Case Study

Case Study

AI-Powered Claims Processing for an Auto Insurtech

Company

Confidential (Insurance Technology Client)

Company

Confidential (Insurance Technology Client)

Company

Confidential (Insurance Technology Client)

Services

Use Case Discovery · Computer Vision · Explainable AI Integration · Pilot Deployment

Services

Use Case Discovery · Computer Vision · Explainable AI Integration · Pilot Deployment

Services

Use Case Discovery · Computer Vision · Explainable AI Integration · Pilot Deployment

Industry

Real Estate

Industry

Real Estate

Industry

Real Estate

Website

Website

Year

2025

Year

2025

Year

2025

man holding umbrella
man holding umbrella
man holding umbrella

A growing insurtech automated vehicle damage assessment using custom-trained computer vision models, reducing dependency on manual claims reviews.

a magnifying glass sitting on top of a piece of paper

Ronan Velez

CEO of Skyline Developments

"We always dreamed of playing in the big league, but we didn’t know how to get there. The team gave us the plan, the structure, and the confidence to take that leap. Now Skyline is not just a builder — we’re a brand people trust."

The challenges they faced

  • No strong brand identity to attract investors or buyers.

  • Limited experience in structuring large-scale projects.

  • Marketing was outdated and relied on word-of-mouth.

  • Struggled to secure financing for expansion.

Our approach

We carried out detailed market research to identify the most profitable property segments. Next, we built a scalable business plan and financial structure that appealed to banks and investors. We rebranded Skyline with a modern, professional identity and launched digital marketing campaigns that showcased their projects in the best light. To support growth, we developed sales playbooks and introduced a CRM system for lead management.

The challenges they faced

  • No strong brand identity to attract investors or buyers.

  • Limited experience in structuring large-scale projects.

  • Marketing was outdated and relied on word-of-mouth.

  • Struggled to secure financing for expansion.

Our approach

We carried out detailed market research to identify the most profitable property segments. Next, we built a scalable business plan and financial structure that appealed to banks and investors. We rebranded Skyline with a modern, professional identity and launched digital marketing campaigns that showcased their projects in the best light. To support growth, we developed sales playbooks and introduced a CRM system for lead management.

The challenges they faced

  • No strong brand identity to attract investors or buyers.

  • Limited experience in structuring large-scale projects.

  • Marketing was outdated and relied on word-of-mouth.

  • Struggled to secure financing for expansion.

Our approach

We carried out detailed market research to identify the most profitable property segments. Next, we built a scalable business plan and financial structure that appealed to banks and investors. We rebranded Skyline with a modern, professional identity and launched digital marketing campaigns that showcased their projects in the best light. To support growth, we developed sales playbooks and introduced a CRM system for lead management.

The Results

The automation impact was immediate and measurable:

  • 29% faster claims processing time across the board

  • Reduced manual workload for human assessors by over 40%

  • 3 custom AI models deployed, covering detection, part mapping, and claim comparison

  • Accuracy improved, with fewer errors in cost estimation and documentation

  • Enabled the team to scale to 70+ insurance partners without expanding headcount

  • Helped cut claims resolution times from days to hours in many cases

Testimony

“This didn’t replace our team — it multiplied their impact. We’re faster, more accurate, and finally able to take on more clients without burnout or bottlenecks.”
Rina Patel, Head of Claims Innovation, AutoSure Tech

Key takeaways

  • Branding and financial planning are game-changers in real estate.

  • Professional systems and processes create trust with investors.

  • A strong marketing push can dramatically increase buyer confidence.

The Results

The automation impact was immediate and measurable:

  • 29% faster claims processing time across the board

  • Reduced manual workload for human assessors by over 40%

  • 3 custom AI models deployed, covering detection, part mapping, and claim comparison

  • Accuracy improved, with fewer errors in cost estimation and documentation

  • Enabled the team to scale to 70+ insurance partners without expanding headcount

  • Helped cut claims resolution times from days to hours in many cases

Testimony

“This didn’t replace our team — it multiplied their impact. We’re faster, more accurate, and finally able to take on more clients without burnout or bottlenecks.”
Rina Patel, Head of Claims Innovation, AutoSure Tech

Key takeaways

  • Branding and financial planning are game-changers in real estate.

  • Professional systems and processes create trust with investors.

  • A strong marketing push can dramatically increase buyer confidence.

The Results

The automation impact was immediate and measurable:

  • 29% faster claims processing time across the board

  • Reduced manual workload for human assessors by over 40%

  • 3 custom AI models deployed, covering detection, part mapping, and claim comparison

  • Accuracy improved, with fewer errors in cost estimation and documentation

  • Enabled the team to scale to 70+ insurance partners without expanding headcount

  • Helped cut claims resolution times from days to hours in many cases

Testimony

“This didn’t replace our team — it multiplied their impact. We’re faster, more accurate, and finally able to take on more clients without burnout or bottlenecks.”
Rina Patel, Head of Claims Innovation, AutoSure Tech

Key takeaways

  • Branding and financial planning are game-changers in real estate.

  • Professional systems and processes create trust with investors.

  • A strong marketing push can dramatically increase buyer confidence.

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