How long does the full AI integration journey take?

Phase 1 typically takes 1-6 weeks. Many SMEs see meaningful results within the first month. Phases 2 and 3 timing varies based on your specific needs.

Do we need technical expertise in-house?

No. That's what we're here for. Your team focuses on understanding your business processes — we handle the technical implementation. Over time, your team naturally builds AI literacy through daily use.

What's the minimum investment to get started?

Phase 1 pilots are designed to be low-cost and low-risk. We'll scope something that fits your budget and delivers measurable ROI quickly. Most SMEs start seeing returns within the first month.

What if the pilot doesn't work?

That's why we start small. A failed pilot is a learning experience, not a disaster. We'll analyse what happened, adjust the approach, and try again. The phased approach specifically minimises risk.

AI Integration Roadmap for SMEs

Phase 1: Low-Friction Pilot

Help, don't disrupt

Start with tools that help without changing how people work — quick wins that build trust.

Phase 2: Step-by-Step Expansion

Build on what works

Add more tools that use the data from Phase 1 — each one makes the next more useful.

Phase 3: Process Transformation

Redesign how the work gets done

Go from helping people to changing how the work is done — rebuild the process with AI at its centre.

Low-Friction Pilot

Help, don't disrupt

Start with tools that help without changing how people work — quick wins that build trust.

Focus

Very little change to how people already work
Helps staff rather than replacing their tasks
Produces tidy, structured documents AI can reuse later
Measurable payback from day one
Repetitive, time-consuming jobs where the saving is obvious
Low risk if it fails — nothing customer-facing, nothing compliance-critical

Outcome

2-5 hours saved per person per week
Your first structured data
The team sees AI as a help, not a threat
A clear baseline to measure against

Examples

A meeting summariser that writes up structured notes
An email assistant that drafts common replies
A document organiser that tags and files everything

Ready for your AI pilot project?

Tell us about your business — we will suggest the best starting point for your AI journey.

Get started

What makes AI stick

Three things that decide whether people keep using it

🎯

Low friction first

Start with tools that help without getting in the way. People accept bigger changes only after AI has made their day easier.

📄

Create structured data early

Every tool should leave behind tidy documents. That is what makes the next phase possible.

📊

Measure from day one

Clear numbers build the case for doing more. Track time saved, mistakes caught, and how people feel about it.

Why this order

The 2026 numbers say the same thing

say their people not knowing how to use AI is the biggest thing holding them back

reach maturity level 3 or above across AI strategy, governance and agentic controls

said the same about skills a year earlier — the gap is getting wider

Source: McKinsey, 2026 AI Trust Maturity Survey — around 500 organisations, surveyed December 2025 to January 2026. Start small. Grow what works. The phases exist so that a project that does not work costs you a few weeks, not a year.

How we help

We work with small and medium businesses to make AI integration practical:

Discovery

We look at how you work now, understand the problems, and pick the best first project.

Implementation

We build and install it for you — you stay focused on running the business.

Ready-made solutions

A library of tools we have already built, ready to use as they are or adjusted for you.

Model selection

We pick the right AI model for the job, balancing quality against cost.

Integration

We connect it to the tools you already use, and to any other system you want included.

Expansion

We plan the next phases around what is actually working for you.

No long contracts. No large payment up front. Start small, prove it works, then decide.

Common questions

How long does the whole thing take?+

It depends on your goals and your pace. Phase 1 usually takes 1 to 6 weeks, and many businesses see real results in the first month. Phases 2 and 3 depend on what you need and how quickly you want to grow.

Do we need technical people in-house?+

No. That is what we are for. Your team focuses on explaining how the business works; we handle the technical side. Over time your team picks up the AI skills simply by using it.

What is the smallest we can start with?+

Phase 1 projects are built to be low cost and low risk. We will scope something that fits your budget and pays back quickly. Most businesses see a return in the first month.

What if the pilot does not work?+

That is exactly why we start small. A pilot that fails teaches us something; it is not a disaster. We look at what happened, change the approach, and try again. Starting in phases is what keeps the risk small.

Can we skip straight to Phase 3?+

We do not recommend it. The trust and the structured data from the earlier phases are what make Phase 3 possible. Skipping ahead usually ends in resistance and a project nobody uses.

Do you work with companies outside Vietnam?+

Yes. We work with businesses internationally. The principles are the same everywhere — we adapt the tools and the way we work to your situation.