5ML
● System Online
Dashboard
Multi-Agent Operating System

AI-Powered Tools & Workflows
for Every Business Function

63 use cases with 161+ specialized agents · 21 live, 14 building

Growth Hacking Studio

End-to-end brand growth: social strategy, ads, SEO, PR, content, and media buy

15 use cases
In Build18 agents

Brand Profile

18-agent Relationship Intelligence Platform with orchestrator, relationship graph, scoring, signal analysis & RAG-powered chat

Relationship OrchestratorRelationship Graph+2
Open
Live5 agents

Growth Architect

AI-powered growth strategy builder with market analysis, audience insights, and tactical recommendations

Market AnalysisAudience Insights+3
Open
Live7 agents

Social Content Ops

Social Studio: 10-module platform with AI director, human approval workflow, 7-layer agentic architecture, shared knowledge base, and scheduling/delivery

Social StrategyContent Calendar+8
Open
Live14 agents

Social Strategy & Content

14-agent event-driven pipeline with parallel execution, budget optimization, compliance gate & circuit breakers

Input ValidatorBudget Optimizer+3
Open
Live

Content Calendar

AI-powered monthly content calendar with approval workflow, scheduling, and cross-platform delivery

AI GenerationApproval Workflow+2
Open
Live12 agents

Social Ad Performance

12-agent orchestrated pipeline with temporal data strategy, validation, backfill & cost-optimized model routing

Pipeline OrchestratorTemporal Fetchers+3
Open
In Build7 agents

SME Growth Engine

7-agent lead generation system covering lead scoring, personalised email nurture, campaign analytics, retargeting strategy, CRO, demo pipeline, and lead intelligence

Lead Scoring AgentLead Intelligence Agent+5
Planned

Community Management

Automated engagement, moderation, and community growth across platforms

Auto-ReplySentiment Monitor+2
In Build

Brand Strategy & Setup

AI-guided brand onboarding, identity generation, and strategy documentation

Brand OnboardingAI Strategy+2
Open
Planned

Design Projects

AI-assisted creative brief generation, design workflow management, and asset delivery

Creative BriefsAsset Library+2
Planned

Video Projects

Video production pipeline with AI scripting, storyboarding, and distribution

AI ScriptingStoryboard+2
Planned

Event Projects

End-to-end event marketing: planning, promotion, on-site coordination, and post-event analysis

Event PlanningPromotion+2
Planned

SEM & SEO

Paid search campaign management and organic search strategy with AI recommendations

Keyword ResearchAd Copy+2
Planned

Media Buy

Cross-channel media planning, buying, and performance tracking automation

Media PlanningChannel Mix+2
Planned

PR Projects

PR monitoring, press release generation, media outreach, and coverage tracking

Media MonitoringPress Releases+2

ExcelIntel Studio

Market research, competitive intelligence, trend analysis, and strategic insights

5 use cases

NexTech Studio

Web tech stack: eCom channels, healthcheck, SEO/AI SEO, WCAG compliance, vibe tools

6 use cases

Agentic Experience Lab

Immersive AI experiences: video generation, live characters, interactive installations

10 use cases
Planned

AI Video Generation

Text-to-video and image-to-video generation for marketing, social, and creative content

Text-to-VideoScript-to-Scene+2
Prototype

Live Fictional Character

AI persona engine that transforms speech into character-voiced content for live events

Persona EngineTTS-Ready Output+2
Open
Live1 agents

Receipt OCR

Receipt to P&L automation with Claude Vision OCR, auto-categorization, and HK compliance

OCR ProcessingAuto-Categorization+2
Open
Planned3 agents

Video to Audio

Agentic pipeline that extracts, cleans, and normalises audio tracks from video files — supports MP4, MOV, WebM with format and bitrate options

Video UploadAudio Extraction+3
In Build4 agents

Audio to Transcript

Multi-language ASR analysis pipeline: Whisper v3 / Google STT → clean transcript, meeting minutes, summaries, and action items. Primary support for Cantonese, also handles Mandarin and English.

