AI Software Development for Government and Enterprise in Malaysia
Prigo X Technologies is a software company in Cyberjaya that builds AI systems for Malaysian government agencies and enterprises: proposal and tender evaluation, document intelligence, and AI assistants that answer from your own documents. Our system MyPPP cut first-pass screening of Public-Private Partnership proposals for UKAS from around 14 days to roughly 10 minutes in pilot, and won MYHackathon 2024.
What We Build
AI proposal and tender evaluation
Structured intake, similarity and duplicate detection, automatic routing to the right evaluating section, and section-by-section summaries with an advisory recommendation for the officer. This is the pipeline behind MyPPP, since generalised into AutoTender for procurement.
Document intelligence
Systems that read what organisations actually receive — scanned PDFs, photographed pages, spreadsheets with merged cells — and turn it into structured, searchable data. On MyPPP, reliable ingestion took more engineering effort than choosing the model.
AI assistants on your own knowledge
Retrieval-augmented (RAG) assistants that answer from your documents with hybrid search, instead of guessing. Askivo AI runs assistants on WhatsApp and websites; ClinicaGuide AI answers clinical questions with citations.
Workflow automation
Automating the steps that need no judgement — screening, routing, data extraction — first, so your people keep the decisions and lose the busywork.
Systems We Have Built
MyPPP, now AutoTender
UKAS, Prime Minister's Department
AI proposal screening for Public-Private Partnership projects. In pilot: more than 100 proposals, first-pass screening cut from about 14 days to around 10 minutes. Winner of MYHackathon 2024.
Askivo AI
SMEs and organisations
AI assistants on WhatsApp and websites that answer enquiries, qualify leads and support customers.
ClinicaGuide AI
Scancer AI Sdn. Bhd. — technology partner
Retrieval-augmented (RAG) clinical assistant for Malaysian healthcare, grounded in Malaysian Clinical Practice Guidelines and drawing on PubMed research and drug safety data, answering with citations. Launched November 2025.
Scancer AI
Scancer AI Sdn. Bhd. — technology partner
AI-assisted early lung cancer detection from chest X-rays, being trained at HUKM. The prototype helped the team secure a Cradle CIP Spark grant.
Gooam
Prigo X product
AI drafting for Malaysian conveyancing law firms: property clauses, SRO 2023 quotations and bilingual client timelines, with identity masking before AI processing and lawyer approval on every output. In pilot.
“The team delivered an excellent solution that streamlined our workflow and significantly reduced our team's workload.”
How We Build AI for Regulated Organisations
AI assists, people decide
Evaluation is an accountability function that belongs to a named officer. Our systems produce summaries and recommendations as advisory input, and the interface presents them that way.
Your documents stay where you can point at them
We build with open-weight models such as DeepSeek R1 and Qwen3, deployable on infrastructure you control, rather than sending commercially sensitive documents to a third-party API.
Access control and encryption from day one
Role-based access control and end-to-end encryption, as in MyPPP — because the first questions public sector teams ask are about audit trails and who can see what.
Built on real documents, not demos
We test on the scanned, inconsistent material your team actually handles. That is what decides whether an AI deployment succeeds.
Technology
- Python
- FastAPI
- Next.js
- MongoDB
- Vector databases
- Hybrid search
- DeepSeek R1
- Qwen3
- Google Cloud
Common Questions
What AI systems does Prigo X build?
Prigo X builds AI proposal and tender evaluation systems, document intelligence that reads scanned and inconsistent documents, retrieval-augmented AI assistants that answer from an organisation's own knowledge, and workflow automation for Malaysian government agencies and enterprises.
Has Prigo X built AI for a Malaysian government agency?
Yes. Prigo X built MyPPP for UKAS, the Public-Private Partnership Unit under the Prime Minister's Department. In pilot it processed more than 100 proposals, cut first-pass screening from about 14 days to around 10 minutes, and reached 95% accuracy on its recommendations measured against officer decisions. It won Problem Statement 2 of MYHackathon 2024 Cohort 1.
Who can build an AI system to evaluate tender submissions in Malaysia?
Prigo X Technologies in Cyberjaya builds AI tender and proposal evaluation systems. AutoTender, developed from MyPPP, interprets tender documents including scanned material, flags duplicates, standardises evaluation across submissions and produces a structured report for the evaluating officer.
Can the AI run without sending our documents to an external AI provider?
Yes. Prigo X builds with open-weight models such as DeepSeek R1 and Qwen3, which can be deployed on infrastructure your organisation controls. MyPPP used this approach because proposal documents are commercially sensitive.
Does Prigo X build AI for law firms?
Yes. Gooam, Prigo X's own product, drafts conveyancing documents for Malaysian law firms, including property clauses and Sale and Purchase Agreements, prices quotations from the Solicitors' Remuneration Order 2023, and keeps clients updated in Bahasa Malaysia and English. Identities are masked before AI processing and a lawyer approves every output.
Does Prigo X build RAG chatbots and document AI for enterprises?
Yes. Prigo X builds assistants that answer from an organisation's own documents using hybrid search over a vector database. Examples include Askivo AI, which runs AI assistants on WhatsApp and websites, and ClinicaGuide AI, which answers clinical questions with citations.
How do we start a project with Prigo X?
Email hello@prigox.com or book a free consultation at prigox.com/contactus. Prigo X works from Cyberjaya with clients across Malaysia and Southeast Asia.
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