Governance-First AI Company | Malaysia
We're a governance-first AI company. Every solution we build keeps humans in the loop and starts with a deep understanding of your business - because the right answer isn't always AI.
Governance first. Humans in the loop. AI only where it creates real business value.
Responsible AI isn't an afterthought - it's our foundation. Every solution we deliver is built with oversight, accountability, and compliance at its core. We ensure your AI operates within clear boundaries, with full auditability and transparent decision-making.
AI should augment human expertise, not replace human judgement. We design every system with meaningful human oversight at critical decision points. Your people stay in control, informed, and empowered - because the best outcomes happen when humans and AI work together.
We don't sell AI for the sake of AI. We invest time understanding your operations, workflows, and pain points before recommending a single line of code. If the problem doesn't need AI, we'll tell you. When it does, the solution fits your business - not the other way around.
Working demos and collaboration projects - try them today or partner with us to build your own
Scientifically Engineered AI for Knowledge Systems
Your company's entire knowledge - instantly accessible through the channels your customers already use. iKB transforms scattered documents, FAQs, and institutional knowledge into an intelligent assistant that answers questions 24/7 via WhatsApp, Telegram, Messenger, and web chat. Supports Bahasa Melayu, English, and Chinese. No app downloads. No learning curve. Just answers.
Try Demo~150,000 Views Worldwide
Real-time tracker for NASA's Artemis 2 mission, using AI to calculate and visualise the approximate location of the Orion capsule across its nearly 800,000 km return journey. Gained close to 150,000 views globally, including from NASA staff.
View TrackerVoice AI Platform
Enterprise voice AI that speaks directly through your existing phone system. Vocalis connects to any SIP-compatible PABX to handle inbound calls, answer enquiries, route conversations, and escalate to humans when needed - without replacing your telephony infrastructure.
Visit SitePublic Safety Tool
A free community service that helps protect people from fraud. Simply paste any suspicious message, phone number, or link - and get an instant AI-powered analysis of potential scam indicators. Already helping thousands of users stay safe from increasingly sophisticated fraud attempts.
Try DemoAI Content Detector (Beta)
Are You AI? A free tool that analyses images and videos to detect whether they were generated by AI or are authentic. Upload files or paste URLs for instant analysis with confidence scoring, multi-algorithm breakdowns, and per-frame video analysis. Supports YouTube, TikTok, Instagram, and more.
Try ItPersonal Daily Briefing
Your private, personalised daily news briefing. 5NEWS compiles curated articles by topic with zero tracking, no accounts, and no ads - just a random browser token. Customise your topics, export briefings as PDF, and access session history. All data auto-expires after 30 days. Private by design.
Try ItReal-Time Recognition
Computer vision that runs at the speed of business. Our optimised models process live video streams in milliseconds - detecting objects, reading text, recognising faces, and tracking movement. Deployed across security, manufacturing, and retail environments where every second counts.
Complete Contact Center Intelligence
The full-stack AI solution for modern contact centers. Deploy intelligent voice bots that handle routine calls autonomously. Get real-time call transcription and sentiment analysis so supervisors can intervene at the right moment. Empower your agents with an AI copilot that surfaces relevant information, suggests responses, and automates after-call work - turning every agent into your best agent.
GradoAI Partnership
Bringing AI intelligence to education management. In partnership with Grado, we're building Gradifier - an AI layer that transforms how schools handle enrollment, student records, and administrative workflows. Smart enrollment predictions, automated document processing, and intelligent scheduling that lets educators focus on teaching instead of paperwork.
Learn MoreAir-Gapped Datacenter & API Services
Our own private, air-gapped datacenter running NVIDIA H200 GPUs on Linux. We build GPU farms for enterprises requiring complete data sovereignty - your data never leaves your premises. Our hardware team provides infrastructure consultancy, deployment, and secure API access for AI workloads. Privacy-first AI for the most demanding security requirements.
Thoughts Machine brings together over 30 years of combined experience in technology. Founded by Astiostech and Intelimina, we're a governance-first AI company - a team of AI engineers, data scientists, hardware specialists, and software architects who believe AI should serve the business, not the other way around. Based in Kuala Lumpur, Malaysia.
Governed & Private Infrastructure: We operate a private, air-gapped datacenter equipped with NVIDIA H200 GPUs. Every deployment adheres to strict governance standards with human-in-the-loop oversight, full auditability, and data sovereignty by design.
Business-Led AI Consultancy: We start with your business problem, not a technology pitch. Our consultancy, demo products, and GPU infrastructure exist to deliver measurable outcomes - not to chase trends.
Bahasa Melayu AI: Our AI systems support Bahasa Malaysia, including local dialects and cultural context.
Security Partner: Cybertronium - Award-winning cybersecurity firm (ISO 27001, CREST certified) providing AI/LLM security audits, code reviews, and penetration testing.
Looking for an AI partner that leads with governance, keeps humans in the loop, and only recommends AI when it truly fits? Whether you need consultancy, GPU infrastructure, or want to explore our products - we'd love to chat. No sales pitch, no obligation.
Let's Talk