AI services your board can trust
— and your team can operate.
AIBYML SG helps Southeast Asian organisations become AI‑native enterprises, combining governed AI consulting with an enterprise intelligence platform that plans before it builds, records every critical decision, and leaves your team stronger, not dependent.
Based in Singapore, built for ASEAN’s most regulated and trust‑sensitive industries.
Governed AI Process
Full audit trail of significant AI decisions and human reviews.
Enterprise Intelligence
Multi‑agent orchestration, from discovery to delivery.
Capability Transfer
Every project ends with a playbook your team can run.
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Flooded with tools, lacking control.
Most organisations are flooded with AI tools and vendor promises, but lack three critical things:
- A clear, governed process for designing and deploying AI.
- Visibility into how AI decisions are made on their behalf.
- The internal capability to operate and extend what vendors build.
A single, end‑to‑end governed process.
We combine three core pillars to take you from readiness assessment to production MVPs and long‑term AI capability inside your organisation.
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1
A Governed AI Consulting Practice
Strategic planning by a business–system paired team.
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2
An Enterprise Intelligence Platform
Multi-agent orchestration powered by our Open Source/Open Core.
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3
Structured Capability Transfer
We deploy it with your team, then hand over the keys.
Our Flagship Offers
Structured pathways to transform your organisation into an AI-native enterprise.
AI Readiness & Enterprise Roadmap
3–4 Weeks
Know where AI fits, what to build first, and how to do it safely.
We assess your data, workflows, and governance, then co‑design a 12–18 month roadmap that links concrete AI use cases to business outcomes, policies, and capabilities.
Key Outcomes
- ✓ Clear view of AI value across the org
- ✓ Risk & governance map (PDPA/GDPR)
- ✓ Phased POC/MVP execution plan
Governed AI POC & MVP Builds
4–16 Weeks
Build AI features that work in production — with governance built in.
We deliver POCs and MVPs using our two‑tier operating model. Every engagement includes quality gates, compliance checks, and a full AI Decision Chronicle.
Key Outcomes
- ✓ Working POC or MVP deployment
- ✓ Reconciled business & tech strategy
- ✓ AI Decision Chronicle & quality report
Enterprise Platform & Transfer
Continuous Delivery
Turn AI from a “black box” into an operating system your team can run.
We deploy our orchestration platform with your team, then deliver a structured Capability Transfer Package so your people understand how to run and extend it.
Key Outcomes
- ✓ Live client portal for AI visibility
- ✓ Complete Capability Transfer Package
- ✓ True internal AI operating independence
Our Engagement Lifecycle
A rigorous 7-stage process ensuring governance from discovery to handover.
Inquiry & Scoping
You share your brief; we assess fit, clarify objectives, and propose a focused POC or MVP.
Discovery & Strategy
Business and technical planning run in parallel, then are reconciled into a single, agreed plan.
Planning & Setup
We define scope, sprints, governance rules, and quality metrics before any build starts.
Execution (Build)
A dedicated delivery unit builds, tests, and iterates with quality and compliance gates.
Quality & Review
We review outputs against success criteria, policies, and risk thresholds.
Delivery & Capability Transfer
We deliver the solution plus a Capability Transfer Package so your team can run it.
Post‑Delivery Support
Time‑boxed support to stabilise the solution and plan the next phase.
Why AIBYML SG
Governance-First
Contracts, policies, and technical safeguards aligned by design.
Process > Tools
We plan before we build, and rigorously document every critical decision.
Client Capability
Capability transfer is a mandatory deliverable, not a nice‑to‑have.
ASEAN-Centric
Based in Singapore, tuned for SE Asian regulations, cultures, and markets.
Ready to explore your first governed AI project?
Next step: A 45‑minute AI Readiness Call to identify 1–2 high‑impact, low‑risk starting points for your organization.
AI Agents That
Actually Work
Stop prompting. Start running AI. Build, run, and control AI agents reliably in real business environments with our self-hosted orchestration platform.
Most AI Breaks in Real Work
AI demos look impressive, but fail when applied to real-world environments. They lack control, reliability, and scalability.
- Unpredictable outputs
- No visibility into agent actions
- Vendor lock-in
- Security and compliance concerns
- Deterministic, structured workflows
- Immutable audit trails
- Multi-provider LLM support
- Strict container isolation
Core Infrastructure Capabilities
Built from the ground up for security, scale, and zero vendor lock-in.
Container Isolation
Every agent gets its own sandboxed Docker container with CPU/memory limits, read-only mounts, and no root access. Cross-agent interference is architecturally impossible.
Multi-Provider AI
Anthropic and OpenAI out of the box. Switch providers without changing agent logic. Any OpenAI-compatible endpoint works via the custom provider.
Swarm Orchestration
Break complex tasks into sub-agent DAGs. The coordinator delegates, aggregates results, and handles failures — all within isolated containers.
Scoped Memory System
Agents maintain context within defined boundaries. Persistent memory at three levels: private (per-user), group (team), and org-wide.
