AI Transformation Lab

Meet Glimmer. The AI agent we run our company on.

It works with your company's data in plain language, answers your team's questions with the source shown, and builds the tools you ask for. Glints achieved 4× output with Glimmer.

Built to run Glints, not a demo Layers over what you already use Your data stays yours
A real agent we run, prepping our weekly business review.
Trusted by employers across Asia

Glints is how 50,000+ companies hire and build their teams — a few of them:

AIA
FWD
Microsoft
Carousell
South China Morning Post
TVS Motor
NTUC LearningHub
Marshall Cavendish
GetGo
Constellar
ELSA
Vyond
Why Glints

Others teach AI transformation.
We're the living proof.

This isn't theory for us. A large part of how Glints runs day-to-day happens on a suite of AI agents we built ourselves. Solving real workflow problems across the company.

The biggest lesson wasn't technical. Automating what you already do just makes the old way cheaper — the real gains came when we redesigned how our teams work around agents.

100%
of departments work with our agents
>80%
of our product is authored by agents
the output since we adopted agents
You lead the team Operations Associate Operations AI teammate Sales Associate Sales AI teammate Engineering Associate Engineering AI teammate
Your people Their AI teammates

Virtual teammates for everyone — every person paired with an agent, across every function.

What it can do

Three things your team could use it for on day one.

Each of these is something Glimmer already does inside Glints every day. The exchanges below are condensed from real business asks — the full threads are on the Glimmer page.

01 Analyst AI

Your numbers analysed, without chasing anyone

Ask in plain English and get real numbers and analysis back in minutes. Our CEO asked why revenue was dropping for a client; Glimmer pulled the account's full history, found the root cause, and drafted a ready-to-send reply.

Read the actual thread
Ask Glimmer
CEO
CEO
@Glimmer this client says our applicant quality is poor and turned down the renewal. Can you pull up their account?
Glimmer Bot
Their sales roles rejected 75–100% of applicants — the requirements are set stricter than the market. Job-by-job stats below, and here's a reply you can send them.Draft reply attached
02 Operator AI

Your team's questions, off your plate

It answers from your own documents: handbook, SOPs, price lists, warranty terms. Your team no longer waits on you to operate. No hallucination — every answer shows its source.

Read the actual thread
Ask Glimmer
HM
HR manager
@Glimmer for our Taiwan employees — what happens to unused annual leave at year-end?
Glimmer Bot
It can be carried forward by agreement, and must be paid out on termination. One thing I can't confirm from here: your contract's own carry-over clause — worth checking.Taiwan Labor Standards Act, Art. 38
03 Builder AI

Your own tools, without hiring a software company

Need a quote calculator, a stock tracker, a new page on your website? Normally that means hiring a software company: get a quote, wait weeks, pay again for every change. With Glimmer, you describe what you need in plain English and it's built the same day. Even this website was built this way, not by an agency.

Read a real build thread
Ask Glimmer
ML
Marketing lead
@Glimmer the new workshop date is confirmed. Can you update the website? New date, new price, and put it live today.
Glimmer Bot
Done. The page shows the new date and price. It's live on the website now, here's the link.Live · same afternoon
Deploy Glimmer in your company

We build your company's first agent, and put it to work.

We take the workflow that costs your team the most hours and turn it into a working agent, built by the same operators who run Glints' own agents. It runs on your infrastructure, the output is yours to keep, your team is trained to run it, and we operate it day to day.

01

Map

We learn how your business actually runs, then propose what to deploy, not the other way round.

02

Build

A custom agent built around your workflow. Not a generic chatbot — a system that does your specific work.

03

Deploy

On your systems, or private infrastructure we set up. Your data stays where you want it.

04

Operate

We run and monitor it day-to-day and iterate as it learns. You get the hours back.

We start small: one contained first build, scoped before we start. Government grants can pay part of it, and we help you apply.

Come through our workshop first? Your company gets S$500 toward your first build, good for six months.

See it work

You've used ChatGPT or Copilot.
That's Level Zero.
AI agents are what comes next.

Wondering what this looks like in your industry? Browse the use-case library — 45 scenarios across 10 SME industries

New to AI? Start here

Prefer to get hands-on first? Spend an afternoon with it.

Some leaders want to feel an agent work on their own real task before deploying one company-wide. Our four-hour leadership cohort does exactly that — no coding, seats from S$779, a curated cross-company room of 8 to 12 leaders in Singapore.

By the end of the afternoon, you'll have put an AI agent to work on a real task of your own — or the day's on us.

Leaders from the July 2026 cohort standing together in the workshop room, with the day's opening slide on the screen behind them.
The July 2026 cohort, with the Glints team.