AI

hub
Meet the
Meet the
AI
AI
team
team
Two smiling men sitting together in a casual workspace filled with greenery.

We build what AI-native insurance looks like.

AI at hx combines applied research and product engineering in one of the most complex domains AI can tackle: insurance pricing and underwriting.

open roles

Your next opportunity

No perfect role for you right now?

Join our Talent Pool. Sometimes the most interesting roles are shaped around exceptional people.

Join our Talent Pool →

  • Four people smiling together on a street at night, near Morocco Street signs.
  • Two colleagues smiling and giving thumbs up in a modern office setting.
  • A speaker presents in front of a screen during a workshop in a library setting.
  • Group of five friends enjoying drinks in a lively social setting.
  • Meeting in a modern conference room with team members discussing ideas.
  • A woman engages in discussion during a professional event with an audience seated.

Explore our Teams

Research

Research at hx is true R&D - exploration and experimentation, not just implementation. We explore the frontier of what language models can and can't do for actuarial and underwriting work, running experiments to uncover where AI creates transformational value. The work is rigorous, ambiguous, and high-stakes - and if we find something, it could reshape the industry.

Research

A young man with a headset engages in a virtual meeting at a modern workspace.

Agents

Two colleagues collaborate on laptops, discussing code and technology solutions.

Research

Research at hx is true R&D - exploration and experimentation, not just implementation. We explore the frontier of what language models can and can't do for actuarial and underwriting work, running experiments to uncover where AI creates transformational value. The work is rigorous, ambiguous, and high-stakes - and if we find something, it could reshape the industry.

Research

A young man with a headset engages in a virtual meeting at a modern workspace.

Agents

Two colleagues collaborate on laptops, discussing code and technology solutions.

Research

Research at hx is true R&D - exploration and experimentation, not just implementation. We explore the frontier of what language models can and can't do for actuarial and underwriting work, running experiments to uncover where AI creates transformational value. The work is rigorous, ambiguous, and high-stakes - and if we find something, it could reshape the industry.

Research

A young man with a headset engages in a virtual meeting at a modern workspace.

Agents

Two colleagues collaborate on laptops, discussing code and technology solutions.

We might be the only company in the world building a best-in-class actuarial agent.

0-to-1 on products no one else has shipped.

Language models that reason, not just query.

Force multipliers, not solo operators. Pro-code platform, vertical AI, bleeding-edge research.

You'll learn in 3 months what takes a year elsewhere.

AI

IN practice

When we say
AI
at hx is different,
this is what we mean
No jumplinks detected

  • 0

    CenterPoint Offices dashboard displaying risk score and estimated premium details.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Domain-specific AI products

    We build AI systems that deeply understand specialty insurance - actuarial concepts, underwriting logic and pricing frameworks embedded into production products like automated triage, intelligent document extraction and pricing recommendations that actuaries actually trust.



    CenterPoint Offices dashboard displaying risk score and estimated premium details.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Domain-specific AI products

    We build AI systems that deeply understand specialty insurance - actuarial concepts, underwriting logic and pricing frameworks embedded into production products like automated triage, intelligent document extraction and pricing recommendations that actuaries actually trust.



    CenterPoint Offices dashboard displaying risk score and estimated premium details.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Domain-specific AI products

    We build AI systems that deeply understand specialty insurance - actuarial concepts, underwriting logic and pricing frameworks embedded into production products like automated triage, intelligent document extraction and pricing recommendations that actuaries actually trust.



  • 0

    Code snippet showing Python function for calculating average losses.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Production ML infrastructure

    We own the infrastructure that makes AI reliable at scale - from evaluation frameworks that measure model performance across thousands of insurance scenarios, to deployment pipelines that safely roll out new models to customers. We balance cutting-edge research with production constraints like latency, cost and compliance.


    Code snippet showing Python function for calculating average losses.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Production ML infrastructure

    We own the infrastructure that makes AI reliable at scale - from evaluation frameworks that measure model performance across thousands of insurance scenarios, to deployment pipelines that safely roll out new models to customers. We balance cutting-edge research with production constraints like latency, cost and compliance.


    Code snippet showing Python function for calculating average losses.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Production ML infrastructure

    We own the infrastructure that makes AI reliable at scale - from evaluation frameworks that measure model performance across thousands of insurance scenarios, to deployment pipelines that safely roll out new models to customers. We balance cutting-edge research with production constraints like latency, cost and compliance.


  • 0

    Data ingestion interface displaying uploaded documents and schema for insurance analysis.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Agentic workflow orchestration

    We design and deploy multi-agent systems that coordinate across tools, memory and knowledge bases. From routing complex insurance queries to orchestrating document processing pipelines, we build agents that make autonomous decisions while maintaining reliability and explainability in high-stakes environments.

    Data ingestion interface displaying uploaded documents and schema for insurance analysis.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Agentic workflow orchestration

    We design and deploy multi-agent systems that coordinate across tools, memory and knowledge bases. From routing complex insurance queries to orchestrating document processing pipelines, we build agents that make autonomous decisions while maintaining reliability and explainability in high-stakes environments.

    Data ingestion interface displaying uploaded documents and schema for insurance analysis.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Agentic workflow orchestration

    We design and deploy multi-agent systems that coordinate across tools, memory and knowledge bases. From routing complex insurance queries to orchestrating document processing pipelines, we build agents that make autonomous decisions while maintaining reliability and explainability in high-stakes environments.

