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AI for regulated industries · Singapore

Knowledge-first AI systems for grounded assistants in financial institutions

Openpedia AI builds retrieval-grounded and agentic AI solutions for finance and other regulated industries, with configurable single-tenant deployments for knowledge-intensive workflows.

In production in financial services and other deployments · Operating knowledge platforms in Singapore since 2008

5,000+
listed companies covered
3.4M+
registered users across deployments
1.2M+
chat messages / year
On-prem / AWS / GCP
deploy where policy requires
Why Openpedia AI

A knowledge-first AI company

Enterprise assistants that answer from your knowledge — with the packaging, controls, and infrastructure to run inside your environment.

Grounded Answers

Citation-ready synthesis from structured and unstructured knowledge sources.

Agentic Workflows

Tool-using assistants with traceability and human review built in.

Enterprise Packaging

Docker / Kubernetes deployments for controlled customer environments.

Flexible Infrastructure

Dedicated servers, private VPC deployments, and secure integration patterns.

Solutions & Deployments

Built for regulated industries

Every Openpedia AI deployment runs on the same grounding stack, in production today in financial services and other industries.

Financial Services

capopedia

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Capital-markets research engine grounded in primary filings and official disclosures: point-in-time records, dossiers, KPIs and risk factors with a verified citation on every figure. Numbers come from a deterministic pipeline, never a language model; narrative is AI-assisted, source-cited and integrity-checked; the engine abstains when the evidence can’t support a figure.

Coverage: 5,000+ US-listed, SEC-reporting companies; SGX-listed company coverage on the roadmap.

API

Query, stream and embed research into your own tools and workflows.

Single-tenant

Your own isolated instance, on-prem or in your cloud; data never leaves your environment.

Your team, your conclusions

The engine produces the evidence base; your licensed professionals own the analysis and the client relationship.

Audit-ready

Every output traces to the source document, extraction step and model version.

Built for research desks covering more names, asset managers building Singapore-focused strategies, and compliance teams reviewing AI-assisted research.

Capopedia provides financial information and analysis for research purposes. It is not a financial adviser and does not make recommendations.

Discuss an institutional pilot
Defence & Public Sector

Built for environments where the answer has to be right and the data can’t leave.

We deliver grounded assistants and agentic workflows for defence and public-sector organisations in Singapore.

  • Isolated deployment: on-premises or sovereign cloud, air-gapped where required.
  • Penetration-tested, least-privilege access, fully audit-logged.
  • Every answer cites the governing document, carries a confidence score and routes consequential actions to a human.
  • The same engineering discipline as our financial-services deployments.
Request a capability briefing
Technology

The grounding stack

Four layers between a question and a trustworthy answer: knowledge in, grounded assistants out — deployed on infrastructure you control.

01

Knowledge Layer

  • Structured & unstructured sources
  • Documents, databases, APIs
  • Continuous sync & versioning
02

Retrieval & Grounding

  • Hybrid search & re-ranking
  • Inline citations on every answer
  • Confidence scoring
03

Agentic Workflows

  • Tool use & multi-step planning
  • Human-in-the-loop review
  • Traceability & audit trails
04

Single-tenant Deployment

  • Isolated environment per customer
  • Your data, your control
  • On-prem, AWS, or GCP
Trust & Deployment

Built for real-world deployment

Openpedia AI ships as containerised, single-tenant systems that connect to your knowledge bases and run where your policies require.

Knowledge base integration

Connect databases, files & docs, and applications into one governed layer.

MCPs, REST APIs

Query, stream, and embed assistants in your own products and workflows.

Private deployments

Dedicated servers and private VPCs — including regulated environments.

Operational traceability

Every answer and agent action is logged, cited, and auditable end to end.

Isolated per customer Docker / Kubernetes Audit-ready logs Data residency options
About

Leadership

The founding team spans product strategy, operations, technology, and AI delivery.

Joe Ngoi

Joe Ngoi

Founder & CEO

After an early stint at KPMG Consulting, Joe has spent the past 25 years as an entrepreneur, co-founding and running IT companies through successive industry cycles: dotcom, e-commerce, mobile, blockchain, and now AI. His companies span enterprise and consumer markets, from erp software and online advertising to specialist information platforms. A First Class Honours graduate of Imperial College London and a shareholder and board member across several growth-stage companies, he brings to Openpedia the leadership of a founder who has built durable businesses for global customers.

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Jason Chan

Jason Chan

Co-Founder & COO

Jason brings over 25 years of executive leadership across Asia Pacific, the Middle East, South Africa and the Americas, spanning sovereign wealth investment and multinational industrial operations. An MIT Sloan Fellow and graduate of the University of Illinois Urbana-Champaign, he has led teams of more than 1,000 people and managed business portfolios generating up to S$2 billion in revenue. As COO, he oversees operations, commercials, client delivery and governance across Openpedia's engagements for clients in highly regulated environments.

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Suan Pin Lee

Suan Pin Lee

Co-Founder & Head of Technology

Suan Pin is a software architect with more than 25 years of experience designing and delivering enterprise systems across government, defence and education organisations, building secure, scalable, mission-critical and high concurrency systems. An AWS-certified solutions architect and certified web-application penetration tester, he combines deep expertise in cloud platforms, cybersecurity, DevOps and high-performance distributed systems. As Head of Technology, he leads Openpedia's engineering platform for enterprise and public sector organisations.

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Wei An Wang

Wei An Wang

Co-Founder & Head of AI

Wei An has 18 years of experience building software products across Silicon Valley startups as well as Singapore government and defence agencies, and contractors. A two-time Y Combinator alumnus with Computer Science and MBA degrees from Carnegie Mellon University, he previousy co-founded an AI startup in San Francisco, led it through Series A, and built agentic AI solutions for the highly regulated US healthcare sector. As Head of AI at Openpedia, he leads AI strategy, solution architecture and governance, helping highly regulated organisations deploy agentic AI securely at scale.

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Openpedia AI Pte Ltd (UEN 200812839K) was incorporated in Singapore in 2008 and has built and deployed large-scale knowledge platforms ever since. In 2023 we re-tooled the company around retrieval-grounded AI for regulated industries. We are wholly Singapore-owned, and our core team is based in Singapore.

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Building grounded AI systems since long before the hype — Openpedia has served knowledge platforms at scale since 2008.

Ground your AI in knowledge, not hype.

Talk to Openpedia AI about enterprise-ready assistants, knowledge integration, and agentic workflows for financial institutions and other regulated industries. Pilots and capability briefings on request.