Ho Chi Minh City · Since 2024
We build AI-first products where you just ask, and the software does the rest. Powered by large language models, with agentic workflows, MCP servers, Skills and plugins. We also build custom software for businesses.
coffee 45k, Grab home 80k
where can I cut back?
Products · in development
Each product puts an AI assistant at the centre. You ask in plain Vietnamese or English instead of clicking through forms and menus.
Say what you spent, like coffee 45k, Grab home 80k
, and the AI records and categorises it. Ask how much did I spend on food this month?
or where can I cut back?
and get a straight answer.
Skills cover monthly reviews, budget alerts and receipt capture.
Agentic workflows that take a goal, plan the steps and carry them out across your existing systems, with a person approving what matters.
Plugins and MCP connectors link agents to the tools a company already uses. Skills capture each team’s procedures, so every run is consistent, auditable and easy to review.
Each product exposes its data and actions through the Model Context Protocol, with scoped permissions, so AI assistants can work with it securely.
Packaged, tested workflows for recurring jobs, so results are consistent rather than improvised.
MCP servers and Skills bundled together, so users install a whole product into their assistant in one step.
AI engineering
The three building blocks that make AI useful inside a business: agents that act, knowledge they can trust, and secure connections to the systems you already run.
Agents that take a goal, plan the steps and use tools to finish the job, from triaging requests to preparing reports. People approve the steps that matter, and every run is logged and evaluated.
Retrieval-augmented generation grounds the AI in your documents, policies and databases, with citations, so it says what your data says instead of guessing. Access rules decide who can see what.
Model Context Protocol servers give AI assistants a standard, secure way to read and act on your CRM, ERP, databases and internal APIs, with scoped permissions and audit trails.
IT services
One team that owns the outcome, for companies that need software built well.
Web applications, internal tools and APIs designed around how your business actually runs.
Assistants, document search (RAG), MCP servers and workflow automation wired into your existing systems.
Fast, accessible front-ends and cross-platform mobile apps, built to ship and easy to maintain.
Infrastructure, CI/CD, monitoring and cost control on AWS, GCP, Azure and Cloudflare.
Pipelines, warehouses and dashboards that turn scattered data into something you can decide with.
Architecture reviews, technology selection and hands-on support for teams that need a second opinion.
How we work
We learn the problem, the users and the constraints before writing code.
A clear plan, scope and architecture you can review and challenge.
Short iterations with working software you can try every week.
Launch, monitor and improve. We stay on after go-live.
Tell us what you're building, or ask to join early access. We usually reply within one business day.
[email protected]