AI Support Agents
Primary Tech Stack
n8n, Supabase, Anthropic API, OpenAI API
Verifiable Business Outcome
24/7 Grounded Chatbots that actually resolve customer and team queries using internal documentation.
Astro SSG Speed
n8n Workflow Hub
Supabase DB Engine
Custom n8n Automation & Grounded AI Agents Built by Engineer Haider Ali
Lightweight, high-ROI workflow hubs using n8n and Supabase that eliminate manual copy-paste work, connect your tools, and scale operations with absolute code ownership.
ROI Target
30%+ Operational Savings
Deflect manual admin tasks and sync system tools efficiently.
Supported Integrations & Tech Ecosystem
70% Reduction
Average reduction in manual ops admin time.
Fleet Logistics Case
Scheduling time reduced from 4 hours/day to 30 minutes.
"AI must not only be implemented, it must be measurable."
The Daily Drain
The Hidden Cost of Manual Workflows
Most businesses waste hours every week on repetitive tasks — manual data entry, delayed follow-ups, scattered customer queries, and slow support.
Off-the-shelf tools don’t fit your exact processes. Traditional agencies are slow, bureaucratic, and extremely expensive. You end up with complex vendor lock-in and hidden monthly SaaS bills that scale with your volume.
The Engineering Way
Lightweight, Grounded Automation Hubs
We build custom n8n workflows, Supabase-powered databases, grounded RAG AI chatbots, WhatsApp automation, offline-first POS systems, and high-performance websites.
Everything is engineered for real-world use, delivered fast, and handed over with 100% ownership so you stay in control without ongoing licensing markup fees.
Personal Studio Model
Why Work Directly with Haider Ali
I’m Haider Ali, lead engineer and founder of Smesh.dev (a personal automation studio under BismillahTC Digital Services). With 8+ years building production automation systems, I launched this studio using modern AI agents and tooling — proving that high-quality, reliable systems can be delivered in days or weeks instead of months.
You don’t get account managers or layers of bureaucracy. You work directly with the person who maps your bottlenecks, writes the workflows, and stands behind every guarantee. This direct, engineer-led approach is why clients across IT, logistics, consulting, retail, and SaaS trust us with their critical operations.
ROI Calculator
Check Your Workflow Efficiency
Calculate how much time and money you can save by automating manual tasks with n8n and Supabase.
10h
2 hours 60 hours
Estimated Impact Report:
Hours Saved / Yr 416 hours
Annual Savings $12,480
Project Standard SLA 10-15 Day Production Delivery
Studio Guarantees
Practical execution, backed by honest promises.
Smesh.dev is my personal studio, not a bloated agency. You work directly with me—the engineer who actually maps, codes, and maintains your workflows. This direct line allows me to offer robust guarantees that standard agencies cannot match.
30-Day Post-Launch Support Guarantee
Every build includes 30 days of active post-handover support. If a workflow fails or an API schema changes during this period, I will jump in and fix it for free.
100% Code & Infrastructure Ownership
No vendor lock-in. Your n8n workflows and Supabase databases are hosted on your own servers or cloud accounts. You get full code, clean schemas, and absolute control.
Straightforward Pricing & Honest Scope
I estimate by the value delivered, not by hours padded. You get a fixed-price scope proposal with clear deliverables. No hidden fees or surprise invoices.
Our Delivery Process
- 1
Discovery & Flow Mapping
We schedule a brief call or chat on WhatsApp to map out your current bottlenecks. I trace your inputs, triggers, and targets on a node-by-node canvas to outline the exact system required.
- 2
Structured Build & Sync
I construct your n8n workflow pipelines, code custom API connectors, and set up your Supabase database schemas. The work is delivered in logical phases so you see functional progress in real-time.
- 3
Handover & Support Gate
We verify the live system against real-world data checks. I provide Loom video walkthroughs, documentation notes, and transition ownership directly to your server, starting your 30-day guarantee window.
