Generative AI Development built for Insurance companies
What is Generative AI Development?
We turn generative AI from a flashy demo into a feature your customers depend on. For Insurance companies, this means navigating NAIC regulations (US), Solvency II (EU) while shipping fast.
Who needs Generative AI Development for Insurance?
- Manual claims processing slowing settlement
- Legacy policy administration systems
- Risk modeling requiring better data infrastructure
- Generative AI demos that impress but never ship
- Hallucinations undermining user trust in AI features
Best Generative AI Development company
Claims processing speed and risk modeling accuracy now directly drive customer retention in insurance.
GarudLabs partners with Insurance teams to deliver Generative AI Development that ships on schedule.
Get a Generative AI Development proposal tailored to your Insurance goals
Book a free 30-minute discovery callWhy Insurance companies struggle with Generative AI Development
- Manual claims processing slowing settlement
- Legacy policy administration systems
- Risk modeling requiring better data infrastructure
- Customer expectations for digital-first experiences
- Fraud detection across claims workflows
What makes our Generative AI Development different for Insurance businesses
LLM application architecture and prompt engineering
Retrieval-augmented generation (RAG) pipeline
Output evaluation and guardrail framework
Cost monitoring and model routing setup
Fine-tuning pipeline for domain-specific tasks
Core Technology Stack
OpenAI APIAnthropic APILangChainLlamaIndexPineconePythonFastAPI
Timeline, investment & compliance
Typical timeline
6-14 weeks
Typical investment
$25,000 - $160,000
Generative AI Development engagements in this combination typically need to account for:
- NAIC regulations (US)
- Solvency II (EU)
- GDPR
- State insurance licensing requirements
Our Approach
We approach Insurance builds around the constraint that matters most: manual claims processing slowing settlement. Every engagement in this space gets NAIC regulations (US)-aware data handling and compliance review before launch, not after.
See our case studiesStart your Generative AI Development project with a team that knows Insurance
Get a free project cost estimateFrequently Asked Questions
Most Generative AI Development engagements take 6-14 weeks, depending on scope and how clear the requirements are upfront. We'll give you a firm timeline estimate after a short discovery call, not a generic range.
Generative AI Development projects with us typically range from $20,000 - $160,000, scaled to the complexity of your requirements. We provide a detailed, itemized estimate before any work begins so there are no surprises mid-project.
For generative ai development, we typically work with OpenAI API, Anthropic API, LangChain, LlamaIndex, chosen based on your specific scalability and integration requirements. We're not tied to a single stack and will recommend the right tools for your situation rather than our default.
A typical generative ai development engagement includes llm application architecture and prompt engineering, along with the other deliverables outlined in our proposal, such as documentation and a post-launch support window. The exact scope is tailored to your project during discovery.
Most clients come to us for generative ai development because of generative ai demos that impress but never ship, among other related challenges. We start every engagement by mapping your specific pain points before writing a single line of code.
We've delivered multiple insurance projects addressing challenges like manual claims processing slowing settlement. We helped an insurtech platform cut claims processing time by 40% with an automated underwriting workflow.
For insurance clients, we pay close attention to NAIC regulations (US), Solvency II (EU), building these requirements into the architecture from day one rather than retrofitting them later. We'll confirm which specific regulations apply to your business during discovery.
The most common challenges we solve for insurance clients include manual claims processing slowing settlement and legacy policy administration systems. We tailor our discovery process to surface the specific version of these problems your business faces.