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The work behind the workflow.

Automation
& AI Systems.

Customer conversations, commerce, reporting and research. Connected into systems that help people get the work done.

Built products. Practical workflows. Working prototypes.

المشاريع بالعربيةExplore 22 systems & studies

Different problems.
Connected thinking.

Each flow illustrates the project’s structure.
Client data stays out of the picture.

22 projects / All systems

Customer operationsProduct build

ValueChat

A shared customer workspace with native AI agents, conversation routing, knowledge and connected business tools. Built on Chatwoot, with custom workflows and commerce integrations.

Conversations, agents and human handoffs in one workspace.

  • AI agents
  • Chatwoot
  • Workflows
ValueChat: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Customer operationsWorkflow build

Dityy AI receptionist

An AI receptionist that reads the incoming message, remembers context and searches the Shopify catalogue when a customer asks about products.

Context-aware product conversations across chat and Meta messages.

  • n8n
  • Shopify
  • OpenRouter
Dityy AI receptionist: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Customer operationsWorkflow build

CGreens support routing

A reception layer routes enquiries between sales and support, with product matching, conversation memory and a separate path for social comments.

One entry point for different customer needs.

  • n8n
  • Meta
  • AI agents
CGreens support routing: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsIntegration build

Connected business apps

Shopify commerce tools, Notion page actions and HubSpot CRM actions connected to ValueChat agents and workflows through workspace-specific authorization.

Supported business actions become part of the conversation workflow.

  • Shopify
  • Notion
  • HubSpot
Connected business apps: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
CommerceCustom Shopify app

Dityy Popup Manager

An embedded Shopify app for announcements, email signups, shipping offers, cross-sells and countdown campaigns. Display rules, storefront embeds and event tracking live in the same tool.

Manage storefront campaigns from the Shopify admin.

  • Shopify
  • Theme app extension
  • Campaign targeting
Dityy Popup Manager: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
CommerceProduct in development

Commerce & profit intelligence

A commerce data system that brings orders, fulfillment, settlement and marketing inputs into a consistent model. Missing source data stays visible instead of becoming an invented profit figure.

Trace commerce metrics back to their source.

  • Commerce data
  • Google Sheets
  • Data pipelines
Commerce & profit intelligence: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
CommerceWorkflow build

EasyOrders × Meta attribution

Captured orders and hourly Meta spend are aligned into a time-based reporting view, then written and formatted in Google Sheets.

A shared view of gross orders and advertising spend.

  • n8n
  • EasyOrders
  • Meta
  • Google Sheets
EasyOrders × Meta attribution: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
CommerceWorkshop build

Shopify × Meta reporting ETL

A teaching workflow that normalizes Shopify orders and Meta daily insights, upserts source rows in Sheets and prepares a daily summary with separate failure paths.

A practical example of repeatable commerce reporting.

  • n8n
  • Shopify
  • Meta
  • Google Sheets
Shopify × Meta reporting ETL: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Marketing intelligenceWorkflow build

Greens multi-agent workspace

An orchestrator delegates to eight specialist agents covering research, product evidence, psychology, trends, copy, content strategy, compliance and quality review.

Specialist perspectives brought together in one response.

  • n8n
  • OpenRouter
  • Redis
  • AI agents
Greens multi-agent workspace: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Marketing intelligenceWorking prototype

Oven Studio AI

A bilingual marketing workspace that turns a business brief into research, strategy and a content calendar. The owner reviews and approves the brief and strategy before the next stage.

A clear path from business understanding to an approved content plan.

  • AI research
  • Arabic & English
  • Approval stages
Oven Studio AI: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Marketing intelligenceReporting MVP

Monthly social reporting

A Python pipeline collects Meta advertising and organic social data, normalizes source files and compares calendar months. Reports can use deterministic narrative rules or an optional AI layer.

Raw exports, comparison tables and a readable monthly report.

