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Insurance 18 weeks

Insurance Claims Automation: 70% Processing Cost Reduction for US Insurer

Deployed AI document processing and claims routing that cut cost-per-claim 70% and processing time from 8 days to 18 hours for a US regional insurer.

AI Development Document Automation API Integration Cloud Infrastructure
Verified Results NDA Signed US-Based PM Fixed Price
-70%
Cost per Claim
Fully-loaded processing cost
18 hours
Processing Time
Down from 8-day average
60%
Auto-Settlement Rate
Claims resolved without adjuster review
-70%
Cost per Claim
Fully-loaded processing cost
18 hours
Processing Time
Down from 8-day average
60%
Auto-Settlement Rate
Claims resolved without adjuster review

The Business Challenge

Claims adjusters were manually reviewing 1,200 claims daily — extracting data from PDFs, photos, and handwritten forms. Processing backlogs reached 12 days during peak periods, causing policyholder complaints and regulatory scrutiny.

For many Insurance organizations across the United States, this type of operational bottleneck is all too familiar. Manual processes, legacy systems, and disconnected workflows create compounding inefficiencies that cost both time and revenue — often without leadership having a clear line of sight into the true cost.

MidWest Mutual Insurance needed a partner who understood the technical complexity and the business urgency. Delivery speed mattered, but so did long-term maintainability, security, and the ability to scale as the business grew.

Our Solution

We built an AI claims processing pipeline with OCR, document classification, automated data extraction, and intelligent routing. Fraud signals are scored in real time; 60% of claims route to automated settlement without adjuster involvement.

Our engineering team architected the solution with production scalability in mind from day one — not as an afterthought. Every component was evaluated against real-world load expectations, and the system was designed to handle growth without requiring expensive re-architecture six months after launch.

We maintained weekly video demos with MidWest Mutual Insurance's leadership throughout the build. This meant no surprises at launch and full stakeholder alignment at every milestone. Every sprint delivered working, tested software — not just progress reports.

Our Approach

Phased deployment starting with auto claims (highest volume), expanding to property claims after proving 96% extraction accuracy in production.

How We Delivered It

Every TechVerse project follows a structured delivery process designed to minimize risk, maximize transparency, and get working software in front of stakeholders as fast as possible. Here's how we approached this Insurance project:

1

Discovery & Scoping

2-week paid discovery sprint with MidWest Mutual Insurance to map requirements, define acceptance criteria, and produce a fixed-price project plan. No surprises after sign-off.

2

Architecture & Technical Design

Senior engineers design the full technical architecture before writing production code. Every decision is documented and reviewed with stakeholders.

3

Agile Delivery in 2-Week Sprints

Working software delivered every sprint. Weekly video demos with MidWest Mutual Insurance leadership kept all stakeholders aligned throughout the 18 weeks.

4

QA, Security & Performance Testing

Every feature is tested against acceptance criteria before it is considered done. Load testing and security review happen before any production deployment.

5

Launch, Handover & Support

Structured go-live with dedicated hypercare support. Full code ownership transferred to the client along with documentation, runbooks, and knowledge transfer sessions.

Measurable Business Impact

Results were measured against pre-project baselines established during our discovery phase. Every metric below reflects documented before/after comparisons, not projections or estimates.

-70%
Cost per Claim
Fully-loaded processing cost
18 hours
Processing Time
Down from 8-day average
60%
Auto-Settlement Rate
Claims resolved without adjuster review
810%
Return on Investment
Measured within 12 months of project launch
"

Our adjusters now handle complex claims that actually need human judgment. The AI does the paperwork.

K
Karen Mitchell
VP Claims Operations, MidWest Mutual Insurance

Why This Project Matters

The Insurance sector in the United States is undergoing rapid digital transformation. Organizations that invest in custom software and AI-powered automation today are building structural advantages that will be extremely difficult for competitors to close — lower cost structures, faster response times, and better customer experiences compounding year over year.

This project for MidWest Mutual Insurance is a strong example of what's achievable when business requirements are clearly defined, technology choices are made deliberately, and delivery is structured around measurable outcomes rather than billable hours.

For US companies in the Insurance space evaluating similar investments: the ROI case is typically clearer than expected, and the risk is manageable with the right partner and the right contract structure. Fixed-price engagements with milestone-based payments and clear acceptance criteria protect both sides and keep projects on track.

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Project Details

ClientMidWest Mutual Insurance
IndustryInsurance
Timeline18 weeks
ROI810%
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Technologies Used

Python AWS Textract GPT-4 FastAPI PostgreSQL React

Services Delivered

AI Development
Document Automation
API Integration
Cloud Infrastructure
3 slots open · AI-first development

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