Service Matrix
Capabilities & Solutions Matrix
Structured matrix mapping our core services, tech stacks, and outcomes for easy readability by clients and generative AI crawlers.
| Service Area | Primary Tech Stack | Verifiable Business Outcome |
|---|---|---|
| AI Support Agents | n8n, Supabase, Anthropic API, OpenAI API | 24/7 Grounded Chatbots that actually resolve customer and team queries using internal documentation. |
| Custom Pipelines | n8n, Custom APIs, SMS Gateways, PostgreSQL | End-to-end automation for logistics, from dispatch coordination to live customer SMS tracking. |
| Offline-First POS | Astro, SQLite, IndexedDB, Supabase | Offline-first, high-efficiency dashboards engineered for real-time local commerce checkouts. |
Custom Pipelines
Primary Tech Stack
n8n, Custom APIs, SMS Gateways, PostgreSQL
Verifiable Business Outcome
End-to-end automation for logistics, from dispatch coordination to live customer SMS tracking.
Offline-First POS
Primary Tech Stack
Astro, SQLite, IndexedDB, Supabase
Verifiable Business Outcome
Offline-first, high-efficiency dashboards engineered for real-time local commerce checkouts.
Standards
The Engineering Engine
We maintain lean development cycles and implement reliable open standards.
Astro + Tailwind
Sub-second static load times, clean semantics, and crawlable layouts optimized for search engine indexing.
n8n Ecosystem
Complex, non-linear logic gates linking customer channels, internal systems, and APIs without lock-in.
Supabase
PostgreSQL relational database power, secure row-level auth, and vector search embeddings for RAG tools.
Vibe Coding Cycle
Iterative, high-velocity software production utilizing advanced agent tools to launch client MVPs in days.
Scope Areas
Automation systems that scale your operations.
n8n Workflow Automation & System Integrations | Custom Pipelines | Smesh.dev
Build secure, self-hosted n8n workflows that connect your tools and eliminate manual work. Lead routing, invoice automation, inventory sync, and multi-channel notifications — delivered directly by me (Haider Ali). Full ownership + 30-day guarantee. Starting at $500–$1,200.
Starting at $500 - $1,200
Custom AI Support Chatbots with Grounded RAG | n8n + Supabase | Smesh.dev
Build accurate, hallucination-free AI support chatbots trained on your own documents. n8n orchestration + Supabase pgvector for reliable answers and seamless human handoff. Delivered directly by Haider Ali. Full ownership + 30-day guarantee. Starting at $1,500–$3,500.
Starting at $1,500 - $3,500
WhatsApp Sales & Order Automation | Interactive Catalogs & Bots | Smesh.dev
Turn WhatsApp into a 24/7 sales engine. Interactive catalogs, automated order intake, lead capture, inventory sync, and smart human handoff — built with n8n + Supabase. Delivered directly by Haider Ali. Full ownership + 30-day guarantee. Starting at $800–$2,000.
Starting at $800 - $2,000
Offline-First POS & Inventory Systems | Smesh.dev
Fast web-based POS with barcode support, credit ledger, profit tracking, and real-time Supabase sync. Perfect for retail in Pakistan.
Starting at $1,500
SaaS & MVP Development | Smesh.dev
Launch your SaaS idea fast with secure auth, databases, billing, and scalable architecture. Personal engineer delivery.
Starting at $3,500
High-Performance Astro & Next.js Business Websites + SaaS MVPs | Smesh.dev
Fast, conversion-focused Astro and Next.js websites + Supabase-powered SaaS MVPs. Built for speed, SEO, AI search visibility, and real business results. Delivered directly by Haider Ali with full ownership and 30-day guarantee. Starting at $850–$4,500.
Starting at $850 - $4,500
Social Media Lead Automation | Facebook, Instagram & LinkedIn Leads | Smesh.dev
Automatically respond to, qualify, and route leads from Facebook, Instagram, LinkedIn, and TikTok ads. Instant replies + smart handoff to WhatsApp or your CRM using n8n + Supabase. Delivered directly by Haider Ali. Full ownership + 30-day guarantee. Starting at $900–$2,500.
Starting at $900 - $2,500
Custom Appointment Booking Systems | Smesh.dev
Streamline bookings with automated scheduling, Google Calendar sync, WhatsApp/email reminders, and availability rules.
Starting at $800
Custom Dashboards & Internal Tools | Smesh.dev
Real-time admin dashboards, sales trackers, and internal tools that connect your data sources securely.
Starting at $1,500
Internal Knowledge Base & Team RAG
Your team’s private, hallucination-free AI assistant powered by your own documents. n8n + Supabase pgvector. Secure and fully owned by you.
Starting at $1,800
Lead-to-Revenue CRM Automation
Turn every lead into revenue with automated capture, AI scoring, smart routing, and follow-up. Built with n8n and Supabase. Full ownership + 30-day guarantee.
