Khmer copy shown is a working draft — pending review by a native Khmer editor before publishing. អត្ថបទខ្មែរជាសេចក្តីព្រាង
UpgradeLab

For companies & institutions

Your team already uses AI. Nobody has managed it yet.

85% of employees in Cambodia already use generative AI at work — mostly untrained, on personal accounts, with company data. We turn that unmanaged risk into a managed capability, then hand it to your people to run.

Delivered on site in English and Khmer · Half-day to multi-day programmes

How an engagement runs

Map, design, deliver

We do not arrive with a slide deck about AI. We arrive with questions about your operation, and leave with your team running workflows they built themselves.

PHASE 01

Map

We sit with your teams and follow the real work — not the process diagram, the actual one. Then we score where AI would genuinely pay, and where it plainly would not.

  • Interviews with the staff doing the work
  • Audit of what your people already use, unofficially
  • Opportunities ranked by hours returned against risk

You getA ranked shortlist of where AI pays, in your operation

PHASE 02

Design

We design the workflows around the tools you already own and the rules you already have to follow — data protection, client confidentiality, regulator expectations.

  • Workflows documented step by step, per role
  • A draft internal AI usage & data policy
  • Tooling chosen to fit procurement and security

You getDocumented workflows and a policy your legal team can review

PHASE 03

Deliver

We train the people who will actually use it, on site, in both languages. Then we build an internal group who can answer colleagues' questions after we have gone.

  • Hands-on training on your own live work
  • An internal AI team, trained to lead adoption
  • Before-and-after measurement on the mapped tasks

You getA trained team that no longer needs us

Why it matters now

The risk is already in the building

Staff are pasting client data into free chatbots on personal accounts, because nobody has given them a sanctioned alternative. Banning it does not work and drives it underground. Training it, governing it, and measuring it does.

  • Half-day to multi-day programmes, delivered on site
  • Tailored to your sector, using your own documents
  • Includes a draft internal AI usage & data policy
  • Bilingual delivery — every staff level takes part
Book a free 45-min briefing

Sectors

Built around your industry, not a generic syllabus

The examples in the room are yours. A credit team and a communications team should not sit through the same afternoon.

Banking & MFIs Insurance Telecoms Universities & schools NGOs & development Hospitality & retail Professional services Government & public sector

Start here

Send us a brief

No form to fill in. Message us on Telegram with three things and we will come back within 48 hours with a view on whether we can help — and say so plainly if we cannot.

✈ Send a brief on Telegram
  1. What your team does, and roughly how many people
  2. Where the time goes that you wish it did not
  3. What you have already tried, if anything