Building automation systems that scale businesses. AI • Workflows • Ops • workflow Engineer

Joined August 2022
6 Photos and videos
Coreline Automations retweeted
Missed orders are the silent profit leak in every food business ⚠️ I watched a popular Lagos food vendor lose repeat customers for a reason nobody tracked: WhatsApp messages buried in group chats and three people retyping the same order into a POS. The uncomfortable part is this looks cheap on paper but costs more than hiring another staff. What most businesses miss: 📌 WhatsApp is treated as chat, not an order channel 📌 Multiple human handoffs mean rekeying errors and missed confirmations 📌 No single source of truth for orders or invoices 📌 Hidden costs: refunds, extra food, angry customers, and time lost chasing messages We built an automated order-to-invoice flow and the result was simple and brutal — missed orders stopped and errors went to zero. How we did it (operational, not sexy): 🤖 WhatsApp Business API webhook to capture orders instantly 🧠 Lightweight parsing rules and templates to convert chat into structured orders 🔁 Idempotency checks so duplicate messages never create duplicate orders 🧾 Auto-generate invoice PDFs and send as a WhatsApp message receipt 🍳 Route confirmed orders straight to kitchen printers and update inventory 📊 Push every invoice to accounting software so reconciliation is automatic Immediate effects: ⏱️ Order processing dropped from several minutes of manual work to under 30 seconds of automated flow ✅ Errors went to zero because no human retyping remained 💬 Customers got instant confirmations and receipts — repeat rate went up 💸 Hidden refunds and wasted food disappeared Contrarian insight: using WhatsApp is not the problem. The problem is treating it like casual chat. When you instrument the channel as a system, it becomes scalable and reliable. If you want to stop losing orders and make WhatsApp a dependable sales channel, DM me the word AUTOMATE and I’ll send you a free workflow audit. 🎯 #Automation #WhatsAppBusiness #WorkflowAutomation #BusinessSystems #FoodTech
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If you still triage leads in your inbox every morning, what did you build? 🤔 I do it every day. I hate it. 😒 Reading emails and DMs is one thing. Manually copying details into a CRM is another. 📥 Filling forms. 📋 Adding tags. 🏷️ Deciding who owns the follow up. 👥 Studies show knowledge workers spend roughly 28% of their time on email. 📊 The uncomfortable part is that this daily grind hides a far bigger cost. ⚠️ It is not just minutes lost. It is: • delayed follow ups that kill conversion ⏱️ • a CRM full of half-qualified leads that nobody trusts 💸 • three people doing the same copy paste because “we need human review” 🔁 • hiring the wrong role because pipeline data is garbage I watched a client lose a solid retainer after a 72 hour follow up gap. The lead chose someone faster. Revenue and trust evaporated. 💸 Here’s the contrarian bit most founders miss. The work feels touchable so you keep doing it. That makes you the gatekeeper. That creates a single point of failure. And it quietly caps your ability to scale. The good news is the tech is trivial now. Simple AI triage plus rules-based workflows turn a 30 to 45 minute task into a 2 to 5 minute system check. 🤖 We rebuilt one client’s triage, freed up 15 hours per week per SDR, and lifted MQL to demo by 35%. 📈 I still scan the queue every morning for quality control. But I do not do the heavy lifting anymore. Systems do. People do the high-value work. ✅ Reply to this post with the process wasting the most time in your business. I’ll show you how I’d automate it. #Automation #WorkflowAutomation #AI #BusinessSystems #NoCode
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Hey @X algorithm, Looking to connect with builders in: 🤖 AI agents & automation 📷 Backend / APIs 📷 Solutions architecture 📷 Solo & indie founders 📷 SaaS & product growth 📷 Vibe coders Let's #connect<📊position: relative; text-align: start; text-decoration: none; white-space: pre-wrap; overflow-wrap: break-word; min-width: 0px; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px;"> and grow together! 📷🧑‍💻👋
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Coreline Automations retweeted
Looking to #connect with builders & ambitious people on @x 👋 If you're into: 🚀 Startups 🤖 AI tools 💻 Coding 📊 Data Science 🛠 Building projects 📈 Growing in public ⚡ Vibe coding let’s connect and grow together ✨✨ #BuildInPublic #AI #coding #tech
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Looking to #connect with builders & ambitious people on @x 👋 If you're into: 🚀 Startups 🤖 AI tools 💻 Coding 📊 Data Science 🛠 Building projects 📈 Growing in public ⚡ Vibe coding let’s connect and grow together ✨✨ #BuildInPublic #AI #coding #tech
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Chibuike here an AI Automation Engineer. I spend my days teaching machines to do the boring stuff so humans don’t have to. I follow back asap let’s connect and do great stuff! 👋
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Coreline Automations retweeted
looking to connect people on X if you're into - building SaaS - vibe coding - AI tools - shipping in public - figuring it out as you go say Hi or drop what you're working on looking to follow active ones 👋
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Coreline Automations retweeted
