The AI agency Malaysian businesses hire to ship agents

An AI agency designs, builds and runs AI systems for other businesses — as opposed to selling you a licence and leaving. In practice that means choosing the model, building the agent or assistant around your actual workflow, connecting it to the systems you already use, testing it against your data, and staying responsible for it after launch. Not to be confused with Malaysia's National AI Office (ai.gov.my), which is a government body, not a service provider.

A software house builds what you specify. An AI agency has to decide what is worth building, because AI systems fail differently: they are probabilistic, they drift as your data changes, and they need evaluation rather than just testing. The work is model selection, agent architecture, measurement before go-live, and monitoring afterwards. If a vendor quotes you an AI project the way they would quote a website, that is the warning sign.

Scoped projects at Anchor Sprint run from RM 5,000 to RM 50,000. The low end is a single automated workflow — one document type, one system, live in a few weeks. The high end is an agent that touches several systems and handles sensitive data, where the evaluation and monitoring work costs more than the build. On top of the project fee there is the model running cost, which is almost always the smaller number; we publish a Claude cost calculator so you can model it yourself before talking to us. Training engagements can be claimed against your HRD Corp levy.

We provide AI Agent Development, Claude Managed Service, and Claude & AI Training. We build agents for real workflows, onboard and operate Claude across your organisation, and deliver structured training for employees and managers.

It covers Claude workspace setup, access and governance, approved use cases, team onboarding, starter templates, adoption support, ongoing administration, usage reporting, cost reviews, and help when workflows or policies change.

We design access, approval, and data-handling rules around the Claude plan and systems your organisation selects. The managed service documents ownership, user roles, approved workflows, and escalation points so employees know what they can use and when human review is required.

Claude is our primary platform for agent development and business adoption. Our team includes Claude Certified Architects and Anchor Sprint is a member of the Anthropic Claude Partner Network, so our services focus on building, onboarding, governing, and improving Claude-based work.

A focused Claude onboarding can usually begin within two to four weeks. Custom AI agent development typically takes four to eight weeks depending on workflow complexity and integrations. Training can be scheduled separately for business teams and managers.

Our Claude Managed Service includes administration, adoption support, access and policy updates, usage and cost reporting, workflow reviews, and support from a team that understands your rollout.