Composable AI Agents for Insurance.

Pints AI is a Singapore based AI firm. Our core platform - Autothought, is a composable AI operating system for insurers. Autothought helps insurance firms deploy compliance-ready AI Agents that automate core insurance workflows such as claims, underwriting, fraud detection, and regulatory reporting.
Alongside our deployments, we run Pints Labs, in association with Singapore University of Technology and Design to further applied research in small and efficient language models trained specifically to understand insurance data, language, and logic.
Our mission is to help insurers move from pilot projects to production systems with secure, explainable, and regulator-ready AI built on their own infrastructure.

We are headquartered in Singapore with clients across India, Singapore, Hong Kong and Thailand. We operate representative offices in Hong Kong and India.

We are neither a startup chasing hype nor a consulting firm billing by the hour. We build real systems that insurers can own, run, and trust. Our team combines research depth with engineering precision - developing compact language models trained to understand insurance and deploying them as full, production-grade systems on client infrastructure.
We are cloud- and model-agnostic, ensuring privacy, compliance, and control stay entirely with you.
Our incentives are simple: start fast, deliver impact, and leave behind an AI foundation that continues to learn and evolve inside your organization, not ours.

We work with regulated enterprises that rely on accuracy and accountability - primarily insurers, reinsurers, TPAs  alongside select partners in banking, asset management, and the public sector. These are organizations that require private, auditable AI systems deployed within their own infrastructure.

Yes - through our partners.
Our selected consulting partners leverage our expertise and can build alongside your teams, not around them. They bring in resources and teams that integrate with your data, IT, and compliance functions to ensure every model and workflow aligns with existing controls.

Every engagement begins with detailed discovery, mapping workflows, defining ROI targets, understanding regulatory constraints, and designing a deployment roadmap.
If you have in-house AI teams, we are confident they will be able to deploy and run Autothought with no additional help. In case you need supplemental resources, our partners can help.

Yes and no.
Autothought is a proven and tested platform, but every deployment is architected for your data, infra, workflows, and compliance needs. You start with pre defined templates and add your data, flows and rules over these, to customise them.
That is the key advantage of using a composable system such as Autothoght - you get core set of AI Agents out of the box and you can customise and even build new ones as needs evolve.

Yes. Through our partners across Asia we offer end-to-end AI Ops, including monitoring, retraining, compliance audits, and workflow optimization to ensure sustained ROI.

Autothought is our proprietary AI Operating System designed for regulated enterprises. It manages multi-agent orchestration, retrieval-augmented generation (RAG) pipelines, workflow routing, and compliance auditability.

Yes. Autothought is designed for VPC, on-premise, hybrid, or airgapped deployments, giving you complete control over your data and compliance posture.

Typical use cases include claims automation, policy comparison, investment memo analysis, fraud detection, underwriting support, customer onboarding, and compliance documentation processing.

All processing happens within your infrastructure. No data is sent to external APIs without your consent, ensuring complete data sovereignty and regulatory compliance.

Yes. It is designed to work with your existing data lakes, document repositories, CRMs, policy management systems, and compliance tools to ensure seamless deployment.

We develop and deploy compact, domain-tuned LLMs optimized for regulated industries. Our models support multilingual use, structured reasoning, and retrieval-augmented generation.

Yes. We offer model training and fine-tuning services on your proprietary data, ensuring both compliance and competitive advantage.

Compliance is designed from day one. Our systems support full audit trails, data residency requirements, PII management, and role-based access controls to meet local and international regulatory standards.