We build custom
enterprise AI systems

Soren helps institutions adopt, deploy, and operate AI safely in high-impact workflows.

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Supported by a team from

  • MIT
  • Harvard
  • Y Combinator
  • OpenAI

How we work

Better results, faster.

Who we serve

We partner with institutions at every stage.

  • Early AI Opportunity Assessment

    A one-week engagement to identify where AI can save time, reduce operational overhead, and create the greatest impact.

  • Growth Custom AI Workflows

    Soren designs and deploys AI workflows tailored to your team's processes, delivering measurable ROI and a competitive advantage for your team.

  • Security Private AI Deployment

    For teams with the highest security requirements. We deploy a private LLM within your environment so that sensitive data never leaves your company.

Industries

Transforming industries the world depends on.

  • Move at market speed Run analysis, monitor risk, and surface insights across portfolios — with sensitive data kept fully inside your environment.

    Finance

  • Cut case times, not corners Streamline research and document review at scale, with every fact traced back to its source.

    Legal

  • Put care first Automate documentation and operations so clinicians spend less time on paperwork and more with patients.

    Healthcare

  • Serve with confidence Deploy AI inside secure, compliant environments built for the standards public institutions are held to.

    Government

What drives us

The future is not general software.

Meaningful human work is shaped by the unique processes, expertise, and institutional knowledge that organizations have developed over years of experience.

General tools, by nature, cannot be tailored to the needs of each company.

Our vision is to scale specialized intelligence to the world. We believe that custom software and AI systems can augment human expertise and accelerate outcomes at a scale far beyond what is achieved today.

This belief guides how we build and work with every client.

Learn more about us
Kevin Xie, founder of Soren
Kevin Xie Founder & CEO, MIT

FAQ

Frequently asked

How is Soren different from tools like Microsoft Copilot or ChatGPT?

Off-the-shelf assistants are built for everyone, so they aren't built for how your team actually works. Soren builds custom AI systems around your specific workflows, data, and standards, and runs them inside infrastructure you control — a real competitive edge rather than a generic chatbot.

We're not sure where AI fits yet. Where do we start?

Most teams start with an AI Readiness Assessment: a one-week engagement where our engineers evaluate your automation opportunities, data posture, security posture, and culture. You come away with a clear roadmap and a ranked list of high-ROI workflows.

What does a private AI deployment actually mean?

Your models, data, and infrastructure stay in environments you control — your cloud tenant, your VPC, or fully on-premise. Nothing leaves your perimeter, and no third party trains on your data. You also get flat-rate pricing instead of unpredictable per-token billing.

How do you handle sensitive or regulated data?

We design against the regulations you already operate under, including HIPAA, SOC 2, GLBA, and ISO 27001, plus any client-specific requirements. Every engagement begins with a data map, and access is scoped, logged, and auditable end to end.

Which industries and teams do you work with?

We focus on regulated and mission-critical institutions, with deep experience in legal, finance, healthcare, and government — teams where trust, compliance, and operational fit matter as much as raw model capability.

Do we need an in-house AI or engineering team to work with you?

No, and most of our clients don't have one. Our engineers handle design, deployment, and ongoing operation alongside your team, then hand off documentation and training at whatever level of involvement you prefer.

Deploy secure AI that actually delivers value.

Talk to our team