AI Hub/Product Workspace
product.vngsea.com

Product Workspace

A product operations workspace for the GS SEA publishing team.

Each game has its own workspace. There the LiveOps team assigns tasks, plans events, generates event content with AI, values in-game items, listens to the community and tracks growth, all behind a single sign-in. Three permission levels, in Vietnamese and English.

10live tabs
446commits since Apr 10, 2026
15community sources
19analysis skills
Tabs

10 tabs, every one in the context of your game.

Pick a game once and every tab follows its context. Share a link and colleagues land in the right place.

Operations

To Do List

A Kanban board for each game's tasks.

Operations

Event Studio

AI reads source documents, suggests angles, drafts a plan and writes the posts. Results stream in, can be regenerated, and are logged.

Operations

Event Plan

Event planning sheets the whole team edits, updated in real time.

Operations

Item Value Tracker

Value gifts and rewards in the game. Import and export spreadsheets.

Operations

Patch Note Translator

Translate patch notes with AI, following each game's shared glossary.

Community

Social Listening

Community sentiment across social networks, forums, chat channels and app store reviews.

Community

Competitor Social Listening

The same view, applied to games in the same genre.

Data

Market Data

Downloads, active users, retention and demographics in the market.

Data

Measurement

Measurement dashboards and Q&A on the numbers with AI.

Data

Performance board

Spend, creatives and KPIs by cohort, ROAS, budget and target.

Start of every day

What the community said yesterday.

  1. Collect from 15 sourcesSocial networks, video, forums, community chats and app store reviews.
  2. Score sentimentA language model labels each comment positive, neutral or negative.
  3. Write a recapA daily recap, configured separately for weekdays and weekends for each game.
  4. Store in the feedback storeA dedicated store for community data, separate from operational data.
  5. Show in Social ListeningLiveOps opens the tab and it is there, no manual gathering.

Layered performance data

At the same time, spend, creative and measurement data sync through three layers: raw, cleaned and report-ready, then feed the Performance board.

19 analysis skills

Playbooks that let AI run standard analyses: cohort, CLV, attribution, A/B test plans, KPI dashboards, conversion funnels, sentiment analysis.

Checked before release

Automated browser tests, a guard against pushing secrets by mistake, and safety checks on every data query.

Under the hood

Technology

Interface

  • SPA TypeScript
  • Interactive charts
  • Drag and drop
  • Motion effects

Server

  • Node.js
  • Modular API
  • Scheduled jobs

Data

  • Operational database
  • Dedicated feedback store
  • Row-level permissions
  • Layered data warehouse

AI

  • Language models
  • Sentiment classification
  • Automatic summaries

Integrations

  • Market data
  • Measurement
  • Ad channels
  • Community sources

Operations

  • Cloud containers
  • Morning sync
  • Browser testing