Ask your company data,
get answers in seconds
The internal AI assistant for your business — sales, KPIs, stock, reports, and policies in one chat. Ask in plain language, get answers with real numbers and insight. Powered by Claude.
Why Codelabs AI
From hunting for data to just asking
The old way
- Open five dashboards to answer one question
- Wait on the data team for a simple export
- Copy-paste numbers into spreadsheets by hand
- Reports are already stale by the time you read them
With Codelabs AI
- Ask one question in plain language, get one answer
- Self-serve — no ticket, no waiting
- Numbers, charts, and sources generated for you
- Always live, straight from your real data
Chat channels
Ask from any chat your team already uses
Connect LINE, Slack, Discord, Telegram and WeChat — ask and get an instant answer right in the same chat. No new tools, no new apps for your team.
พร้อมใช้งานOfficial Account พร้อมใช้งาน — ตอบในแชท LINE เดิมของทีม
Codelabs AI OFFICIAL
ผู้ช่วยองค์กร · ตอบทันที
Each channel connects directly through that platform's Official Account / Bot API — your team asks from the chat they use every day, no new app. Or connect your own via Webhook / API.
See it live
The real back office — explore every page
Not a mockup. Open the sidebar and click through every page — the exact system your team works in, live.
System overview
Codelabs AI — enterprise AI assistant · track AI assistant usage · auto-refreshes every 30 seconds
Active 7d
34
of 42 total
Questions 7d
3.3K
2.8K messages
Tokens 7d
6.3M
Today 1.0M
Error rate
0.14%
20 / 14570
Budget
30%
฿5.3K / ฿18.0K
This month's budget
+14% vs last month฿5.3K / ฿18.0K≈ $149 / $500
Used
30%
of cap
Remaining
฿12.7K
24 days · $351
Forecast this month
฿20.7K
over by ฿2.7K
Today
+14% vs avg1.0M tokens
Questions today
533
Events today
420
Tokens & questions · 7 days
6.3M tokens total · 3.3K questions
Activity Heatmap (12 months)
4.4K events · 359 active days · 2.4K in 7 days
A faithful interactive replica populated with realistic sample data. Your own deployment runs live on your real numbers.
Integrations
Works with the data you already have
Connect your existing systems once — Codelabs AI reads from them live, so every answer reflects the latest numbers. Internal docs and knowledge are searched with RAG — grounded in your real content.
Databases
Postgres, MySQL, and more
Spreadsheets
Google Sheets & Excel
LINE & Inblox
Chat and admin data
Internal docsRAG
PDFs, policies, reports
Dashboards & BI
KPIs and live metrics
APIs & webhooks
Connect any system
Model freedom
Any model you want, never locked in
You decide which model handles which task — the most cost-effective, the most capable, or the most secure for each question.
and moreEveryday questions
“What are today’s sales?”
A fast, low-cost model
Low costDeep analysis
“Why did Q2 fall vs. last year?”
The most capable model, like Claude Opus
Most accurateHighly sensitive data
“Payroll / customer contracts”
Runs in-house (Ollama on-prem)
Never leaves your orgNo vendor lock-in
If one provider raises prices or goes down, switch instantly — no re-engineering.
Control your costs
Cheap models for easy tasks, powerful ones for hard tasks — pay only for what you need.
No data leaks
Sensitive work runs on your own machines — nothing goes to the cloud.
Future-proof
When a better model ships, turn it on the same day.
FAQ
Questions, answered
Yes. Codelabs AI reads only from the sources you connect, respects per-user permissions, and cites the source behind every answer — so nothing is exposed beyond what each person is allowed to see.
Get started
See Codelabs AI in action
Start now with sample data, or connect your own — no setup required.