Not Another AI Tool — A System That Makes AI Work
Clawix is not a chatbot or automation tool. It enables organizations to run AI as part of real operations — reliably, securely, and at scale.
Control & Governance
Role-based access, audit logs, and secure execution. Full visibility into what your AI agents do.
- Role-based access
- Audit logs
- Secure execution
Reliable Execution
Multi-agent workflows with structured orchestration and built-in failure handling.
- Multi-agent workflows
- Structured orchestration
- Failure handling
Own Your AI
Self-hosted, no vendor lock-in, multi-provider flexibility. Your infrastructure, your rules.
- Self-hosted
- No vendor lock-in
- Multi-provider
From Task to System
Define Workflow
Describe what your agents should accomplish
Assign Agents
Select and configure specialized agents
Orchestrate Execution
Agents collaborate in isolated containers
Monitor & Control
Full observability with real-time logs
Deploy in Minutes
Production-ready infrastructure out of the box.
$ git clone https://github.com/ClawixAI/clawix.git
$ cd clawix
$ pnpm run install:clawix
> Generating cryptographic secrets...
> Building clawix-agent:latest isolated containers...
> Initializing PostgreSQL & Redis...
✔ System Bootstrapped Successfully.
Dashboard running at http://localhost:3000
Zero-trust architecture enabled.
See Clawix in Action
Watch how Clawix orchestrates AI agents in a real workflow.
AI You Can Trust at Scale
Built for organizations that need governance, security, and flexible deployment.
Open. Transparent. Extensible.
Clawix is MIT-licensed and open source. Inspect the code, contribute, or fork it.
Frequently Asked Questions
Everything you need to know about Clawix.
What is Clawix?
Clawix is a self-hosted multi-agent AI orchestration platform. It allows you to run AI agent swarms in isolated Docker containers, providing full governance, security, and zero vendor lock-in for enterprise deployments.
Is Clawix open source?
Yes, the core Clawix platform is Open Source and released under the MIT License. AIBYML.SG provides premium consulting, enterprise integration, and compliance services on top of the open-core.
Which AI providers are supported?
Clawix supports Anthropic and OpenAI out of the box. Additionally, any OpenAI-compatible endpoint (like Ollama or vLLM) works natively, allowing you to run local LLMs easily. Azure, DeepSeek, and Gemini integrations are on the immediate roadmap.
Does Clawix require Docker?
Yes. Docker is fundamental to Clawix's security model. Every agent runs in its own sandboxed container with CPU/memory limits, ensuring no cross-agent contamination and preventing agents from accessing the host system.
Move from Experiment to Production
Stop building AI demos. Start deploying AI systems.
Governed Growth for Private & Public Sectors
Transformation you can trust, backed by regional compliance (PDPA) and strict operational governance.
Operations
Streamline workflows and slash costs with AI-enabled automation tailored to your unique business procedures.
Decision Support
Empower your team with real-time, AI-driven insights for faster, sharper, and more informed strategic choices.
Customer Engagement
Transform generic interactions into brand loyalty through highly personalized, intelligent conversational tools.
The 4 Pillars of Trust
We deploy AI with a strict, multi-layered governance framework to ensure maximum security and compliance.
Contracts & Compliance
Compliance-first contracts mapped strictly to PDPA, GDPR, and the incoming EU AI Act.
Secure Quality Gates
Containerized isolation, RBAC, and immutable audit logs built into the core infrastructure.
Human-in-the-Loop
Accountable review gates ensuring high-stakes AI decisions always require human approval.
Ethical Usage
Guided by a Responsible AI Charter that aligns system behavior with your corporate values.
Learn to Build with Clawix
From beginner to advanced — resources and local Singapore events to help you master AI agent orchestration.
Beginner Workshop
In-Person (SG)Get started with your first containerized agent in under an hour. Perfect for developers new to orchestration.
Advanced Bootcamp
VirtualMaster multi-agent DAG workflows, custom skills creation, and production deployments on private clouds.
Documentation & Resources
Insights & Updates
Follow AIBYML.SG for the latest articles on AI agent development, multi-agent orchestration, and production deployment.
Deep Roots in Asia. Global Vision.
Founded in 2019, AIBYML SG is a consulting startup driving transformation across Southeast Asia. Strategic expertise at the heart of the world's fastest-growing market.
Our Global Reach
Headquartered in Hong Kong with a strategic operational presence in Singapore.
Trusted By Regional Leaders
of Hong Kong Learning Bridge
Association Lai Si Construction &
Engineering Ltd Print & Gifts
Founder & CEO
AI Strategy
Driving the vision for enterprise-grade orchestration and advising top-tier firms in APAC on AI adoption.
Chief Technology Officer
Systems Architecture
Lead architect of the Clawix platform, specializing in containerized execution and distributed LLM systems.
Head of AI Compliance
Legal & Governance
Expert in AI liability, GDPR, and the EU AI Act, ensuring client deployments are structurally and legally bulletproof.