Software automation and agents,built by infrastructure engineers.

We come from platform and cloud infrastructure, so the agents and software we build are production-grade, secure, and compliant by default. Not bolted on after the fact.

5.0 · Google reviews
Security-first·Singapore & Australia· Production infrastructure
Canberra HQ --:--

Operational AI
is automation that runs in your business.

Software, agents, and workflows connected to your real systems and data. Not a sandbox demo. We build them with the same discipline we bring to cloud and platform engineering: secure, observable, and ready for production from the start.

Senior cloud engineers across Singapore and Australia. Embedded teams that scale delivery.

Architecture, security, and quality stay with senior engineers in Singapore and Australia. Execution scales through embedded teams in Vietnam. Built for APAC businesses that need automation and agents on production-grade infrastructure.

4+Years shipping production systems
AgentsMultiply what a small team ships
SG & AUPrimary markets we serve
24/7Production operations

What we build

Software automation and agents your teams run every day, on cloud infrastructure built to stay secure and reliable.

Workflow automation

Connect your tools, move data, and remove manual steps across finance, operations, and customer teams.

AI agents

Internal agents wired to your systems and data, with access control and audit trails built in from the start.

System integrations

APIs and connectors between CRM, ERP, internal tools, and the systems your business already depends on.

Custom software

Bespoke apps and internal tools when spreadsheets and off-the-shelf products stop scaling with you.

Production platform

Cloud infrastructure, CI/CD, observability, and compliance-ready architecture on AWS and Azure so automation stays up.

Most teams can demo AI.Few can run it inside the business.

The demo problem

Access to models is easy. Running agents and automation safely inside finance, operations, and customer systems is not.

  • Works in a chat window, not in your workflows
  • No SSO, access control, or audit trail on what AI does
  • Not connected to CRM, finance, or internal systems
  • No one owns it after the prototype

What cloud engineers build

Software automation and agents on the same foundations we use for production infrastructure. Secure and compliant by default.

  • Agents and workflows wired into real business processes
  • Security and compliance designed in from the start
  • Integrations with the systems you already run
  • Cloud platform, monitoring, and operations included
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Real systems. Real deployment.

Production automation and agents with outcomes you can measure. Each project: what we automated, what changed, and the platform it runs on.

Insights worth citing.

Our most referenced guides — comparisons, founder playbooks, and production engineering notes that AI search surfaces first.

n8n vs Zapier Pricing & Comparison 2026: Exact Costs, Plans, and Features
Workflow Automation

n8n vs Zapier Pricing & Comparison 2026: Exact Costs, Plans, and Features

n8n vs Zapier 2026 pricing comparison: n8n starts at $20/mo (2,500 executions) or free self-hosted. Zapier starts at $19.99/mo (750 tasks). See exact plans, integration counts, self-hosting options, AI features, and migration guide.

The Rise of the One Person Business: Solo Founders Reshaping Entrepreneurship in 2026
Entrepreneurship

The Rise of the One Person Business: Solo Founders Reshaping Entrepreneurship in 2026

The rise of the solo founder: how one-person businesses and one-man startups leverage AI, Hermes-class agents, fractional CTO partners, and automation to build multi-million dollar companies: tools, case studies, and 2026 data.

n8n vs Make (Integromat) Pricing & Comparison 2026: Exact Costs & Plans
Workflow Automation

n8n vs Make (Integromat) Pricing & Comparison 2026: Exact Costs & Plans

n8n vs Make 2026 pricing compared: n8n starts at $20/mo cloud or free self-hosted. Make Core starts at $9/mo (10,000 ops). See exact plans, integration counts, self-hosting, AI agents, and migration guide.

One-Time Secret Sharing Tools Compared 2026: Safe, Free & Secure Options
Cybersecurity

One-Time Secret Sharing Tools Compared 2026: Safe, Free & Secure Options

Compare one-time secret sharing tools for 2026: security, safety, zero-knowledge encryption, and free options. Learn if OneTimeSecret is safe, how zero-knowledge sharing works, and best practices for password and API key sharing.

Best Wireframe Tools 2026: Top 8 Compared for Teams, AI, and Collaboration
Design

Best Wireframe Tools 2026: Top 8 Compared for Teams, AI, and Collaboration

Best wireframe tools 2026 compared by brand: Figma, Moqups, Balsamiq, UXPin, Justinmind, Visily, Uizard, and Canva. See which platforms stand out for performance, collaboration, ease of use, AI features, and pricing.

Hire Developers in Vietnam 2026: Salaries, Tips & Complete Guide
Hiring

Hire Developers in Vietnam 2026: Salaries, Tips & Complete Guide

Hire developers in Vietnam with this 2026 guide: salaries from $800/mo (junior) to $4,000+/mo (senior), practical tips for developers working with Vietnam teams, 40–60% cost savings vs Western markets, and how to structure your outsourcing engagement.

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awsgoogle-cloudazurekubernetesTerraformnodeopenaianthropicgooglemetanvidialangchainvercelhighlevelawsgoogle-cloudazurekubernetesTerraformnodeopenaianthropicgooglemetanvidialangchainvercelhighlevel

AI is the interface.
Infrastructure is where it lives or dies.

Built for environments
where failure is not acceptable.

The same standards we bring to cloud infrastructure apply to every agent and automation we ship. Secure, auditable, and compliant by default.

Identity & access control

SSO, RBAC, and fine-grained permissions on agents and internal systems.

Secure deployment

Encrypted pipelines, private networking, and zero-trust architecture.

Audit & observability

Logging and monitoring on what your agents and workflows do, not just the infrastructure underneath.

Compliance-ready

Aligned with SOC 2, ISO 27001, and the regulatory frameworks your industry expects.

Canberra CBD, Global Headquarters
Canberra, Australia — Global HQ

Frequently asked questions

Direct answers about how we work, what we build, and who we serve across Singapore and Australia.

Tell us what you want to automatewith cloud engineers.

Describe the workflow, system, or process. We work with businesses across Singapore and Australia — and respond within 24 hours.

Start a conversation →