. Analyse. Report.
A connected workflow helps transform field information into structured outputs for authorised stakeholders.
01 → 04Digital operating layer
Capture EvidenceVerify InformationAI / Rule AnalysisExpert ReviewAssessmentReport & MIS
The precise sequence and controls can vary according to the service, client mandate, insurer requirements and applicable workflow.
Insurance Ecosystem
Designed to connect different operational stakeholders.
OneSource capabilities can support different participants across the motor insurance and automotive ecosystem, subject to the relevant engagement.
Insurance Operations
Digital support for claim inspection, pre-inspection, assessment, valuation, investigation and reporting workflows.
InsurersClaims TeamsAssessmentMIS
Automotive Ecosystem
Structured vehicle information and digital evidence workflows for automotive and repair-related operational environments.
VehiclesWorkshopsFleetService Network
Technology with insurance understanding.
IRC OneSource combines domain experience, digital inspection, AI-assisted capabilities and structured reporting to support the evolving motor insurance ecosystem.
Explore Our Services →