Intelligent Submission Intake
Classify incoming submission packages, extract key risk data, identify missing information and prepare underwriting-ready records.
Kumaran's Insurance Document Intelligence
Turn Insurance Documents into Decision-Ready Intelligence
Transform complex P&C submissions, loss runs, SOVs and claims documents into trusted, structured insurance data - and use that data to power underwriting and claims AI.
400+
Unique Loss Run formats supported
10+
LOB's Documents Support
22K+
Documents per month for auto indexing queue automation
270K+
Loss Run Pages
Overview / Introduction
From Documents to Decisions
Insurance teams still spend significant time interpreting broker emails, PDFs, spreadsheets, ACORD forms, loss runs, Statements of Values and claims documents before they can make a decision.
Kumaran Insurance Document Intelligence combines cognitive document processing, insurance domain knowledge and AI to convert that complexity into trusted, structured and decision-ready intelligence.
The result: faster intake, less manual handling, better data quality and an AI-ready information foundation for underwriting and claims workflows.
Why Document Intelligence
Why Insurance Document Intelligence
Insurance documents are not just unstructured - they are context-heavy, inconsistent and decision-critical.
Submission complexity
A single commercial submission may include broker emails, ACORD applications, loss runs, SOV spreadsheets, supplemental forms, inspection reports and supporting PDFs.
Carrier and template variation
Loss runs and other documents vary significantly by carrier, line of business, layout, terminology and data presentation.
Manual re-keying and review
Underwriters and claims professionals spend valuable time locating, interpreting, validating and re-entering information before acting on it.
Cross-document inconsistencies
Values, locations, coverage details and loss information may conflict across applications, schedules and supporting documents.
AI needs trusted context
Copilots and agents are only as reliable as the insurance data, source traceability and validation controls feeding them.
Our Expertise (Solution)
One intelligence layer. Multiple P&C workflows.
Loss Run Intelligence
Normalize historical claims across carrier-specific formats; extract claim-level data and support frequency, severity and large-loss analysis.
SOV & Exposure Intelligence
Ingest and validate Statements of Values, location schedules and exposure data; identify missing, duplicate or inconsistent information.
Underwriting Document Intelligence
Create submission summaries, cross-document comparisons, source grounded Q&A and inputs for underwriting copilots and guideline checks.
Claims Document Intelligence
Structure information from FNOLs, reports, estimates, invoices, correspondence and other claim files to accelerate adjuster review.
Human-in-the-Loop Validation
Route uncertain or high risk fields for human review before downstream use.
API & Core-System Integration
Deliver structured outputs (JSON/API/Excel) to underwriting workbenches, policy/claims platforms, CRM, data platforms and enterprise workflows.
Our Approach
Start Small. Prove Value. Scale Fast.
Insurance AI transformation doesn't need to begin with a multi-year program.
Kumaran helps insurers move through a practical adoption path.
01
Stage 01 / Of 05
Discover
Identify document-intensive processes, bottlenecks and measurable business outcomes.
01
Stage 01
Discover
Identify document-intensive processes, bottlenecks and measurable business outcomes.
02
Stage 02
Prove
Run a focused Proof of Value using representative insurance documents and workflows.
03
Stage 03
Integrate
Connect the solution with existing underwriting, policy, claims and data platforms.
04
Stage 04
Scale
Expand across products, business units and document types.
05
Stage 05
Intelligent Automation
Add copilots, reasoning and agentic workflows as confidence and governance mature.
Why Kumaran
Why Kumaran for Insurance Document Intelligence
Insurance-first document experience
Kumaran has processed complex P&C loss runs across 400+ unique templates and across LOB's - Workers Compensation, Commercial Auto, Commercial Property, General Liability, Inland Marine/Cargo/Equipment; Professional & Specialty Liability; Crime; Umbrella/Excel Liability.
Beyond OCR
Combine OCR, NLP, machine learning, extraction, validation and GenAI to move from document digitization to insurance intelligence.
Designed for complex documents
Support tables, multi-page reports, spreadsheets and structured/semi structured/unstructured content.
Built for integration
API-first patterns allow document intelligence to complement existing underwriting, claims and enterprise platforms.
Human oversight by design
Confidence scoring and exception handling help keep business users in control of decision-critical information.
