Applied AI Engineering Consultancy — Malaysia
Byte Forge runs two-day applied AI workshops and builds custom AI systems — retrieval-augmented generation, fine-tuning, agentic workflows, and WhatsApp lead engines — for Malaysian teams who want working systems, not slideware.
Not an engineering team?
Running a small or mid-sized company? We have a two-day workshop designed specifically for non-technical decision-makers — no code, no prerequisites.
Two lenses, one workshop
The same two days looks different depending on who you are — and both roles leave with what they came for.
No hype, no vendor deck. Your team builds against your actual stack and data, so you can judge feasibility, cost, and risk from working evidence.
Every participant leaves with artifacts, not attendance. The workshop is structured so progress is visible, measurable, and tied to business use cases.
What changes after two days
Here’s the gap between where most teams are today and where a Byte Forge build takes them.
Syllabus preview
Day 1 is the same for everyone: how to prompt, iterate, challenge, and pick the right AI tool. Day 2 applies those skills to a capstone build chosen during scoping.
What AI can (and can’t) do, prompting guides that actually move output quality, and a hands-on tour of the AI-powered tools that have changed the most: Lovable, Genspark, Cursor.
Iterative prompting, challenging the model when it sounds confident but is wrong, structured output, and a simple way to know when an AI output is good enough to ship.
Ground AI answers in your own documents — policies, SOPs, product catalogues — with a retrieval pipeline that cites its sources.
When prompting hits its ceiling. A real fine-tuning run with an eval set that proves whether the tuned model actually beats the prompted baseline.
Multi-step agents with tool use, guardrails, and human-in-the-loop checkpoints — designed the way you’d design any production system.
Turn inbound WhatsApp enquiries into qualified leads automatically — capture, qualify, route, and hand off to sales with a full audit trail.
The Byte Forge method
We run workshops the way we run engineering engagements — scoped, hands-on, and accountable for what ships.
Every module ends with a working artifact your team built with their own hands. If it doesn’t run, it doesn’t count — that’s the rule in the room.
We scope before we teach. Your documents, your workflows, your customers — every exercise is assembled around your business.
Guardrails, evaluation sets, cost modelling, failure modes. We teach the parts most courses skip — the parts that decide whether AI survives contact with reality.
Thirty days of follow-up support, handover documentation, and a written roadmap. And if you want it built for real, our integration team picks up where the workshop ends.
Engagement options
Three ways to work with Byte Forge. Every engagement is confirmed with a written quote after a scoping call — no surprises.
Join a scheduled public workshop cohort
Delivered at your premises, scoped to your systems
Workshop, then we build the real system with you
// indicative pricing — final quote follows the scoping call, in writing
Byte Forge delivers hands-on applied AI workshops and custom engineering integrations for businesses in Malaysia. By combining fine-tuned open-source models (such as Gemma and Qwen) on English-to-Bahasa Malaysia datasets, enterprise RAG architectures, and automated agentic testing workflows, Byte Forge helps technical teams deploy private, compliant, and benchmarked AI applications directly onto their existing infrastructure.
Each engagement includes pre-workshop scoping, all materials and starter code, a post-workshop progress report, and 30 days of follow-up support. Teams that want to go further can continue into a custom integration engagement with Byte Forge’s engineers.
Message us on WhatsApp — tell us your team size and what you’re trying to automate, and we’ll come back with a scoped proposal within two working days. Not sure which workshop fits? We’ll map your use case to the right track — no technical jargon, no obligation.
// replies within working hours · no obligation · scoping call is free · Klang Valley & remote