  • 0

    Display of a hull damage policy module with versioned Python packages and libraries.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Research-grade model development

    AI at hx builds production models from scratch when off-the-shelf solutions don't meet requirements. We train custom models on proprietary insurance data, experiment with novel architectures, and push beyond what's available through APIs - treating model development as core engineering work, not just prompt tuning.

    Display of a hull damage policy module with versioned Python packages and libraries.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Research-grade model development

    AI at hx builds production models from scratch when off-the-shelf solutions don't meet requirements. We train custom models on proprietary insurance data, experiment with novel architectures, and push beyond what's available through APIs - treating model development as core engineering work, not just prompt tuning.

    Display of a hull damage policy module with versioned Python packages and libraries.
    Deep blue gradient background, creating a modern and professional atmosphere.

    Research-grade model development

    AI at hx builds production models from scratch when off-the-shelf solutions don't meet requirements. We train custom models on proprietary insurance data, experiment with novel architectures, and push beyond what's available through APIs - treating model development as core engineering work, not just prompt tuning.

Adam Ben-David (ABD)

Senior Director, AI

our team

Who you’ll build with

Those shaping what others won’t even try

No team members found for “AI”.

Could this be the place that changes your trajectory?
It might just be.

  • The patterns of our very best AI people

    • They're curious, not anxious, when the map is gray

      They look at a completely unknown problem and get excited - they want to know what's behind the clouds. They thrive when the map is unclear and get energized by unknown problems.

    • They have grit - the rough kind

      Not just persistence in an orderly environment. Grit like tunnelling through granite - sharp, uncomfortable, and unpredictable. They expect most things to fail, and they keep going when the problem complexity explodes beyond what they expected.

    • They leverage the team, not just deliver to it

      They unlock what's in other people's heads - giving the right context, the right storytelling, to multiply creativity. Force multipliers, not solo operators.

    A gradient background featuring shades of purple and red, suggesting innovation.
    A gradient background featuring shades of purple and red, suggesting innovation.

  • What the environment gives back

    • Deep technical growth

      We're building AI from first principles - applied research, production agents, infrastructure - and that depth stays with you.

    • Blue sky for growth

      No team leads yet. No engineering managers. Senior IC roles are open, management tracks are open. The team is scaling, it's strategic to the company, and it's working - which means continuous investment, not a 6-month experiment that gets cut.

    • Backing from the best

      a16z, Battery and Highland have invested in the biggest AI companies on the planet - and they expect hx to be another. AI isn't a side bet here. It's the mandate.

    Abstract gradient background in shades of blue for a modern, tech-focused theme.
    Abstract gradient background in shades of blue for a modern, tech-focused theme.

The Anatomy of an hxer

  • A laptop covered with various colorful stickers on a desk with a plant nearby.

    Ideas aren't identity

  • Soft gradient circle transitioning from pink to orange, symbolizing creativity.

    Takes ownership without waiting for permission

  • A diverse group of people, including a smiling woman, appears engaged and applauding.

    Comfortable with ambiguity

  • Red and purple gradient circle, symbolizing ownership beyond role.

    Ownership beyond role

  • A small, curly-haired dog sits under a desk in an office environment.

    Low ego, high standards

  • Soft blue gradient circle, symbolizing depth and focus in design.

    Bias for depth

  • Group of people socializing at an event with a "Birthday" sign in the background.

    Intellectually curious

  • Soft gradient circle transitioning from green to blue, used as a background.

    Commercially aware

  • Empire State Building against a pastel sky, showcasing New York City's skyline.

    Self-disciplined

  • A laptop covered with various colorful stickers on a desk with a plant nearby.

    Ideas aren't identity

  • Soft gradient circle transitioning from pink to orange, symbolizing creativity.

    Takes ownership without waiting for permission

  • A diverse group of people, including a smiling woman, appears engaged and applauding.

    Comfortable with ambiguity

  • Red and purple gradient circle, symbolizing ownership beyond role.

    Ownership beyond role

  • A small, curly-haired dog sits under a desk in an office environment.

    Low ego, high standards

  • Soft blue gradient circle, symbolizing depth and focus in design.

    Bias for depth

  • Group of people socializing at an event with a "Birthday" sign in the background.

    Intellectually curious

  • Soft gradient circle transitioning from green to blue, used as a background.

    Commercially aware

  • Empire State Building against a pastel sky, showcasing New York City's skyline.

    Self-disciplined

  • A laptop covered with various colorful stickers on a desk with a plant nearby.

    Ideas aren't identity

  • Soft gradient circle transitioning from pink to orange, symbolizing creativity.

    Takes ownership without waiting for permission

  • A diverse group of people, including a smiling woman, appears engaged and applauding.

    Comfortable with ambiguity

  • Red and purple gradient circle, symbolizing ownership beyond role.

    Ownership beyond role

  • A small, curly-haired dog sits under a desk in an office environment.

    Low ego, high standards

  • Soft blue gradient circle, symbolizing depth and focus in design.

    Bias for depth

  • Group of people socializing at an event with a "Birthday" sign in the background.

    Intellectually curious

  • Soft gradient circle transitioning from green to blue, used as a background.

    Commercially aware

  • Empire State Building against a pastel sky, showcasing New York City's skyline.

    Self-disciplined

No perfect fit today? Let’s stay in touch.

Our talent pool is how we stay in touch with people we’d genuinely like to work with. You’ll hear about what we’re building, how our teams are evolving, and where new opportunities are emerging.

If hx might be a place you want to work in the future, you can join below.

Join our Talent Pool →

Featured resources

FAQs

FAQs

Accelerate your journey
from submission to decision

Book a

demo