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Enterprise-grade AI disrupting regulated industries.

Through targeted investments and partnerships, AAICO applies its proprietary AI platform to transform legacy business models, delivering tangible business results and positioning them for the new era.

Principles

Ethically harnessing AI to unleash human potential.

Process

Building a digital operating system, one use case at a time

Partnerships

Investing in value-creating opportunities by applying AI

Products

Focused on Mission critical, document heavy repetitive use

Principles

Ethical AI

All transformative technologies can be used for good or evil. The onus for our AI to be a force for good starts with us – and in every line of code we write.

Game-Changing Technology

We believe artificial intelligence will transform our species the same way hydrocarbons and electricity (artificial muscles) did. They both unlock human potential by providing physical automation and leverage to our bodies. AI will do the same for our minds.

Human Imperative

The human imperative is at the core of our proprietary AI. We believe in joy. We believe mindless repetitive tasks dull the spirit and reduce happiness. AI needs to empower us to do more creative and fulfilling work.

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Process

Focus

We can not ‘AI everything for everyone’. We have found that partnering with industry experts in the intersection of insurance, healthcare and regulation to identify niche, mission critical, document heavy and repetitive pain points (use cases) are great candidates for true AI product-market fit.  

Modular

We build all of our technology in a modular fashion to be able to reuse core segments to reduce the time to market for future products. These modules are conceptualized to essential building blocks.    

Use Case Quality & Security

We have developed a proprietary quality and use case matrix to rigorously score potential products. Once decided, we ensure enterprise-grade security, regulation standards, and reliability.  

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Partnerships

Owner mentality

An owner mentality is critical to effectuate real change and avoid corporate politics, inertia, and resistance. We have found that private equity firms and family-owned enterprises are ideal partners as they are like-minded and result-oriented.

Margin expansion

AAICO is your integrated partner to deliver measurable margin expansion. We collaborate closely to create reliable and scalable AI products built for the most pertinent pain points.

Traction

AAICO has partnered with Stanley Capital on launching a $216 million Special Purpose Acquisition Vehicle, Healthcare AI Acquisition Corp.
AAICO is partnering to acquire and create an AI-First Digital Insurer.

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Products

Insurance is ready for digital disruption

Each year AAICO launches three products that apply machine learning to address mission-critical pain points with tangible and measurable business results.

DeepDoc

DeepDoc uses NLP to process medical claims 98% faster semantically, 70% cheaper and with higher accuracy than humans.

Hummingbird (in stealth) and Nash (in stealth)

AAICO has partnered with a portfolio company to build a product that will increase margins by 6% in 18 months and with a leading healthcare provider to increase margins through mission-critical automation.

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Team Experience

We apply AI to highly repetitive,
manual processes in the insurance industry

Incubation

Each year AAICO launches 3 – 4 companies that apply machine learning to address mission-critical pain points with tangible and measurable business results

Investment

We operate with a private equity mindset, adding value through partnership and technological uplift. We invest in companies that have the power to innovate their industry through applied AI

Involvement

We focus on being problem solvers in regulated industries that are ripe for disruption through applied AI

Incubation

Each year AAICO launches 3 – 4 companies that apply machine learning to address mission-critical pain points with tangible and measurable business results

Investment

We operate with a private equity mindset, adding value through partnership and technological uplift. We invest in companies that have the power to innovate their industry through applied AI

Involvement

We focus on being problem solvers in regulated industries that are ripe for disruption through applied AI

Companies

Our Mission

We are engineers, investors, and operators reimagining regulated industries. We apply artificial intelligence to unleash human potential by automating soul-destroying, repetitive, and data-rich processes at the intersection of InsurTech, HealthTech and RegTech.

Our Pillars

Applied AI

Electricity in and of itself is useless – it’s in its application (called: appliances) where its impact has been immeasurable. AAICO is focused on joining the private equity mindset with engineering expertise to harness the impact of AI through its rigorous application.

