Generative AI that institutions can trust.

We build and deploy enterprise-grade GenAI systems that align with your compliance requirements, data sovereignty needs, and business goals.
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Our Expertise
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Methodology
Turning complexity into clarity.
Our mission is to help financial institutions move from fragmented data and regulatory risk to confident, explainable decisions. Through deep problem analysis, strategic insight, and secure system design, we deliver AI that creates measurable outcomes. 
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From research to real-world systems. We bridge frontier AI research with deployable, secure enterprise infrastructure.
Innovation at the Core
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Our team advances compact LLMs, multi-expert reasoning, and privacy-preserving training pipelines tailored for regulated industries.
Proprietary compact models
SentientRAG architecture
Multi-LLM orchestration
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Systems Built to Deploy
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Autothought turns AI ambition into production-ready workflows—modular, auditable, and built for your infrastructure.
Agent configuration & routing
Audit-ready workflow design
Private / VPC deployments
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Partners for Impact
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We embed with your teams to align strategy, design governance, and deliver measurable, compliant outcomes.
Compliance-first architectures
Workflow integration
Change management & enablement
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Our Mission
Delivering clarity to regulated decision-making.
We help financial institutions turn fragmented, risk-heavy processes into secure, explainable systems that enable faster, more confident decisions, while meeting the strictest compliance standards.
We begin by mapping regulatory constraints, data silos, and operational bottlenecks. Our approach surfaces hidden risks and identifies where GenAI can deliver real business value.
We turn problem understanding into actionable strategy - defining target workflows, data pipelines, and governance structures that align AI to real-world use cases.
We design private, secure GenAI systems tailored to each institution's needs, integrating domain-specific models, multi-agent workflows, and robust compliance controls.
The result is an AI system that actually delivers: faster underwriting, reduced fraud risk, streamlined compliance reporting, and empowered teams operating with confidence.
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customer success
"Pints AI enabled us to transform unstructured data - from product documentation to investment research - into structured, decision-ready memos. It’s helping our Insurance, Asset Management, and Finance teams work faster, with greater clarity and confidence."
Sameer Jadhav, EVP Business Excellence, Aditya Birla Capital
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Frequently Asked Questions
What is Pints AI?
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Pints AI is a strategic consulting firm specializing in the design and deployment of private, compliance-ready GenAI systems for regulated industries like banking, insurance, and asset management. We help institutions move from concept to production with secure, explainable AI.
Where is Pints AI based?
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We are headquartered in Singapore with clients across India, Southeast Asia, and globally.
What sets Pints AI apart from other AI consulting firms?
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We don’t deliver slide decks or generic APIs. We engineer production-grade systems that run on your infrastructure, tailored to your compliance requirements and business needs, using proprietary models and secure deployment strategies.
What types of companies do you work with?
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We work with regulated enterprises such as banks, insurers, asset managers, family offices, and government agencies that require secure, auditable GenAI solutions.
Can you work with our in-house IT, Data, or Innovation teams?
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Yes. We embed with your teams to ensure alignment with your infrastructure, compliance standards, and business goals, creating true co-ownership of the solution.
Do you offer custom strategy development?
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Absolutely. Every engagement begins with detailed discovery, mapping workflows, defining ROI targets, understanding regulatory constraints, and designing a deployment roadmap.
Are your solutions off-the-shelf or built from scratch?
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Always custom. We use proven components like our compact models and Autothought platform, but every deployment is architected for your data, infra, workflows, and compliance needs.
How does the consulting process start?
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Typically with a strategy session and technical assessment. We identify high-value use cases, evaluate data readiness, address regulatory needs, and define an actionable implementation plan.
Do you provide ongoing support after delivery?
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Yes. We offer end-to-end AI Ops, including monitoring, retraining, compliance audits, and workflow optimization to ensure sustained ROI.
What is the Autothought Platform?
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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.
Can Autothought be deployed on-premise or in a private cloud?
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Yes. Autothought is designed for VPC, on-premise, hybrid, or airgapped deployments, giving you complete control over your data and compliance posture.
What kinds of workflows does Autothought support?
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Typical use cases include claims automation, policy comparison, investment memo analysis, fraud detection, underwriting support, customer onboarding, and compliance documentation processing.
How does Autothought handle sensitive data?
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All processing happens within your infrastructure. No data is sent to external APIs without your consent, ensuring complete data sovereignty and regulatory compliance.
Can Autothought integrate with existing systems?
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Yes. It is designed to work with your existing data lakes, document repositories, CRMs, policy management systems, and compliance tools to ensure seamless deployment.
What models do you use?
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We develop and deploy compact, domain-tuned LLMs optimized for regulated industries. Our models support multilingual use, structured reasoning, and retrieval-augmented generation.
Can you build private or custom-trained models for our data?
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Yes. We offer model training and fine-tuning services on your proprietary data, ensuring both compliance and competitive advantage.
How do you ensure regulatory compliance
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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.
How are your engagements structured?
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We offer Strategy Tracks for roadmap design, Build Tracks for deployment, and Ownership Tracks for institutions wanting full control over their IP and infrastructure.
Do you offer fixed-price projects or retainers?
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Both. We can scope fixed-price phases for discovery and deployment, or retainer-based support for ongoing AI Ops and governance.
How long does a typical deployment take?
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Depending on complexity, initial deployments can go live in as little as 4–8 weeks for well-scoped workflows, with ongoing optimization over time.
Can you provide a demo or case study?
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Yes. We can share anonymized case studies of live deployments and, where appropriate, arrange demos tailored to your industry and workflows.
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Transform your data into enterprise-grade intelligence.
We help regulated firms design and deploy private GenAI systems that turn complexity into clarity, ready to scale with your mission.