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RiskBean
RiskBean delivers fast, accurate insurance search results through structured inputs, smart data matching and agency reviews.
Read the case study →FinTech solution · Insurance Search & Matching
The right policy in a few questions.
Turn scattered insurance data into a search experience that returns relevant policies and agencies instantly from a few structured inputs.
The challenge
Insurance data is scattered and inconsistent
Insurance information lives in different formats across carriers, agencies and websites. Customers and agents spend too long searching, and still are not sure they have found the best fit.
Devstax builds search and matching platforms that normalize policy and agency data into one structure, ask users a few clear questions and return instant, filtered results they can compare with confidence.
What it automates
What runs on its own
- Structured questions that capture what the user needs
- Normalization of policy and agency data from many sources
- Instant matching and ranking of relevant options
- Filters, comparisons and agency reviews
- Hand-off to agents or quote requests
Before and after
Insurance Search & Matching, step by step
- Search carrier websites one by onehours
- Copy details into a comparison sheethours
- Call agencies for missing informationdays
- Guess which policy fits bestminutes
- Start over when needs changehours
- TriggerUser answers a few structured questions
- AIMatches needs against normalized policy data
- ActionShows ranked results with filters
- NotifyConnects the user with the right agency
Runs 24/7 · every step logged
Benefits
What your team gets
Instant results
Users get relevant options in seconds.
Cleaner data
Inconsistent sources become one structured dataset.
Better matches
Results reflect what each user actually needs.
More qualified leads
Agencies receive users who know what they want.
How we deliver it
From first call to live automation
Map
We review your data sources, products and users.
Design
We design the questions, results and comparison views.
Build
Data structuring, matching and the search experience are built.
Launch
We launch and improve results based on real searches.
Proof
Built and running in production
FAQ
Common questions
What data can the platform use?
Carrier and agency data from APIs, files or feeds. We normalize it into one structure the search engine can use.
Can users compare policies?
Yes. Results include filters and side-by-side comparisons, plus agency reviews where available.
Can it hand leads to agents?
Yes. Users can request quotes or contact an agency, and the lead is routed with their answers attached.
Can AI improve the matching?
Yes. AI can interpret free-text needs and rank results, on top of the structured rules.
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Automate the next step
Ready to automate this in your business?
Book a free 30-minute audit. We will map your current process and show you what can run on its own.