Building custom software for every client is the lazy move ⚠️ Most founders think bespoke equals quality. The uncomfortable part is our clients rarely need a full engineering product. They need reliable workflows that can change tomorrow. I pick Make.com Airtable for that reason. 🤖🛠️ Why I do it this way — not because I dislike code, but because I care about outcomes. 🎯 What most businesses miss: 📌 Custom builds take weeks to ship and months to tune. 📌 Small changes become expensive change requests. 📌 Teams stop trusting the system because it is brittle. 📌 Maintenance becomes someone else’s ongoing profit center. What Make Airtable actually buys you: ⚡ Speed — prototypes that would take months are live in days. 💸 Predictable cost — few surprises, lower TCO than a custom stack. 🔁 Iteration — non-technical teams can own and iterate workflows. 🔍 Visibility — you see the data and the logic, not a black box. 🤝 Human-first — processes remain readable and trainable. Real example: a client planned a 12-week custom build for lead routing and quoting. We delivered an Airtable base and Make.com orchestration in 9 days. Sales started using it on day 10. Two sprints later we had the exact feature set they wanted. No backlogged tickets. No opaque vendor billing. ✅ The escalation most founders ignore: Build custom, and you trade flexibility for a mythical “perfect” system. That perfect system never matches human behavior. It sits in maintenance, drains product budgets, and slows every improvement you actually need. I still use code where it makes sense. But for operations, integrations, and evolving workflows, composable tools win the ROI battle every time. 📈 If you want fewer surprises and faster outcomes, reply to this post with the process wasting the most time in your business. I’ll show you how I’d automate it. 🔁💡 #Automation #MakeAutomation #Airtable #WorkflowAutomation #BusinessSystems #NoCode
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Coreline Automations retweeted
Your team is overwhelmed, juggling messages from WhatsApp while trying to manage invoices manually. 😓 It’s chaos, isn't it? Each message requires a thoughtful response, yet you know there's a better way to handle it all. Imagine this: a WhatsApp message comes in, and within 30 seconds, an invoice is generated and sent. No more manual entry. No more errors. Your team can focus on what they do best—serving your customers. 🚀 This isn’t just a dream. By automating this process, small things like responding to client inquiries become seamless. You reclaim hours each week, and your overhead costs drop. Everything runs smoother, and your clients feel valued and cared for. 🌟 What manual tasks are holding you back? Let’s find a way to make your processes easier together. #BusinessAutomation #WorkflowOptimization #SmallBiz #Efficiency #AI #TimeSaver
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Coreline Automations retweeted
Imagine receiving a WhatsApp message from a client saying they need a service today. You're excited, but then the reality sinks in: creating an invoice from scratch feels like a mountain to climb. ⛰️ You've got the details in your head, but turning those into a tidy invoice? That’s the hard part. What if it could take just 30 seconds? With the right automation, that mountain becomes a molehill. A quick integration can transform your messages into invoices in no time. 💼✨ Your clients stay happy and you regain precious hours. Instead of juggling spreadsheets and templates, you focus on what really matters: growth and relationship-building. What would it mean for your day-to-day if invoicing was this seamless? Let’s chat about making your operations smoother. #BusinessAutomation #SmallBusiness #Productivity #TimeManagement #ClientRelationships #Efficiency
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Coreline Automations retweeted
An AI-powered automation system that captures leads, qualifies them based on interest and intent, automates follow-ups, and generates personalized proposals, Helping businesses close deals faster while reducing manual work and missed opportunities. #AI #Automation #AIAgents #LeadGen #SalesTech #CRM #SaaS #BuildInPublic #Entrepreneur #Startup
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Coreline Automations retweeted
Built an AI-powered email automation system that classifies incoming emails, retrieves contextual knowledge from a vector database, and automatically generates smart customer support replies in real time. ✔ AI Email Classification ✔ Automated Replies ✔ OpenAI Pinecone RAG Workflow ✔ Faster Customer Support ✔ Reduced Manual Work #AIAutomation #RAG #CustomerSupport #OpenAI #WorkflowAutomation
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Coreline Automations retweeted
Most Nigerian businesses will automate out of desperation ⚡ I’ve seen it repeatedly. Not because founders love tech, but because a crisis forces their hand. Cashflow hiccups. Staff walkouts. Orders lost in WhatsApp. That moment turns “nice to have” into survival mode. Here’s the uncomfortable part. Automation is not the expensive part. The cost is what happens before you automate. The hidden bills you pay every day because processes are manual and brittle. 📌 duplicate work across teams 📌 unpaid invoices sitting for weeks 📌 orders reconciled by memory, not system The consequences are quiet and cumulative. 💸 margin erosion from errors and slow invoicing ⏱️ founders trapped in routine tasks instead of strategy 🤝 customers ghosted because nobody owned follow ups Most SMBs wait until hiring freezes or a major loss before acting. That’s when they rush into half-baked bots, brittle integrations, or more spreadsheets. The result is worse than before. If you want to avoid desperation automation, do this first. 