Your policies, quoted inside ChatGPT

When a customer asks ChatGPT for car insurance, contents cover, or a quick claim update, your product should answer with a real quote off your real rating engine.

Alpic ships your underwriting, policy and claims endpoints into every major AI assistant in weeks, not quarters.

THE SHIFT

Customers stopped comparing. They're asking.

For twenty years, insurance went through aggregators. The customer typed a postcode, ticked some boxes, and a leaderboard sorted you on price. Generative engines have replaced that funnel with a conversation, and a single answer.

Alpic helps you build that bridge: an AI application that exposes your rating, policy and claims endpoints to ChatGPT, Claude, Perplexity and any agent on the MCP standard, quoting from your real prices, with your real wordings.

900M

900M

Weekly active users on ChatGPT alone, and growing.

30%

30%

Higher conversions on chat-led non-branded queries vs. organic search.

BUILT FOR INSURANCE TEAMS

Wherever people ask, your quote is in the chat

An AI app connects your rates, policies and workflows to every AI assistant your customers already use.

Live quote & bind

Customers describe themselves in plain language. Alpic translates the request into structured inputs against your rating engine, returns a bindable premium, and carries the reference through to checkout.

Real rates

Bindable refs

IPID attached

Coverage & policy Q&A

“Am I covered if my bike is stolen from a café?” The model grounds its answer in your actual wordings, not a generic web crawl, with a citation back to the clause.

Wording-grounded

Citations

Multi-product

FNOL & claims triage

First Notice of Loss as a conversation. The assistant collects the facts your adjusters need, attaches photos, books the garage or surveyor, and hands a clean record to your claims system.

Photo intake

Garage booking

Adjuster-ready

ANATOMY OF AN INSURANCE APP

What an insurance app looks like under the hood

A single MCP server, exposed to every assistant, wired into the systems your team already runs. Four tools cover the bulk of motor, home and SME journeys, and we add bespoke ones for specialty lines.

get_quotetool
Wraps your rating engine. Inputs structured into your existing schema; returns a bindable quote ref valid for 30 days.
policy-admin · rating · IPID
explain_covertool
Grounds answers in your live policy wordings. Citations point back to clause numbers, so compliance can audit every response.
wordings · IPID · KFD
start_claimtool
FNOL intake with photo upload, third-party capture and approved-supplier booking. Hands a clean record to your claims system.
claims · supplier network
amend_policytool
Mid-term adjustments and renewals. Re-rates against the live engine, writes endorsements back to policy admin, sends the updated schedule.
policy-admin · billing

HOW IT WORKS

From your rating engine to every AI assistant.

You already have the underwriting, the wordings and the claims system. We design the AI customer experience around them, ship it, and put it in front of customers, wherever they're already asking.

1

Connect your systems

We sit down with your team for the design, then co-build a lightweight MCP server on top of your existing infrastructure & APIs. No migration, no rewrites.

YOUR APIs200 OK
POST/rate
POST/fnol
Alpic wraps
MCP TOOLSlive
get_quote
start_claim

2

Distribute everywhere

One MCP App, every AI assistant. We assist with submissions to ChatGPT, Claude, and other AI platforms, and keep your app current as the platforms evolve.

Your MCP server
GChatGPT
CClaude
PPerplexity
RRegistry

3

Measure
& iterate

Distribution gets the dashboards: which prompts triggered your tools, which quoted, which bound. Compliance gets an audit trail: answers, documents, citations.

This weekApr 22 – 28
84.2k
Tool calls
▲ 18%
4.2%
Conversion
▲ 0.6pp
ChatGPT
62%
Claude
22%
Perplexity
11%
Other
5%

WHY ALPIC

An expert team, from start to finish

Most agencies build apps. Our team ships infrastructure and AI products at scale. We stay involved through launch and beyond as your new distribution channel grows.

Unmatched expertise

Alpic and our open-source frameworks are behind dozens of apps already live in the store. We've built at scale before, and it shows.

Unmatched expertise

Alpic and our open-source frameworks are behind dozens of apps already live in the store. We've built at scale before, and it shows.

Recognized by OpenAI

Alpic is referenced in OpenAI's official documentation for both our hosting platform and our open-source developer framework.

Recognized by OpenAI

Alpic is referenced in OpenAI's official documentation for both our hosting platform and our open-source developer framework.

From brief to live in weeks

A dedicated team handles strategy, design, development, testing, and launch. You review and approve at each stage. We deliver.

From brief to live in weeks

A dedicated team handles strategy, design, development, testing, and launch. You review and approve at each stage. We deliver.

Build once, run everywhere

Your app goes live on ChatGPT, Claude, and more. As new platforms adopt the standard, your integration reaches them without rebuilding.

Build once, run everywhere

Your app goes live on ChatGPT, Claude, and more. As new platforms adopt the standard, your integration reaches them without rebuilding.

Usage analytics

See how users interact with your service, which AI assistants drive the most engagement and where they drop off, without separate tooling.

Usage analytics

See how users interact with your service, which AI assistants drive the most engagement and where they drop off, without separate tooling.

Enterprise-grade hosting

When your app takes off, we're ready. Alpic was built for production by a team with 15+ years in cloud infrastructure.

Enterprise-grade hosting

When your app takes off, we're ready. Alpic was built for production by a team with 15+ years in cloud infrastructure.

THEY TRUST US

Companies already shipping ChatGPT and MCP Apps with Alpic

A white icon on a blue background
A portrait of a man facing the camera

A big thank you to the Alpic team for working hand in hand to deploy and manage the first MCP server for searching and booking flights in Kiwi.com.

Mario Gavira

VP of Growth and Brand at Kiwi.com

1/3

Put your brand inside every AI assistant, with a team you can trust.

Tell us about your policies and we'll turn it into an AI-native experience.

Tell us about your policies and we'll turn it into an AI-native experience.

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