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 4x output with Glimmer.
@Glimmerwhat happens to unused annual leave for our Taiwan employees?
Glimmer Bot
It can be carried forward by agreement, and must be paid out on termination.Taiwan Labor Standards Act, Art. 38
How often do we issue refund credit notes, and why?What happens to unused annual leave in Taiwan?Why are people signing up but never applying?Which industries get the most applicants per job?How many COBOL developers are in our talent pool?How many device-related complaints came in this quarter?Pull up this client's account — what went wrong?Draft the maternity-leave clause explanation for ID staff
What it is
An AI teammate in the chat tool your team already uses.
No new app to install, no training course to sit through. Glimmer joins your group chat like a colleague.
Lives where work happens
Your team asks in the chat they already open every morning. No new tab, no new habit.
Anyone can use it
Plain English in, plain English out. No prompts to learn, no analyst to wait for.
Works in the open
Answers land in the shared thread, so the whole team sees what it can do and copies each other's best asks.
#team-ops · 14 members
HM
HR manager
@Glimmer which industries get the most applicants per job in Indonesia?
Glimmer Bot
Here's the ranked table — with the data source and how each number is defined.Ranked table · source stated
Three things your team will 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 and cases, and each row links to a real thread.
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.
@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 on everything from price lists to warranty terms. Your team no longer waits for you before operating. No hallucination: every answer shows its source.
@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.
@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
Proven inside Glints first
We didn't build this to sell it. We built it to run Glints.
Before offering Glimmer to anyone else, we ran our own company on it: the CEO's account reviews, HR's policy questions, finance data pulls, new product features. What we deploy for you is the same software, with the lessons already learned.
We set Glimmer up on your handbook, your policies and your data, so its answers are about your company, not the internet's.
Step 02
It joins your team chat
One shared deployment in the chat tool your staff already use, managed centrally. Your data stays yours.
Step 03
You see the evidence
What people asked, what got answered, and the time saved. You can see whether it's working, not take our word for it.
“Do we have to replace our POS or accounting software?”
No. Glimmer layers over what you already run — an old desktop accounting package, a POS built just for you, spreadsheets everywhere. Nothing gets ripped out, and nobody has to relearn their job. We confirm the fit for your specific systems during scoping.
Glimmer layer
Glimmer Bot
Your team chat
Your POS
Accounting software
Spreadsheets & files
Handbook & SOPs
A typical deployment: Glimmer sits between your team chat and the systems you already use — nothing above it changes, nothing below it gets replaced.
“What if the AI provider raises prices or changes the rules?”
Then we switch the engine underneath. Glimmer isn't tied to one AI company — the leading models keep leapfrogging each other, and your deployment can follow the best one. Your data, your setup and your team's habits all carry over. A durable investment, not a bet on one vendor.
Your Glimmer deploymentStays the same
Your company data
Your team chat & history
Your team's habits
Runs on
Engine todayOpenAI
Engine todayClaude
Engine todayGemini
Engine todayDeepSeek
Engine todayQwen
Engine todayZhipu
Engines shown for illustration — we pick what fits your deployment, and can swap later without starting over.Logos belong to their respective owners.
“Why not just buy everyone a ChatGPT account?”
Because ten separate subscriptions means ten people asking the same questions alone — and at the end of the month, no way to see what the company got for the money. One shared deployment works in the open: the whole team sees what works, copies the best asks, and usage is measurable.
VS
Everyone buys their own accountS$ 0
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The same question, asked alone, again and again. Nobody sees what worked — or what it cost.
One shared Glimmer
Source shown
👍 4 · ⚡ 2
Asked once, answered in the open. The whole team learns, and you can see it working.
“What kind of team chat system is available?”
Whatever your team already has. Glimmer isn't a separate app to open — it joins the group chat your staff use every day, whether that's Slack, Microsoft Teams, Telegram or Google Chat. Nobody installs anything new, and nobody learns a second inbox. If you don't have a shared chat tool yet, we help you pick one that fits during scoping.
TodaySlack
TodayTeams
TodayTelegram
TodayGoogle Chat
Joins as a teammate
Glimmer
Same data, same answers
Same deployment underneath — Glimmer joins whichever app your team already lives in, and can join another later without starting over.Logos belong to their respective owners.
Talk to us
Bring us one real problem. We'll show you what Glimmer would do with it.
A short call with the people who run Glints' own agents. We'll tell you honestly whether Glimmer fits your business, what a deployment involves, and what to expect.