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Your infrastructure. Your control.

Production-ready AI Agents in 21 days.

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Pre-built agents for Enterprise

Insurance

Claims Summarisation

Accelerate claims processing with AI-driven data extraction and summarization. Capture and validate information from policies, claims, and third-party documents, all in seconds.

Insurance

Underwriting Assessment

Automate document analysis and rule application to cut underwriting cycles by 40%. Improve risk detection, consistency, and compliance with end-to-end AI assistance.

Insurance

Policy Issuance

Generate, validate, and deliver insurance policies up to 5x faster. Achieve zero data drift while maintaining full traceability throughout the issuance process.

Knowledge Management

Report Generation

Generate structured, context-aware reports from enterprise data with full citation trails, grounded in your institutional knowledge

Knowledge Management

Branded Deck Generation

Extract key findings, map them to your corporate templates, and produce slide-ready outputs that maintain visual consistency and full traceability back to source documents.

Asset Management

Portfolio Risk Monitoring

Monitors portfolio exposure across market, credit, liquidity, and concentration risks in real-time.  Automatically aggregates risk metrics, emerging tail risks, and produces compliance-ready reports

Asset Management

Investment Research

Aggregates and synthesizes research from broker reports, earnings calls, regulatory filings, and market commentary into and delivers customized research digests by sector, geography, or holding.

Backoffice

Sales Operations

Empower your sales teams with AI agents that help produce instant plan comparison, auto clients outreach, and leads follow-up, driving 1.5x higher conversions and deeper engagement

Explore our full suite of agents

Book a Demo
Book a Demo
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Foundational Framework for Agent Building

Autothought for Rapid Deployment

Combine and configure capabilties to build agents customised to your processes, cutting deployment to weeks instead of months. Autothought handles the complex infrastructure work—security, auditability, integration— so you can focus on scaling operations and delivering unprecedented value.

Intake

Unify data integrations across legcay systems and modern data lakes

Extract

OCR+SLMagentic framework extract and enrich assembled data

Align

Set rules to clean, standardize and map to create data consistency
Data Strategy

Govern

Manage how agents behave by providing guardrails & rules

Assure

Control & verify output to auditable standards

Report

Set output formats -reports, statements, PowerPoints & more
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See Autothought in Action

Book a demo
Book a demo

Award-winning and Research-backed

Auditable and Accurate

AutoEval
Model evaluation. Keeps AI systems stable. Catching regressions early. Fast model switch or upgrades.
SentientRAG
Fine-tuned SLMs to power RAG for +20% factual accuracy. Ensuring grounded AI generated answers.
Source Attribution Neural Network (SANN)
Ensures every output can be traced, verified, and defended to a regulator, an auditor, or a client.

Modular by Design. Scalable in Practice.

Infinite Use Cases

Insurance
Asset Management
Finance
Legal
Backoffice

Claims Management

  • Claims Intake & Triage
  • Claims Document Summarization
  • Medical Record Review & Extraction
  • Repair Estimate Validation
  • Claims Fraud Detection
  • Subrogation Opportunity
    Identification
  • Claims Settlement Recommendation
  • First Notice of Loss (FNOL) Processing

Underwriting

  • Application Data Extraction
  • Risk Assessment & Scoring
  • Medical Underwriting Review
  • Reinsurance Placement
  • Policy Renewal Underwriting
  • Supplemental Questionnaire
  • Declination Letter Drafting
  • Underwriting Guidelines Compliance

Compliance

  • Statutory Financial Statement
  • Risk-Based Capital (RBC) Report
  • Market Conduct Examination Prep
  • Rate Filing Documentation
  • Solvency II Reporting
  • Anti-Money Laundering (AML) Monitoring
  • NAIC Annual Statement
  • Regulatory Correspondence Response

Portfolio Management

  • Risk Monitoring
  • Rebalancing Recommendation
  • Tax-Loss Harvesting Identification
  • Drift Analysis & Alert
  • Concentration Risk Detection
  • Factor Exposure Analysis
  • Scenario Analysis & Stress Testing
  • Attribution Analysis
  • Asset Allocation Optimization

Client Reporting

  • Performance Report Generation
  • Investment Commentary Writing
  • Portfolio Review Deck Creation
  • Customized Client Newsletter
  • Tax Reporting Package
  • Fee Calculation & Billing
  • Quarterly Business Review Prep
  • RFP Response Generation

Compliance

  • Form ADV Amendment Filing
  • Form PF Report Generation
  • 13F Holdings Report
  • Code of Ethics Monitoring
  • Personal Trading Review
  • Marketing Material Review
  • Political Contribution Tracking
  • Gifts & Entertainment Compliance
  • Liquidity Risk Assessment
  • Valuation Policy Compliance

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Commercial Banking

  • Loan Application Processing
  • Credit Memo Generation
  • Financial Spreading & Analysis
  • Loan Covenant Monitoring
  • Annual Review Documentation
  • Problem Loan Identification
  • Loan Modification Processing
  • Collateral Valuation Review
  • Watch List Reporting  

Credit Risk

  • Credit Rating Review
  • Portfolio Credit Risk Report
  • Loss Given Default (LGD) Calculation
  • Probability of Default (PD) Modeling
  • Expected Credit Loss (ECL)
  • Credit Limit Review
  • Early Warning Signal Detection

Compliance

  • Suspicious Activity Report Filing
  • Customer Due Diligence Update
  • Sanctions Screening Alert Review
  • Basel III Reporting
  • CCAR/DFAST Stress Testing
  • Anti-Bribery & Corruption Monitoring
  • Dodd-Frank Compliance Reporting

Transactional

  • Contract Review & Redlining
  • Due Diligence Checklist Completion
  • Closing Document Preparation
  • UCC Filing Management
  • Corporate Governance Documentation

