Oyster
Oyster Technologies is a New York-based AI software company that builds domain-specific AI products for the commercial insurance industry, sold as the Cara Agency Intelligence System to agencies, brokerages, wholesalers, and MGAs.
- Company typePrivate
- Founded2021
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Oyster does
Oyster Technologies, Inc., founded in 2021 and headquartered in New York, is an AI software company that builds domain-specific products for the commercial insurance industry. The company originally operated as an insurtech brokerage with an omnichannel platform for embedding insurance at point-of-sale, supported by a $3.6M seed round led by New Stack Ventures in December 2022. In 2024, Oyster launched its first AI products — an LLM-powered Copilot for commercial insurance agents (July 2024) and a customer-facing Policy Explorer (November 2024) — built on a custom policy model, multi-stage extraction pipeline, and vectorized indexing with anti-hallucination guardrails.
In April 2025, Oyster divested its insurance brokerage book of business to The McGowan Companies, one of the largest privately held insurance conglomerates in the U.S., in an all-cash transaction. Following this exit, Oyster is now fully focused on AI software, anchored by Cara, an Agency Intelligence System launched in May 2025 that is sold to agencies, brokerages, wholesalers, and MGAs as a modular SaaS platform. Cara includes the Oyster AI Copilot for agents (autonomously handling approximately 30% of agency tasks by time, generating ACORD forms and COIs, and supporting underwriting), an Underwriting Copilot that organizes 80+ risk data points, and the Policy Explorer for end customers.
The business model is subscription-based AI software licensing on a quote-based enterprise pricing model (not publicly disclosed), distributed through direct enterprise sales (Book Demo CTAs) and a dedicated product site at getcara.ai. The McGowan Companies became the first enterprise Cara customer following the divestiture. Prior to the pivot, Oyster reported serving hundreds of fast-growing companies and thousands of policyholders through its brokerage.
Oyster firmographics
Firmographics- Name
- Oyster
- Legal name
- Oyster Technologies, Inc.
- Website
- https://withoyster.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Oyster Technologies is a New York-based AI software company that builds domain-specific AI products for the commercial insurance industry, sold as the Cara Agency Intelligence System to agencies, brokerages, wholesalers, and MGAs.
- Ownership category
- akta.pro rank
Oyster industry classification
Industry- Product category
- Insurance Technology Software
- NAICS
- Software Publishers (513210), Software Publishers (5132)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)
- akta.pro primary industry
- LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD)
- akta.pro secondary industries
- LLM/GenAI Guardrails & Safety Controls (policy, filtering, routing) (HDAAAKAD), Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG)
Keywords
Where Oyster is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Oyster business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- AI Software Licensing (Cara): Oyster Technologies has transitioned from direct insurance brokerage operations to AI software licensing. The company now provides cutting-edge AI software to the insurance industry through Cara, its Agency Intelligence System, sold to agencies, brokerages, and MGAs.
- Agency AI Copilot Services: Oyster AI provides autonomous task handling for insurance agents, currently capable of handling approximately 30% of tasks typically done by agencies (by time spent), with plans to expand to 80% in future versions.
Go-to-market motion1 record
Distribution channels3 records
Marketing channels5 records
Oyster product offering
Product offeringCore offering
Oyster sells AI software for the commercial insurance industry through its Cara Agency Intelligence System. The platform provides LLMs purpose-built for insurance that automate operations for agencies, brokerages, wholesalers, and MGAs, including ACORD form generation, COI creation, policy Q&A, underwriting support, and customer/carrier communication management. The AI currently autonomously handles approximately 30% of typical agency tasks by time spent, with the goal of expanding to 80%.
Product overview
Oyster is an AI software company for insurance that connects customers, agencies, and carriers. After selling its insurance brokerage to McGowan Companies in 2025, Oyster pivoted fully to AI software. The core product is Cara (the world's first Agency Intelligence System), which includes Oyster AI as its primary AI engine with components like the Copilot for agents and the Policy Explorer for customers. These modules work together as a modular platform enabling insurance agencies and brokerages to automate servicing, accelerate sales, and scale operations through a 24/7 digital workforce.
Differentiator
Problem solved
Functional benefit
Brands
- Cara: The world's first Agency Intelligence System - a domain-specific AI platform purpose-built for insurance that enables agencies, brokerages, and MGAs to automate servicing, accelerate sales, and scale operations with a 24/7 digital workforce.
- Oyster AI
- Oyster AI Policy Explorer
Products and services
- Cara (Agency Intelligence System) Cara is a modular AI platform purpose-built for the insurance industry that enables insurance agencies, brokerages, wholesalers, and MGAs to automate servicing, accelerate sales, and scale operations using a 24/7 AI digital workforce. It is the current flagship product that consolidates Oyster's AI capabilities for external B2B distribution.
- Oyster AI Copilot Oyster AI is an AI copilot for commercial insurance agents that autonomously handles tasks such as checking application completeness, generating ACORD forms and COIs, preparing quote documents, communicating with customers and carriers, answering policy questions, and assisting underwriters by collecting and organizing 80+ data points. Agents can interact with it via Slack.
Companies that use Oyster
Customer profileNamed customers2 records
Segments2 records
Ideal customer profiles2 records
Oyster technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability7 records
Feature3 records
Oyster partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core and minor.
- The McGowan CompaniescoreOyster's insurance brokerage book of business was acquired by The McGowan Companies in an all-cash transaction. McGowan is one of the largest privately held insurance conglomerates in the U.S., operating 50+ business units. McGowan has become the first enterprise customer to adopt Cara AI following the acquisition.
- Source7minorStrategic partnership announced between Source7 and Oyster Data to advance property asset intelligence and data infrastructure. Collaboration aims to improve transparency, operational decision-making, and lifecycle management for real estate portfolios.
Scale indicators5 records
Recent moves7 records
Expansion highlights5 records
Oyster competitors and assessment
Company assessmentMarket position
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Oyster social profiles
Digital presenceOyster financial estimates
Financial estimateRevenue estimate
Valuation estimate
Oyster leadership team
Management profileNumber of profiles
Profiles3 records
Oyster funding detail
Funding detailFunding overview
Funding rounds1 record
Investors11 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Oyster M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Oyster
What does Oyster do?
Oyster sells AI software for the commercial insurance industry through its Cara Agency Intelligence System. The platform provides LLMs purpose-built for insurance that automate operations for agencies, brokerages, wholesalers, and MGAs, including ACORD form generation, COI creation, policy Q&A, underwriting support, and customer/carrier communication management. The AI currently autonomously handles approximately 30% of typical agency tasks by time spent, with the goal of expanding to 80%.
Is Oyster a public or private company?
Oyster is a private company. It is classified as venture growth investor backed and is currently operating.
When was Oyster founded?
Oyster was founded in 2021. It employs 11 to 50 people.
Where is Oyster based?
Oyster is headquartered in New York, United States, in the North America region.
How does Oyster make money?
Two revenue lines are on record. AI Software Licensing (Cara) is the primary driver. The others are agency AI Copilot Services.
Does Oyster have an API?
No public API is recorded for Oyster.
What industry is Oyster in?
Oyster's product category is Insurance Technology Software. Its primary akta.pro industry code is HDAEANAD, LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG), with a secondary code of HDAAAKAD, LLM/GenAI Guardrails & Safety Controls (policy, filtering, routing). Its NAICS code is 513210 and its SIC code is 7370.