Not mockups. Real work that shipped.

From consumer apps, media, and AI tools to taking over half-finished systems—these experiences became the reusable foundations behind our faster delivery. Client work is anonymized under NDA, but the details and outcomes are real.

AI-Native Enterprise Admin Platform for a Tech Company

Challenge

This client refused to repeat the usual enterprise pattern — strategy in Notion, issues in Linear, accounting in a third tool, contracts in Google Docs, invoicing on yet another platform, with people shuttling data between fifteen tools every day. They did not want a chat bubble bolted onto one of those tools. They wanted an operating system designed from day one for AI agents: agents that could read strategy, create projects, issue invoices, run payroll, parse git commits, and generate daily briefings. Nothing off the shelf did this.

Solution

BotsUP delivered a full AI-native enterprise admin platform on Next.js + Firestore + GCP + MCP — strategy, execution, commercial, and HR — with AI agents as first-class citizens throughout:

  • Strategy layer: OKRs / objectives / key results + milestones wired to every project, quarterly through annual
  • Execution layer: projects / epics / backlog / sprints / kanban, from goal down to every git commit
  • Commercial layer: quote → contract → invoice → payment → 401 VAT filing, all connected
  • HR layer: employees / AI agents / payroll / expense claims share one permission model — humans and agents unified
  • Four MCP servers (PM / Dev / CMS / Biz) let Claude.ai and Cursor operate company data directly
  • AI-generated morning briefings and evening retros, written back into the system automatically
  • Deep GitHub webhook integration: commits auto-link to backlog items; a scope guard tracks goal alignment
  • ISO 27001-aligned, multi-tenant permission isolation, complete audit log

Result

AI agents are first-class citizens from day one — not a chat bubble bolted on afterwards. The client team runs at multiples of comparable headcount: morning opens with an auto-generated briefing, afternoons hand invoicing to Claude, evenings let Cursor run review-to-ship — all on the same agent + MCP framework across the whole company workflow. In production for over six months and still iterating. Not a pitch deck — a system in daily use.

Our Own ProductApp Store Best App, 2021

Credidi (水滴發票) — 1.96M-User Consumer Finance App

Our own product, built and operated by the team for three years. AI image recognition on paper and electronic invoices, Taiwan e-invoice carrier integration, and named App Store Best App of 2021. Wound down in 2023 due to macro conditions (rising rates and slower-than-expected open-banking progress) — a business-environment call, not a technical or product failure.

  • AI image recognition: one-tap scanning of both paper and e-invoices
  • Taiwan e-invoice carrier integration and webhook reliability with back-fill
  • Re-architected Firestore / Cloud Run to hold cloud costs at million-user scale
  • A/B tested an AdMob + subscription dual business model
FlutterFirebaseAI OCRCloud RunAdMob
Our Own ProductIn Long-Term Operation

Taiwan Original Short-Drama App

Our own product, built from zero to one. Flutter dual-platform, BytePlus VOD streaming, AdMob monetization — we walked the full path from product definition and content ops through to monetization ourselves.

  • Flutter iOS / Android development and long-term ops
  • BytePlus VOD streaming and licensing architecture
  • AdMob integration and monetization flow design
  • Short-drama content ops and retention iteration
FlutterFirebaseBytePlus VODAdMob
Our Own Product5h MVP Record

Intermittent Walking — Idea to Store in 5 Hours

Our own product. Zero to simultaneous App Store / Google Play launch in five hours end to end. Proof that when your stack and product playbook are already wired, speed itself becomes a differentiator.

  • Strategy, UI, build, packaging, and submission, end to end
  • Existing Flutter + Firebase stack pushed to the limit
  • Post-launch retention tracking and monetization iteration
FlutterFirebaseFirestoreDual-Platform Launch
Open
Our Own ProductProduction

Agent2PDF — AI Document Generation MCP Server

Our own product. Lets AI agents generate branded PDF documents in one call. Ships as a native Claude.ai MCP integration, running in production.

  • Full remote MCP server with OAuth 2.1 and multi-tenancy
  • Stripe usage billing, template system, brand kit uploads
  • One of the few production-grade MCP providers in Taiwan
MCPOAuth 2.1TypstGCP Cloud Run
Open
Our Own ProductBeta

BotsUP Visibility Console — SEO / AEO Tool

Our own product. Helps site owners measure search visibility, technical SEO, and AI-search (AEO) friendliness, with concrete, actionable recommendations.

  • Site crawl plus technical SEO checks
  • AI-search visibility (AEO) assessment
  • Shareable reports with action lists
Next.jsFirebaseAI Analysis
Open
Our Own ProductSpinning Out in 2026

Action! — AI-Native Task & Project System

The AI task / project / daily briefing system BotsUP uses internally. We plan to spin it out as a standalone SaaS in 2026. AI agents have been part of this system from day one.

  • Morning briefing and evening retro generated automatically
  • AI agents read and write tasks, projects, and decisions directly
  • Running internally in production for 6+ months
Next.jsMCPClaude APIFirestore

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