Path to AI-enabled insurance operations
Use trusted document data as the foundation for underwriting copilots, claims assistants and governed agentic workflows.
Related Case Studies
See our work in action
1.24M RECORDS VALIDATED PER MINUTE
Validating Complex CreditLens Migrations for a Top Bank - 26.6M Records Checked in 21.5 Minutes
The bank's Credit Risk Technology's CreditLens Migration Testing business needed to migrate data from CreditLens into a new in-house Financial Assessment application across roughly 9 main transaction tables...
1.24MRECORDS VALIDATED PER MINUTE
238K RECORDS MIGRATED, MASKED & VALIDATED PER MINUTE
How We Secured a 3.3M-Record Dev/UAT Migration for a Leading Bank - Masked, Encrypted & Validated in 14 Minutes
The bank's Portfolio Project Management business needed to migrate 3.3 million production records across 61 tables into the Dev/UAT environment for realistic application performance testing...
238KRECORDS MIGRATED, MASKED & VALIDATED PER MINUTE
1.9M RECORDS COMPARED PER MINUTE, END TO END
How We Automated ETL Regression Testing at Scale for an Enterprise Bank - 200M Records Validated in Under 2 Hours
The bank's Equity Markets & Prime Brokerage Technology business ran roughly 800 batches in production. Whenever batch logic changed, the team needed to regression-test every affected ETL job...
1.9MRECORDS COMPARED PER MINUTE, END TO END
920K RECORDS MIGRATED & VALIDATED PER MINUTE
23 Million Records, Zero Errors - How a Leading Canadian Bank Moved Off DB2 with DQV
The bank's Retail Wealth Management Technology business wanted to migrate roughly 23 million records across 15 tables from its IBM DB2 database to a new MS SQL Server database on Azure cloud...
920K RECORDS MIGRATED & VALIDATED PER MINUTE
96% FASTER VALIDATION VS. MANUAL PROCESS
96% Faster Data Reconciliation - Zero-Guesswork Validation for one of the Top 5 Canadian Bank's Global Derivatives Business
The bank's Global Derivatives/FICC business generated a massive volume of trade data every day from multiple source trading systems. Validating each record by hand made QA effort during SIT and UAT significantly high...
96%FASTER VALIDATION VS. MANUAL PROCESS
Financial Services
Informix to Oracle Migration for a Leading US Bank
Legacy application performance transformed through a seamless Informix-to-Oracle migration — leveraging Kumaran's deep database modernization expertise.
Read full case studyBlog & Resources
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Explore how AI is revolutionizing insurance with faster claims, better risk assessment, and improved customer experience. Learn more today!
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Nov 2023
Revolutionizing Loss Run Reports: The Impact of Cognitive Document Processing in P&C Insurance industry
Discover how Cognitive Document Processing (CDP) revolutionizes Loss Run report handling in P&C insurance with automation, AI-driven accuracy, and cost savings.
Read article
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Nov 2023
Modernizing Apps: The Agile Way
App Modernizations are already transforming applications worldwide. Here is how to do it through Agile for a quick quantum leap toward the future.
Read article
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Mar 2025
Mainframe Modernization: Avoiding Downtime and Disruption
Learn how to modernize legacy mainframe systems without downtime using automation, phased rollouts, and hybrid cloud strategies.
Read article
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Feb 2025
Can the Cloud Replace Mainframes?
Cloud can’t replace everything. Learn when to keep your mainframe, when to switch, and how to build a smart hybrid system.
Read article
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Sept 2024
Artificial Intelligence (AI) In Insurance
Explore how AI is revolutionizing insurance with faster claims, better risk assessment, and improved customer experience. Learn more today!
Read article
Blog
Nov 2023
Revolutionizing Loss Run Reports: The Impact of Cognitive Document Processing in P&C Insurance industry
Discover how Cognitive Document Processing (CDP) revolutionizes Loss Run report handling in P&C insurance with automation, AI-driven accuracy, and cost savings.
Read article
Blog
Nov 2023
Modernizing Apps: The Agile Way
App Modernizations are already transforming applications worldwide. Here is how to do it through Agile for a quick quantum leap toward the future.
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Ready to Start?
Ready to Turn Insurance Documents into Action?
Start with a focused P&C workflow - Loss Runs, submission intake, SOVs or claims documents - and build toward AI-enabled underwriting and claims operations.