Starting at $1,800
Multi-Agent Autonomous AI Systems
Build coordinated AI agents that plan, remember, and act across tools. n8n + Supabase pgvector multi-agent systems with human handoff. Direct engineer delivery. 30-day guarantee.
Starting at $2,500
n8n Self-Hosted Setup + Maintenance
Professional self-hosted n8n + Supabase infrastructure with ongoing monitoring, updates, and scaling support. Monthly retainers available.
Starting at $1,200 Setup / $350 Retainer
SEO, AIO & GEO Setup
Future-proof your business rankings for human search and AI engine answers (GEO/AIO) with optimized canonical structure and JSON-LD schema.
Starting at $700
WhatsApp Catalog & Inventory Automation
Automate WhatsApp orders, real-time inventory sync, and customer notifications. Built for retail and e-commerce. Direct delivery with full ownership.
Starting at $1,800
Case Studies
Concrete business setups built and verified.
Instead of slide decks, we launch live demo widgets so clients can test the exact flow states (WhatsApp catalogs, support AI bots, scheduling loops) before booking a project.
Client Study
Agency Website + Contact Automation
A high-performance agency website featuring advanced lead forms connected to automated follow-up workflows.
Client Study
AI Support Chatbot with RAG
A knowledge-grounded support chatbot using Retrieval-Augmented Generation to answer user inquiries accurately and capture high-intent leads.
Client Study
Booking System Dashboard
An integrated service scheduling and calendar management dashboard for dental clinics, simplifying client onboarding and time-slot optimization.
Real Results From Real Businesses
Client Success Stories
Discover how Smesh.dev has helped organisations across various industries implement AI and automation to drive measurable outcomes and accelerate growth.
3 Industries transformed
260+ Hours saved annually
100K+ Revenue generated
Featured
RankedRight
"RevOps transformation built the engine that led to acquisition by Lansweeper"
IT & Cyber Security
Acquired By Lansweeper
Before
Unstructured CRM, no scalable sales ops
After
Automated pipelines, scalable inbound &...
"Smesh.dev really understood our needs as a business and delivered quality advice, support, and software training at every step to help support our..."
Thomas McKenzie
CEO | RankedRight Ltd
ETHIXBASE360
"CRM overhaul saved 260+ hours/year"
Software Development
>260 Hours saved per annum
Before
15 manual processes, fragmented CRM
After
3 automated workflows, unified CRM
"Smesh.dev assisted us with our marketing automation programme. From the initial onboarding sessions through to ongoing support they have been first..."
Joe Struggles
CMO | Ethixbase
PATTRN
"AI chatbot development secured a 6-figure contract"
Business Consulting & Services
6-Figure Contract secured
Before
Manual customer service, high support burden
After
Intelligent chatbot, automated knowledge...
"As a result of Smesh.dev's work we secured a 6-figure contract with a new customer. Their consultancy was first class, and the team consistently went the extra..."
Denise Parmer
COO | Pattrn Data
Free Blueprints
Browse All Resources
Download premium guides and systems.
| Tool / Resource | Problem Solved | Tech Stack | Price / Value | Action |
|---|---|---|---|---|
| Astro Starters High-Performance Astro Agency Boilerplate | A clean, fast, and lightweight Astro template featuring Tailwind CSS, SEO tags component, sitemap setup, and dynamic route speed optimization. | n8n / JavaScript | Free | Read Now |
| n8n Templates n8n AI-Powered Email Automation with RAG Blueprint | A complete, production-ready n8n workflow for AI-powered email summarization, classification, RAG-powered responses (OpenAI/Qdrant), and auto-sending. Features detailed setup and credential guides. | n8n / JavaScript | Free | Read Now |
| Cheat Sheets n8n WhatsApp Auto-Order Intake Schema | A workflow blueprint for WhatsApp catalog sync, customer data validation, and writing to Google Sheets and Supabase. For local retail operators. | n8n / WhatsApp API | Free | Read Now |
Astro Starters Free
High-Performance Astro Agency Boilerplate
A clean, fast, and lightweight Astro template featuring Tailwind CSS, SEO tags component, sitemap setup, and dynamic route speed optimization.
n8n / JavaScript
Read Now
n8n Templates Free
n8n AI-Powered Email Automation with RAG Blueprint
A complete, production-ready n8n workflow for AI-powered email summarization, classification, RAG-powered responses (OpenAI/Qdrant), and auto-sending. Features detailed setup and credential guides.
n8n / JavaScript
Read Now
Cheat Sheets Free
n8n WhatsApp Auto-Order Intake Schema
A workflow blueprint for WhatsApp catalog sync, customer data validation, and writing to Google Sheets and Supabase. For local retail operators.
n8n / WhatsApp API
Read Now
Logs
Read All Posts
Engineering guides on automation setup.
