( The system architecture )

One connected growth-to-revenue system.

Stop buying disconnected marketing tactics. FinWork AI deploys three interconnected engines that capture Thai market demand, respond in real time, and route every opportunity into closed revenue.

Engine 01

Demand Engine

Get Discovered

Flood your funnel with high-intent buyers, not vanity clicks.

Search Visibility
02 / SERVICESearch Visibility
02 / SERVICESearch Visibility
ENGINE 01 · DEMAND

Search Visibility

Be found where Thai customers search — Google, local search, and AI answer engines. Feeds the Demand Engine with discoverable content and gives the Engagement Engine qualified inbound intent.

Key benefits

Rank for high-intent, not just high-volume keywords
Local & map visibility for foot-traffic businesses
Optimized for AI answer engines, not just blue links
Technical foundations that unblock crawl & indexation

Process

01

Audit

Technical + content + intent deep-dive.

02

Strategy

Keyword map prioritised by value.

03

Execute

On-page + technical rollout.

04

Grow

Iterate on data, expand what works.

Deliverables

  • Technical SEO audit
  • Intent keyword map
  • On-page optimization
  • AI-search readiness report
Content & Video
03 / SERVICEContent & Video
03 / SERVICEContent & Video
ENGINE 01 · DEMAND

Content & Video

AI-built content strategy, captions, artwork, and short video — scheduled across FB/IG/TikTok/YouTube. You approve, or let autopilot run. The content engine that feeds every other system.

Key benefits

AI caption + content generation (Content AI)
Platform-specific AI post variations
Recurring / autopilot mode
Approval workflow built in

Process

01

Plan

Topics mapped by intent.

02

Create

Search articles + short video.

03

Distribute

Multi-channel rollout.

04

Measure

Traffic + pipeline impact.

Deliverables

  • Content strategy & calendar
  • Search articles
  • Short-form video
  • Performance report
Engine 02

Engagement Engine

Respond & Qualify

Zero lead leakage. Instant response across every chat & voice channel.

Conversation AI
04 / SERVICEConversation AI
04 / SERVICEConversation AI
ENGINE 02 · ENGAGEMENT

Conversation AI

Responds to new leads in under 3 seconds across SMS, web chat, FB/IG/TikTok/LINE DMs. Qualifies intent, books appointments, and hands off to your team with full conversation context.

Key benefits

<3s response, any channel, any hour
AI intent detection (interested/objection/booking)
50+ languages incl. Thai
Unified inbox — every channel in one view

Process

01

Map

Journey + intents.

02

Train

Knowledge + guardrails.

03

Deploy

Multi-channel rollout.

04

Optimize

Handoff quality tuning.

Deliverables

  • Conversation AI assistant
  • Multi-channel deployment
  • Knowledge base
  • Handoff-to-CRM workflow
Voice AI
05 / SERVICEVoice AI
05 / SERVICEVoice AI
ENGINE 02 · ENGAGEMENT

Voice AI

AI receptionist that answers inbound calls 24/7, qualifies leads, books appointments, and updates your CRM — sub-600ms latency. Most callers don't realise they're speaking to an AI.

Key benefits

24/7 inbound call coverage
Sub-600ms response latency
Books appointments + updates CRM
Seamless human handoff

Process

01

Scope

Call flows + outcomes.

02

Configure

Voice + scripts.

03

Connect

Telephony + CRM.

04

Monitor

Quality + outcomes.

Deliverables

  • Voice AI agent
  • Call-flow design
  • Telephony integration
  • Call analytics
Engine 03

Revenue Engine

Convert & Measure

Turn opportunities into paid invoices with mathematical attribution.

CRM & Routing
06 / SERVICECRM & Routing
06 / SERVICECRM & Routing
ENGINE 03 · REVENUE

CRM & Routing

Every lead gets an owner, a status, and a next action. Smart Lists segment contacts dynamically; kanban pipelines trigger automations on every stage change. No lead falls through the cracks.

Key benefits

Smart Lists — dynamic auto-updating segments
Kanban pipeline with stage automations
Auto-scoring + routing to right owner
No lead falls through the cracks

Process

01

Map

Stages + owners.

02

Configure

Scoring + routing rules.

03

Automate

Next actions triggered.

04

Report

Pipeline health dashboard.

Deliverables

  • CRM setup
  • Lead scoring model
  • Routing rules
  • Pipeline dashboard
Follow-up Automation
07 / SERVICEFollow-up Automation
07 / SERVICEFollow-up Automation
ENGINE 03 · REVENUE

Follow-up Automation

The correct next action for every opportunity, automatically — nurture sequences, reminders, and re-engagement that move pipeline forward without manual chasing.

Key benefits

Automated nurture sequences
Right-time reminders for sales
Re-engagement of stalled deals
CRM-integrated, not a separate tool

Process

01

Map

Lifecycle stages.

02

Design

Sequences + triggers.

03

Automate

Triggers + CRM sync.

04

Refine

Conversion optimization.

Deliverables

  • Follow-up sequences
  • Trigger automation
  • CRM integration
  • Conversion reporting
Pipeline Attribution
08 / SERVICEPipeline Attribution
08 / SERVICEPipeline Attribution
ENGINE 03 · REVENUE

Pipeline Attribution

Source-to-sale dashboards so you see exactly what drives revenue — from first ad click to closed deal — then fed back to Meta & Google so Smart Bidding optimises on closed-won, not leads.

Key benefits

Source-to-sale visibility
Revenue attributed, not just leads
Closed-won data fed back to ad platforms
Management-ready dashboards

Process

01

Audit

Data sources + gaps.

02

Model

Attribution logic.

03

Build

Dashboards + reports.

04

Iterate

Insight to action.

Deliverables

  • Attribution model
  • Source-to-sale dashboard
  • Channel ROI report
  • Management dashboard

( How we start )

The 90-day pilot.

We don't sell a system and walk away. We run a focused 90-day pilot on your highest-value journey — prove the revenue lift — then scale what works. Start with one engine, or run all three as one connected system.

Days 0–30

Discover & Design

Map the journey, identify revenue-leak points, deploy the priority use case for your chosen engine.

Days 30–60

Deploy & Connect

Stand up the engine, connect CRM, automate routing and follow-up across your channels.

Days 60–90

Measure & Scale

Source-to-sale dashboard, revenue proof, scale plan — then add the next engine if it fits.

( Built for control )

AI that works inside your guardrails.

Human handoff on every flow
Brand & tone controls
Data stays in your CRM
Full conversation logs for audit

Pick your engine

Not sure which engine to start with?

Tell us your revenue goal and current stack. We'll recommend the right entry point — one engine, the full system, or a custom mix.