Knowledge-first AI systems for grounded enterprise assistants

Openpedia AI builds retrieval-grounded and agentic AI solutions with configurable single-tenant deployments for knowledge-intensive workflows.

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Live in production across finance, marketplaces, research & education

Knowledge Layer

Structured & unstructured sources, documents, databases, APIs

Retrieval & Grounding

Hybrid search, re-ranking, citations, confidence scoring

Agentic Workflows

Tool use, planning, human-in-the-loop, traceability & audit

Single-tenant Deployment

Isolated environment, your data, your control

3.4M+

registered users

1.2M+

chat messages / year

On-prem / AWS / GCP

deploy where policy requires

Containerised

single-tenant deployments

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

One platform, proven across domains

Every Openpedia AI deployment runs on the same grounding stack — live today in finance, marketplaces, research, and education.

Capopedia

Capital markets research grounded in SEC filings and official disclosures — dossiers, KPIs, and risk factors with sources attached.

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Adpost

Marketplace AI assistants integrated with production listing data — helping users find, post, and summarize with entity-aware search.

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Learner Net

Curriculum-grounded AI assistants for education — personalized study support that co-pilots teachers, not replaces them.

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Deep Research

Knowledge-driven Q&A and Deep Research agents across large entity sets — executive-ready briefs with full references.

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Technology

The grounding stack

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

Knowledge Layer

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

Retrieval & Grounding

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

Agentic Workflows

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

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.

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.

Your systems

Databases

Files & docs

Applications

Secure connectivity

TLS 1.2+

Private Link

VPC peering

Deployment options

On-prem

AWS

GCP

Single-tenant environment

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

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.

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.

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.

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.

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.

Contact Openpedia AI or write to [email protected]