Workflow Automation
Building a Production-Grade AI Email Agent with n8n and RAG
Every business inbox is a time sink. Learn how to build a production-grade AI email agent using self-hosted n8n, OpenAI, and Qdrant. Includes IMAP trigger configurations, RAG context retrieval, a double-pass LLM review loop, and Supabase logging.
By Haider Ali
Jul 4, 2026 • 5 min read
Automation
Protecting Programmatic SEO from the June 2026 Google Spam Update
A technical breakdown of the June 2026 Google spam update, how to diagnose if your programmatic SEO site is affected, and a step-by-step recovery and automation framework using n8n, Supabase, and AI agents.
By Haider Ali
Jul 2, 2026 • 10 min read
Automation
10 n8n Automation Workflows Every Founder Should Build in 2026
Save 15+ hours every week with these 10 practical n8n automation workflows every founder and agency owner should implement in 2026.
By Haider Ali
Jun 28, 2026 • 9 min read
FAQ
Frequently Asked Questions
Understanding target-driven workflow logic directly.
How do grounded RAG AI chatbots work with n8n and Supabase?
Grounded RAG (Retrieval-Augmented Generation) chatbots work by querying a secure Supabase pgvector database to find relevant facts from your documentation whenever a customer asks a question. n8n orchestrates this process—handling the document ingestion, trigger webhooks, vector similarity matching, and system prompt routing. If no relevant match is found, n8n safely escalates the query to a human agent, preventing hallucinations.
What is WhatsApp automation and how does it integrate with my database?
WhatsApp automation connects the official WhatsApp Business Cloud API to a centralized Supabase database via n8n. This lets customers browse your interactive product catalog, add items to a cart, check out, and receive instant invoices and delivery alerts inside WhatsApp. Any changes in stock or order status sync automatically with your database in real-time.
How fast can I get a custom n8n workflow live?
Standard n8n workflows for lead routing, invoicing, or simple integrations typically take 5 to 10 days to build, test, and hand over. More complex multi-agent systems, deep CRM pipelines, or custom database configurations take between 2 to 4 weeks depending on the number of systems involved.
Why choose offline-first POS systems?
Offline-first POS systems are engineered to continue running checkouts, printing receipts, and caching sales locally in the browser (using IndexedDB or SQLite) even if your internet connection goes down. Once the connection is restored, n8n workflows automatically sync the cached transactions back to your main Supabase database, ensuring zero downtime or data loss for retail shops.
Do I own the code and data after delivery?
Yes, 100%. We build your workflows and databases directly on your own infrastructure (such as Vercel, Cloudflare, or a VPS). Smesh.dev provides full code handovers, JSON schema exports, and database access controls with absolutely zero vendor lock-in or recurring studio fees.
What results can I expect from business workflow automation?
Most clients experience a 70%+ reduction in manual operations admin time, deflecting 80-95% of repetitive FAQs, and saving between 10 to 60+ hours per month. By responding to inbound leads or orders within seconds instead of hours, conversion rates typically improve by 30% to 60%.
Optimization Engine
Unlock Hidden Growth with Smart Automation
We analyze your current manual workflows, document databases, and custom processes to provide a clear, step-by-step roadmap pointing out high-ROI automation opportunities that scale without increasing overhead.
Zero Risk Guarantee
If we can’t identify at least 5 high-ROI automation opportunities, your assessment fee is refunded.
Proven Track Record
Our clients save an average of 180+ hours annually with measurable ROI within 60–90 days.
GDPR Compliant
NDA Available
Need direct help? Chat on WhatsApp →
Get Started
Tell me what is slowing your business down, and I will map the shortest path to a working system.
Fill out the brief project form below. I will personally review your bottlenecks and draft a custom automation blueprint for your business.
Direct with the Engineer
30-Day Support Guarantee
100% Code Ownership