🎯 Map the 3 tasks that happen every day and touch cash or customers 🛠️ Standardize the one-sentence rule for each task. Who owns it. When it’s done. What counts as done ✅ Automate the exceptions first. Start with rules that remove repetitive handoffs, not whole jobs 🔁 Instrument a simple alert for failures. Automations without monitoring create new invisible problems 📈 Measure time and money saved in real numbers, not guesses The trick is practical, not flashy. Small automations that stop cash leakage and free a person to sell are worth more than a huge ERP that never lands. If you want, DM me the word AUTOMATE and I’ll send you a free workflow audit. I’ll point to the single process I would fix first in your business. ✉️ Image prompt: Cinematic, symbolic, moody photograph of a dimly lit back office in Lagos at dusk. A single desk lamp illuminates a worn notebook, a spinning POS receipt, and a phone with unread messages. The window shows blurred city lights and distant traffic, suggesting urgency and human strain. Tone: introspective, gritty, cinematic. #Automation #WorkflowAutomation #BusinessSystems #NoCode #SMB #Nigeria
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Coreline Automations retweeted
Most Nigerian SMBs will automate out of desperation ⚡ Here’s the uncomfortable part. Automation is not a luxury for most small businesses here. It will be forced on you by people, money, or regulation — usually in that order. 🤷‍♂️ I see the pattern over and over. 📲 Customers move to apps and expect instant replies. 🧾 Orders live in WhatsApp threads and spreadsheets. 👥 You hire more people to chase the same tasks. ⚠️ One missed message becomes a lost account. The hidden cost is not the automation bill. It is the invisible drag: 📉 duplicated work across teams ⌛ slow reconciliation and late cashflow 💰 inflated payroll just to patch broken processes 🚨 compliance errors the day your revenue scales One client had three people doing the same “confirm order” task because nobody trusted the inbox. We automated the confirmations, added a quick human review for exceptions, and cut the process from 90 minutes a day to 8. That saved cash and stopped angry customers from leaving. ✅ If you wait for pain you will: • lose customers quietly • hire expensive fixes • get squeezed by suppliers and regulators What to do before the pain hits: 🔍 Map the end-to-end flow you depend on, not the org chart 📌 Identify high-frequency, low-skill steps to automate first 🔁 Move the single source of truth off WhatsApp and Excel 🤖 Start with small no-code automations and human-in-the-loop guards ⏱️ Measure time, errors, and cost per task before and after 🛠️ Train two people to own each automated flow The uncomfortable truth is you will automate — either now on your terms, or later under pressure. Do it now and you get to design the rules. Wait and you pay with lost customers and chaos. DM me the word AUTOMATE and I’ll send you a free workflow audit. 🔍🤝 #Automation #AI #WorkflowAutomation #BusinessSystems #NoCode #NigeriaSMBs
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I just built a content pipeline that runs across two automation platforms at once. 🧠 n8n handles the brain. Make handles the distribution. A webhook connects them in under a second. Here is the exact flow: ⚡ Schedule Trigger fires on a set time 📌 Airtable search pulls the topic for the day 🤖 AI model generates the post using a trained system prompt ✅ n8n posts directly to X 🔁 Webhook fires to Make instantly 📊 Make posts to LinkedIn then logs everything back to Airtable Two platforms. One clean pipeline. Zero manual input. Most people debate which automation tool is better. n8n or Make. Zapier or something else. The real answer is that they are not competitors. They are different tools with different strengths. The best systems use both. n8n wins on AI logic, branching, and code flexibility. Make wins on visual flow, third-party connectors, and reliability at scale. Put a webhook between them and you get the best of both. This whole system runs three times a week. Consistent content. No stress. No manual work. If you want to know what you should be automating in your business, DM me and I will give you a free consultation — a clear breakdown of where to start and what will move the needle fastest. 🎯 #Automation #n8n #MakeAutomation #ContentPipeline #AIAgents
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Coreline Automations retweeted
I just built a content pipeline that runs across two automation platforms at once. 🧠 n8n handles the brain. Make handles the distribution. A webhook connects them in under a second. Here is the exact flow: ⚡ Schedule Trigger fires on a set time 📌 Airtable search pulls the topic for the day 🤖 AI model generates the post using a trained system prompt ✅ n8n posts directly to X 🔁 Webhook fires to Make instantly 📊 Make posts to LinkedIn then logs everything back to Airtable Two platforms. One clean pipeline. Zero manual input. Most people debate which automation tool is better. n8n or Make. Zapier or something else. The real answer is that they are not competitors. They are different tools with different strengths. The best systems use both. n8n wins on AI logic, branching, and code flexibility. Make wins on visual flow, third-party connectors, and reliability at scale. Put a webhook between them and you get the best of both. This whole system runs three times a week. Consistent content. No stress. No manual work. If you want to know what you should be automating in your business, DM me and I will give you a free consultation — a clear breakdown of where to start and what will move the needle fastest. 🎯 #Automation #n8n #MakeAutomation #ContentPipeline #AIAgents
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