Litigation

  • Document Review & Categorization
  • Deposition Summary Generation
  • Case Law Research & Citation
  • Discovery Response Preparation
  • Timeline & Chronology Building
  • Exhibit Organization
  • Privilege Log Generation

Compliance

  • Regulatory Change Monitoring
  • Policy Update Recommendation
  • Compliance Training Assignment
  • Audit Response Preparation
  • Declination Letter Drafting
  • Underwriting Guidelines Compliance

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Sales and Marketing

  • RFP/RFI Response Generation
  • Proposal Customization
  • Lead Qualification & Scoring
  • Customer Segmentation Analysis
  • Campaign Performance Reporting
  • Competitive Intelligence Synthesis
  • Win/Loss Analysis

Experience

  • Customer Complaint Resolution
  • Feedback Analysis & Categorization
  • CSAT/NPS Trend Analysis
  • Escalation Management
  • Service Level Agreement (SLA) Monitoring

Procurement

  • Vendor Due Diligence
  • Contract Compliance Monitoring
  • Purchase Order Matching
  • Supplier Performance Scorecard
  • Spend Analysis & Categorization
  • RFP Response Evaluation
  • Vendor Risk Assessment
Request a Demo
Request a Demo

Press and Recognition

HP launches programme to accelerate startup growth & AI breakthroughs in Singapore

Vulcan Post
06 October 2025

The key startups reshaping Southeast Asia’s AI landscape

Tech in Asia
26 August 2025

Pints AI Launches Autothought: Privacy-First AI Platform for Insurance Workflow Automation

Insurtech Insights
06 December 2024

AI firm touts fix for AI-data privacy issue: small-scale LLM

Tech in Asia
10 October 2024

AI In Finance Global Challenge Startup Grant Awardee

AI Singapore
06 August 2024

SFF Global FinTech Awards and Hackcelerator Winners Announced At Singapore FinTech Festival

The Fintech Times
18 November 2023
About Pints AI
About Pints AI
Frequently Asked Questions
About Pints AI
Autothought
Deployment
What is Pints AI?
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Pints AI is a Singapore-based AI research and development company specializing in enterprise AI solutions for regulated industries. We've built Autothought, the workflow platform behind production-ready AI agents, and run Pints Labs in partnership with SUTD to advance research in small and efficient language models trained specifically to understand industry-specific data, language, and logic.
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Our mission is to help businesses move from pilot projects to production systems with secure, explainable, and regulation-ready AI built on their own infrastructure.
Where is Pints AI based?
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We're headquartered in Singapore with clients across India, Singapore, Hong Kong, and Thailand. We maintain representative offices in Hong Kong and India, and our platform deploys globally on clients' own infrastructure or private cloud environments.
What sets Pints AI apart from  other AI firms? 
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We don't sell experimental technology or force you into months-long pilots. We delivers production-ready agents in 21 days, deployed entirely on your infrastructure with full auditability built in. We also develop our own small language models trained specifically for regulated industries—giving you performance without compromising privacy or compliance.
What industries does Pints .ai work with?
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We work with organizations in regulated sectors where data privacy, compliance, and auditability are non-negotiable—including insurance, asset management, financial services, healthcare, and manufacturing. Our platform is purpose-built for industries managing complex workflows, sensitive data, and strict regulatory requirements.
What is Autothought?
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Autothought is the agentic framework that powers all Pints agents. It's built from six core capabilities—Intake, Extract, Align, Govern, Report, and Assure— that can be combined to build custom agents suited to your needs. Instead of building AI agents from scratch, Autothought provides the proven foundation so agents can be deployed rapidly and securely.
How do the capabilities work together?
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Each capability handles a specific function in the workflow: Intake brings in data from any source, Extract captures structured information, Align standardizes it to your systems, Govern applies your business rules, Report generates outputs, and Assure validates everything to auditable standards. Agents combine whichever modules they need to automate your specific processes.
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Some processes require all six modules for end-to-end automation, while others might only need a couple. The modular design lends flexibility to your agent design.
What's the difference between Autothought and the agents?
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Autothought is the foundational framework infrastructure that makes agents possible. Agents are the applications built on top of it, configured to automate specific workflows. Think of Autothought as the operating system and agents as the apps that run on it.
Does Autothought work with our existing systems?
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Yes. Autothought integrates with legacy systems and modern data sources through its Intake module. Whether you're running on-premise infrastructure, private cloud, or hybrid environments, the platform adapts to your architecture—you don't have to rebuild around it.
Do you provide ongoing support after delivery?
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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.
How long does deployment actually take?
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Because Autothought is pre-built and modular, most organizations go from kickoff to production in 21 days. This includes system integration, agent configuration, and security validation.
How does Autothough ensure data privacy and compliance?
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All processing happens on your infrastructure—your data never leaves your environment. Every agent decision is traceable through our Source Attribution Neural Network (SANN), giving you the audit trail regulators require. Governance and validation are built into the framework, not added afterward.
Do we need AI expertise on our team to use Autothought?
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No. While technical teams appreciate the flexibility, Autothought is designed for business users to deploy and manage agents without deep AI expertise. Our team handles the complex setup, and your teams focus on configuring workflows and monitoring outcomes.
Do we need to migrate our data to use Autothought?
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No. Autothought integrates with your existing systems and processes data where it lives—on-premise or in your private cloud. You're not moving data to external servers or third-party infrastructure.
Pints AI delivers secure agentic AI systems for regulated financial institutions, designed for auditability, traceability, and scale. The company's platform, Autothought, enables institutions to build, deploy, and govern AI agents across their operations on their chosen infrastructure, with full control over their data and complete audit trails for regulators.
Copyright © 2026 Pints AI. All rights reserved.