Private Equity Mindset

Technology is only as good as its business results. AAICO brings the investment rigor of private equity to ensure positive unit economics and financial result driven engineering. An effective go-to-market and pricing strategy will be essential to drive adoption.

Engineering Expertise

Real AI is hard. The technical ability to deliver reliably is critical. AAICO has 115+ years of industry-leading technology experience and 60+ years of operational experience, including machine learning for over 12 Fortune 500 companies.

Regulated Industries

Regulated Industries, beginning with Insurance
AAICO’s first focus is Insurance. It’s a perfect use case for AI as it’s essentially just mathematics, data, words, and payments. Insurance is the backbone of the economy and is significantly lagging behind on tech adoption due to its highly regulated nature.

Applied AI

Electricity in and of itself is useless – its in its application (called: appliances) where its impact has been immeasurable. AAICO is focused on joining the private equity mindset with engineering expertise to harness to impact of AI through its rigorous application.

Private Equity Mindset

Technology is only as good as its business results. AAICO brings the investment rigor of private equity to ensure positive unit economics and financial result driven engineering. An effective go-to-market and pricing strategy will be essential to drive adoption.

Engineering Expertise

Real AI is hard. The technical ability to reliably deliver is critical. AAICO has 115+ years of industry-leading technology experience and 60+ years of operational experience, including machine learning for over 12 Fortune 500 companies.

Focused on Regulated Industries

Beginning with Insurance AAICO’s first focus is Insurance. A perfect use case for AI as its essentially just mathematics, data, words and payments. Insurance is the backbone of the economy and due to its highly regulated nature is significantly lagging behind on tech adoption.

Incubation

AAICO launches 3-4 companies a year that apply machine learning to address mission-critical pain points with tangible and measurable business results.

More

Investment

We add value through partnership and technological uplift. We invest in companies that have the power to innovate their industry through Applied Artificial Intelligence.

More

Involvement

We focus on being problem solvers in global industries that are traditionally shielded from technology through the use of applied AI.

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Our target sectors

Insurance

Understanding health risks and helping people live longer, healthier lives and Changing the way healthcare is delivered, risks are assessed, and losses are mitigated

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Insurance

Understanding health risks and helping people live longer, healthier lives and Changing the way healthcare is delivered, risks are assessed, and losses are mitigated

More

Insurance

Understanding health risks and helping people live longer, healthier lives and Changing the way healthcare is delivered, risks are assessed, and losses are mitigated

More

We build and develop businesses with strong potential globally across various verticals.

Deep Doc

Through the application of AI technology, DeepDoc securely analyses and manages medical records, significantly reducing administration time and costs, while increasing accuracy. At its launch, over a  million claims were processed in under 5 days.

Fact Sheet

Year

2019

Investment

3m

Founding Partners

Architecto Ea

Non Aliquid Unde

Soluta Quod

Tempore Omnis Voluptatibus

Web

https://deepdoc.ai

The ideal ecosystem to build an AI Venture

The Venture Building Process

Ideate

Validate

Create

Portfolio

Scale

Entrepreneur

+

Test & Iterate

MVP

+

Test & Iterate

growth strategy

ideas

+

failed

secure co-founder

found company

exit

capital

+

failed

process

+

network

reassign resources

reassign resources

Quick Facts

People

27

Pages Processed

2.2

Million

AI + Real Human Conversations

3

Million

Tech Experience of the Team

116

+

Years

Our Focus

Even though our vision is ambitious and broad, our initial focus is very narrow. Out of the regulated industries, we focus on insurance. We focus on the intersection of insurance, healthcare, and regulation within insurance. In that intersection, we focus on use cases that are mission-critical, document-heavy, and manual.

Products

From proof of concepts to fully licensed products

Private Equity Solutions

Investing value creating opportunities

Our Leadership Team

AAICO is a leading AI technology company with a team of renowned Silicon Valley-based engineers, applied AI experts, and seasoned investment professionals.

People

Our Locations


AAICO is a global organization with engineering in San Francisco and operations in Seattle, Philadelphia, London, Berlin, Frankfurt, and the UAE.  

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