How we start
We pick the job that costs your team the most hours, and build an AI agent that does it. It runs in your own cloud. Your team learns to run it, and we keep it running.
Your first build
until your first job is working, counted from the day work starts.
of close work with your first team. Then we move to the next team.
toward your first build if you came to our workshop. The credit is good for six months.
Step by step
You see the work at every step. After the first job, you decide what comes next.
We learn how your business runs day to day. Then we suggest the one job worth building first.
We set up your own copy of Glimmer in your company's cloud account. We connect your first systems and teach it your handbook, policies and data. If you use a system your company built, we build the link to it.
| Setup step | Status |
|---|---|
| ☁Private copy in your cloud account | Done |
 Microsoft Teams | Done |
| ▤Staff handbook and policies | Done |
| Xero | Done |
| ▦Your stock system | Building the link |
| ＋First team agents | Next |
Glimmer joins the chat your staff already use: Microsoft Teams, Slack or Lark. Each team gets its own agent with a named owner. Only people in the team's channel can ask it.
OperationsMicrosoft TeamsYou see what people asked, what Glimmer did and what it cost, team by team. We count the hours saved with your team, in your own numbers.
| Team | Jobs done | Cost |
|---|---|---|
| HR | 212 | S$18.40 |
| Finance | 96 | S$11.05 |
| Sales | 154 | S$22.70 |
| Operations | 71 | S$6.30 |
Your team leads take it from here. In the console they change an agent's instructions, add documents and make new agents. We keep looking after the systems underneath: we watch them, upgrade them and apply security fixes.
Glimmer| Agent | Owner | Last changed |
|---|---|---|
| HR questions | Tiara | by Tiara, today |
| Supplier invoices | Ali | by Ali, Tue |
| Customer enquiries | Mei | by Mei, last week |
| Weekly sales report | Raj | by Raj, last week |
| Operations | Raj | by Glints, at setup |
The handover test
We call the handover done when someone on your team can change an agent's setup on their own.
What you get
Everything we build runs in your company's cloud account and belongs to you.
Any AI model
We write down which model you use and where your data goes. You use your own account key, and you choose the AI company's terms, including how long it keeps your requests.
Claude
GPT
DeepSeek
GLM
and others
How the price works
The price depends on the job. We quote after a first call about how your business runs.
Funding
A first AI build is the kind of project Singapore's AI grants were made for. We help you apply.
Leadership workshop
Your company gets S$500 off its first build with us. The credit is good for six months.
In a 20-minute call we look at that job with you. We show what a first build would do, and which grant fits.