How to Roll Out AI Across a Sri Lankan Company in 90 Days

By Ammar Ahamed, Founder, Cocoon · 21 October 2026 · Part 1 of 8 in the Corporate AI in Sri Lanka series

AI is already in your company

Whether or not your company has an AI strategy, your people already have one. It lives on their phones.

The World Bank's South Asia Development Update in October 2025 found that 7.3% of white-collar job postings in Sri Lanka asked for AI skills in 2025, the highest share in the region, and ranked Sri Lanka second in South Asia for ChatGPT users per head. The Institute of Policy Studies estimates that 22.8% of employed Sri Lankans, around 1.83 million people, work in jobs exposed to generative AI.

So the real question for a Sri Lankan leadership team is not whether to bring AI in. It is whether to shape how it is already being used, or to find out later what happened while nobody was looking.

This is the playbook we would follow to shape it. It is written for HR and L&D heads, CEOs and department heads, and it fits in one quarter.

Why 90 days?

Ninety days is long enough to change habits and short enough to hold a leadership team's attention. It lines up with a quarterly board cycle, so the day-90 report lands where decisions get made. And it forces a useful discipline: every phase has to end with something you can show, not just something you attended.

Before day one: four decisions

Four decisions need to be made by leadership before anyone books a trainer. Skip them and the programme drifts.

Three outcomes, with numbers. Not "become AI-ready". Something like: cut the time to close the month by two days, answer guest messages within an hour, or halve the time to produce a tender. Outcomes decide which teams go first.

One owner. A named person with AI adoption in their objectives. Usually the HR or L&D head, with the CEO as visible sponsor.

A tools budget, not just a training budget. People forget what they cannot practise. If the training uses tools nobody has access to afterwards, the skill fades within weeks.

Time. Department heads have to agree that learning happens during working hours. In a lean Sri Lankan team that is a real cost, and it is the one most likely to be quietly withdrawn in week three.

Days 1 to 30: see it and set the rules

Measure first. You cannot train what you cannot see. A short readiness score for every person gives you a baseline, shows which teams are ahead and which are stuck, and gives you something to compare at day 90. Our free AI Readiness Score takes about ten minutes per person, and the Team Capability Map shows where each team is only one person deep.

Set the rules before the training, not after. Sri Lanka's Personal Data Protection Act brings its main duties for companies into operation on 1 January 2027, according to the Data Protection Authority's announcement. A one-page staff guideline on what can and cannot go into AI tools, plus an approved tools list, should exist before people are encouraged to use AI more. We explain what that guideline needs in the PDPA and AI at work.

Name your champions. One per department, chosen for curiosity and patience rather than seniority or technical skill, with a few protected hours a week. They are how the programme survives after the trainer leaves.

Find the work worth changing. Ask every department head for three tasks their people repeat. Sort them with our 3 As of AI: Acceleration (the same work, faster), Augmentation (new work, now possible) and Automation (the work, without you). Start with Acceleration. You cannot automate what you have not first accelerated.

Days 31 to 60: train on real work

This is where most programmes go wrong. A big hall, a famous speaker, a hundred people, a lot of nodding, and nothing different on Monday.

Make it hands-on and role-based. A finance team's AI needs are nothing like a marketing team's. Each person should bring one real task from their own week and leave with something that works on it: a prompt they will reuse, an assistant set up for their job, a template, or a small automation.

Go in the right order. Leadership first, briefly and visibly, so people see that using AI is expected rather than tolerated. Then HR, because HR will run the rollout and should understand it from the inside. Then the teams tied to your three outcomes. Then everyone else.

Design for language, not just level. Many Sri Lankan teams plan in Sinhala or Tamil and write in English. AI tools handle English best, and that gap matters for frontline teams. We cover how to train around it in AI for teams who work in Sinhala and Tamil.

Start a shared library. Every good prompt, template and small automation goes somewhere everyone can find it. A twenty-minute show-and-tell each week keeps it growing and spreads what works between teams.

Days 61 to 90: make it stick

Measure again, the same way. Run the same readiness score you used on day one and compare. Look at it by team. The teams that moved most will tell you what to repeat. The ones that did not will tell you what to fix.

Automate one or two workflows properly. By now some teams will have a task that is ready to run on its own: a weekly report, a first reply to common customer questions, a document check. Give each automation an owner and a human check step. Automation without an owner fails quietly.

Decide from evidence. The day-90 review should end in a decision: scale to the next teams, adjust, or stop. Budget phase two from what happened, not from enthusiasm. We go through how to cost it in what corporate AI training costs in Sri Lanka.

The Sri Lankan part nobody writes down

Most AI rollout guides are written for offices in San Francisco or London. A few things work differently here, and they decide whether people actually try.

Seniority shapes who experiments. In many Sri Lankan workplaces, a junior executive will not openly do something their manager cannot. If senior people never use AI in front of their teams, juniors use it quietly, on personal accounts, which is exactly the risk you are trying to remove. Leaders using AI openly, and admitting when it gets something wrong, gives everyone else permission.

Saving face slows questions. People will rarely say "I do not understand" in a room of colleagues. Small groups, pairs, and champions who sit with people one to one get far more honest learning than a big session with a Q&A at the end.

WhatsApp is the real intranet. If your shared library lives on a portal nobody opens, it will not grow. Put the weekly tip where your people already are.

Lean teams fear the headcount question. After years of skilled people leaving the country, many teams are already stretched, and some will hear "AI" as "fewer of us". Say plainly what the programme is for. We write about this in upskilling the people who stayed.

Who should own it?

In most Sri Lankan companies, HR or L&D should own the rollout, with the CEO as sponsor, IT owning tools and data rules, and department heads owning adoption in their teams.

HR is the right owner because this is a people change more than a technology one. The skills, the champions, the guideline, the measurement and the headcount conversation all sit with people who understand the workforce. IT matters enormously, but when IT owns AI adoption alone, it tends to become a tools project that nobody uses.

What to report at day 90

Where to go next

This is Part 1 of our Corporate AI in Sri Lanka series. The other parts go deeper on the questions that come up in every rollout: the PDPA, cost, language, the apparel and hospitality sectors, lean teams after the brain drain, and training a whole group of companies. If you work in IT-BPM, our piece on AI for Sri Lanka's IT and BPO industry fits here too.

One thing to try this week: ask your leadership team to name the three outcomes, with numbers, in a single meeting. If you cannot agree on them, that is your day-one task, and it costs nothing.

Frequently asked questions

Sources

1. Ada Derana, reporting the World Bank South Asia Development Update (October 2025)
2. Daily FT, "Nearly quarter of workforce exposed to GenAI: IPS"
3. Daily FT, "Data protection compliance regime takes effect on 1 Jan 2027"