Whisper v3 Cantonese ASRClean Transcript+6
Open
Live

Image Compression

Profile-driven image compression service powered by sharp: resize, re-encode to WebP/AVIF/JPEG, and enforce KB budgets for content, tender, and social agents

5 Compression Profiles (auto/web/lossless/thumbnail/aggressive)WebP + AVIF + JPEG + PNG Output+4
Open
Live

Image Upscaler

AI-powered 2× / 4× image resolution enhancement via Real-ESRGAN ncnn-vulkan. Supports General and Anime models with before/after comparison and PNG/JPEG/WebP output.

Real-ESRGAN ncnn-vulkan Engine2× and 4× Scale Factors+4
Open
In Build3 agents

PDF Compression Service

Self-hosted PDF compression pipeline: lossless, balanced, web & small profiles using pdfsizeopt, Ghostscript (pdfc), pdfEasyCompress, and Paperweight. Used by ingestion, tender, and sharing agents.

Lossless (pdfsizeopt)Balanced (Ghostscript)+5
Open
Live4 agents

紫微 Purple Star Astrology (Internal)

Internal Ziwei system with comprehensive rule evaluation, pattern matching, and accuracy tracking

Chart EngineRule Evaluator+4
Open
In Build8 agents

Adaptive Learning for Schools

S1–S2 adaptive mathematics platform for Hong Kong: 8 specialist AI agents covering student coaching, teacher insights, question authoring, UX copy, step-by-step guides, architecture visualisation, gamification, and principal reports.

StudentAgent (explain + session summary)TeacherAgent (class + student profile)+7
Open

Owned Media Channel

Own your audience: website content, social channels, and eCom content engine

6 use cases

Frontier Ventures

New business lines: AI booths, longevity tech, 3D printing, astrology, human design

10 use cases
Live9 agents

AI Photo Booth

18th-century fashion portrait generator for live events with real-time AI transformation

Face DetectionTheme Selection+2
Open
Planned

Longevity & Elderly Living

AI-powered elderly care experiences, wellness programs, and smart senior engagement

Wellness ProgramsCognitive Engagement+2
In Build

3D Print Finance

Full-stack financial management platform for 3D printing operations: job costing, overhead allocation, inventory tracking, revenue analytics, scenario modelling, and P&L reporting

Work Units (job costing per print)Overhead Allocation Engine (hours-based)+8
Open
Live4 agents

紫微 Purple Star Astrology

AI-powered Zi Wei Dou Shu reading, personalized charts, and destiny analysis platform

Chart GeneratorAI Interpretation+2
Open
Planned

Human Design Platform

Human Design chart calculation, type analysis, and personalized guidance engine

Chart CalculatorType Analysis+2
Live5 agents

Event Management System

Full-featured event platform with custom RSVP forms, QR check-in, organizer dashboard, AI content tools, wishlist board, and real-time attendee tracking. → EventFlow

Custom RSVP FormsQR Check-in+4
Open
Planned

Link Shortener

Branded URL shortener with click analytics, UTM builder, QR export, and custom slug management

Custom SlugsClick Analytics+3
Live5 agents

EventFlow

End-to-end event management platform with custom RSVP forms, AI content studio (5 tools), QR check-in kiosk, real-time attendee tracking, wishlist board, and multi-tier ticketing.

Custom RSVP FormsAI Studio+4
Open
Live

Barcode & QR Generator

Generate QR codes and barcodes (EAN, UPC, Code128) up to 2000px with logo embedding, SVG export, batch export, and 3D+NFC ordering.

Hi-Res up to 2000pxLogo Overlay+4
Open
In Build2 agents

Presentation Deck Builder

AI-generated tender and pitch decks: structured slide-by-slide content with visual prompts, DB-backed persistence, browser presentation mode, and PPTX/PDF export.

Brief → full deck generation via DeepSeek (topic, audience, style, language)7 layout types: cover · section-divider · statement · content · two-column · timeline · visual-heavy+7
Open

Government Procurement

Automate RFP tracking, bid management, and procurement intelligence

3 use cases

C-Suite Management

Agency ops, finance, HR, CRM, and C-level decision intelligence

5 use cases

Platform & Infrastructure

Core platform, dashboard, workflows, API, and agentic orchestration layer

161+
Agents
Growth, Intel, CRM, Finance
63
Use Cases
21 live · 14 building
5+
AI Models
Claude, DeepSeek, Perplexity
7
Solution Lines
All active & running