  • Python
  • Meta
  • Reporting
Monthly social reporting: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Marketing intelligenceWorkflow build

HORECA reporting dashboard

A direct Meta API reporting workflow combines account and campaign insights with creative mapping, then updates formatted Sheets dashboards and daily history.

Campaign and creative reporting in a consistent dashboard.

  • n8n
  • Meta API
  • Google Sheets
HORECA reporting dashboard: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Marketing intelligenceWorkflow prototype

Product-to-campaign pipeline

A coordinator reads ready products from Sheets and connects media processing, AI creative preparation, an EasyOrders landing-page publisher and a Meta campaign builder.

A connected implementation of the product launch handoffs.

  • n8n
  • EasyOrders
  • Meta
  • AI creative
Product-to-campaign pipeline: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsWorkflow build

Westminster lead sync

A scheduled workflow reads the source lead sheet, checks existing lead IDs and appends new enquiries to the sales master, with a separate error log.

A repeatable handoff from lead capture to the sales team.

  • n8n
  • Google Sheets
  • Lead deduplication
Westminster lead sync: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsWorkflow build

Google Meet AI assistant

A meeting workflow finds recordings in Drive, transcribes them and prepares an AI analysis. Summaries go to Slack and extracted action items become Notion tasks.

Turn a meeting recording into a summary and follow-up tasks.

  • n8n
  • Google Meet
  • Notion
  • Slack
Google Meet AI assistant: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Research & dataWorkflow build

Artist data enrichment

A research pipeline reconciles artist information across Spotify, MusicBrainz and web sources. Multiple agents parse and merge evidence; unresolved matches are separated for review.

Structured artist records with a visible unresolved path.

  • n8n
  • Spotify
  • MusicBrainz
  • Web research
Artist data enrichment: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsWorkflow build

Property-owner CRM assistant

A Supabase-backed workflow prepares owner check-in messages, processes replies and extracts proposed property updates, retaining inbound and outbound logs.

Connect owner follow-up with structured property records.

  • n8n
  • Supabase
  • AI agents
Property-owner CRM assistant: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsWorkflow build

Conversation-to-approval assistant

A workflow groups WhatsApp conversation messages, extracts potential tasks with AI and appends them to a pending approval queue before notifying a team reviewer.

Move potential tasks into a reviewable queue.

  • n8n
  • WhatsApp
  • AI extraction
Conversation-to-approval assistant: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsWorkflow prototype

AI applicant review

A Sheets-triggered evaluation workflow prepares a prompt, parses a structured AI response and writes the evaluation back to a review sheet.

Structured evaluation notes for review in Sheets.

  • n8n
  • Google Sheets
  • Structured AI output
AI applicant review: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Customer operationsWorkflow build

Education enquiry response core

A reusable response core prepares an education enquiry, routes cases that need pre-review and checks the model's structured reply before returning a decision.

A response workflow with explicit review and error branches.

  • n8n
  • OpenRouter
  • Response validation
Education enquiry response core: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Marketing intelligenceProduct in development

AdPilot sync engine

A Meta campaign sync engine with queued jobs, account locking, checkpointed metrics and retry handling. Organization schedules and recovery paths support the dashboard data layer.

Repeatable campaign data collection with explicit sync state.

  • Meta API
  • BullMQ
  • PostgreSQL
AdPilot sync engine: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow
Business operationsWorking prototype

Agency SubTrack

A local-first workspace for agency subscriptions and free trials. Renewal dates and reminder windows are calculated from the saved records and surfaced in an upcoming-renewals view.

Keep subscription dates and renewal reminders in one place.

  • React
  • Local storage
  • Renewal reminders
Agency SubTrack: illustrated workflow from inputs through processing to outcomes
Illustrated workflow overview View full flow

Trusted tools. Connected systems.

Platforms
we build with.

Apps and integrations for Shopify, Notion and HubSpot—built around the way your team works.

Start with the work.

What keeps
getting done
by hand?

Bring the repetitive task, the disconnected tools
or the workflow that keeps getting stuck.

Let’s connect the pieces