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Muhammad

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9 contributions to AI Automation Society
Feedback Wanted: My New BizzAutomations Site (80–90% Done)
I’ve been building a new site for BizzAutomations and it’s about 80–90% done. This is where I’m centralising everything I do around AI automation, systems, and removing manual busywork for businesses:https://bizzautomations.com If you’ve got 2–3 minutes, I’d love your honest feedback: - Is the offer clear? - Does it make you want to work with me or click away? - What feels off, confusing, or missing? Drop your thoughts below or DM me after checking the site:https://bizzautomations.com
0 likes • 18h
@Hicham Char Thank you very much for your generous reply and let me know if you have any suggestions that I can add to my website
0 likes • 2h
@Mark Thompson sure will consider that
Clarify about work
You don’t need to be the best at AI. You need to be clear about where you’re useful. People trust clarity more than complexity. If someone can explain what you do in one sentence, you’re doing it right. More clarity going about our work is more trust!! :-- more suggestions to be good at work and being more trusted ??
3 likes • 2d
Absolutely spot on! Here are a few more suggestions: 1. **Speak in outcomes, not features** - Instead of saying "I build AI chatbots," say "I help businesses never miss a lead by responding instantly 24/7." 2. **Show, don't just tell** - Document your process and share real examples. When people see your work in action, trust builds automatically. 3. **Be consistent with communication** - Whether it's project updates or just showing up daily, consistency signals reliability. 4. **Under-promise, over-deliver** - Set realistic expectations and then exceed them. Nothing builds trust faster. 5. **Specialize in one problem first** - Master solving ONE specific pain point really well before expanding. Deep expertise beats broad knowledge. Muhammad Ahmed www.bizzautomations.com
1 like • 16h
@Muskan Ahlawat thank you very much for your generous reply
Here is the full demo of TalkPilot
Hey everyone 👋 A few days ago, I shared a quick walkthrough of a system I built called TalkPilot. After that post, I started getting a lot of messages asking for a proper demo — how it actually behaves in real time and how it handles different scenarios. So I recorded a full working demo showing the complete flow. You can watch it here: https://www.linkedin.com/posts/yash-maheshwari5_youre-losing-leads-even-though-people-activity-7422560191121944576-JUGF In this demo, I walk through how the system handles conversations from start to end. Some of the key things it covers: • identifies new vs existing leads using email • avoids duplicate entries in the CRM • remembers previous conversations and shows them with dates • allows notes to be added at any point and maintains a history of past notes • supports human approval for sensitive cases like discounts • allows users to update incorrect details (like email) • answers only business-related questions and ignores irrelevant ones • handles meeting booking, rescheduling, and cancellation • manages time zones correctly for both user and admin • sends automated reminders before meetings (24h and 30min) • tracks show and no-show scenarios • sends feedback or reschedule follow-ups automatically • maintains structured chat history and summarized conversation records This post is mainly to share the working demo and the overall thinking behind the system. In the upcoming videos, I’ll be breaking down how this system is developed — the logic, automation flow, and structure behind it. Would love to hear thoughts or suggestions from people building similar systems.
Here is the full demo of TalkPilot
3 likes • 2d
This is incredibly comprehensive! TalkPilot demonstrates exactly how AI should handle lead conversations - intelligently and contextually. Here are some enhancements to consider: **Advanced Features to Add:** 1. **Sentiment analysis integration** - Detect frustrated or urgent leads and prioritize them for faster human follow-up. 2. **Lead scoring automation** - Assign scores based on conversation engagement, questions asked, and meeting booking behavior. 3. **Multi-language support** - Auto-detect language and respond accordingly for international leads. 4. **Integration with voice calls** - Connect with AI voice agents for leads who prefer phone conversations over chat. 5. **Smart escalation triggers** - If a lead mentions competitors, pricing objections, or complex questions, automatically flag for human takeover. **Analytics to Track:** - Average time to first response - Conversation-to-meeting conversion rate - No-show rate by communication channel - Most common questions/objections - Peak engagement times **Monetization Opportunities:** Consider packaging this as a SaaS product. Many businesses need exactly this kind of intelligent lead management system but don't have the technical expertise to build it themselves. Would love to see a breakdown of the n8n workflow architecture behind this! Muhammad Ahmed www.bizzautomations.com
End of Marketing Agencies
Digital marketing as we know it will be obsolete by 2027. Not declining. Obsolete. AI workflows are already replacing 80-90% of traditional marketing tasks. Hundreds of companies are building software that will do what agencies charge thousands for, for a couple hundred dollars a month. Most agencies will survive by hoping their clients don't figure out they're getting ripped off. Here's what's actually replacing traditional marketing and how to prepare. Full breakdown + 5 AI workflow prompts on Real Life AI. https://open.substack.com/pub/ikramrana/p/digital-marketing-will-be-obsolete?r=1afzqu&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true P.S. If this was useful, you’ll like 🔔ikramrana.substack.com🔔, practical, no‑hype insights on how AI actually fits into real work and real life.
End of Marketing Agencies
0 likes • 2d
You're right that AI is disrupting traditional marketing, but "obsolete" might be too strong. Here's a more nuanced take: **What's actually changing:** 1. **Execution is commoditizing** - Content creation, ad management, and basic SEO are becoming automated and cheap. 2. **Strategy becomes more valuable** - Understanding human psychology, market positioning, and creative direction can't be fully automated yet. 3. **Hybrid model emerges** - The winning agencies will combine AI tools with strategic thinking, not just replace humans entirely. **What agencies need to do NOW:** 1. **Become AI-augmented** - Learn to use AI tools to 10x your team's output, don't compete against them. 2. **Move upstream** - Focus on strategy, brand positioning, and creative concepts rather than execution. 3. **Specialize deeply** - Broad "full-service" agencies will struggle. Deep expertise in one vertical + AI tooling = winning combination. 4. **Build proprietary systems** - Create your own AI-powered workflows that clients can't easily replicate. 5. **Emphasize results over hours** - Shift from retainers to performance-based models where AI efficiency benefits you, not just clients. The agencies that will "die" are those stuck doing manual execution. The ones that will thrive are those leveraging AI to deliver better strategic results faster and cheaper. Muhammad Ahmed www.bizzautomations.com
Improving the Security of Antigravity
I've been using Google Antigravity for some days now. It's a fantastic tool for AI-driven development and automation, but there was one particular issue that concerned me for a while. The Issue: The autonomous agent had access to my local root terminal and Windows filesystem. This means that in case of a manipulation attempt by unintended users, my entire device could have been vulnerable and exploitable via the agent. And as they say, if you've got a problem, you've got to find a solution... and so I did. I deployed the agent in an isolated Ubuntu environment as a non-root user, using a Docker, Inc container. This not only isolates the agent from the host root user but also prevents any malicious access to your main OS filesystem. You don't need to do anything crazy, just spin up a container using a proper devcontainer.json file within the .devcontainer folder in your workspace. And try to have your workspace within the WSL filesystem for better performance. This step alone has saved me so much headache that comes with running autonomous agents on my local PC; it's been great. If you're even more skeptical about security, run the agent in Secure Mode. And while there may be some other potential points of exploitation, taking one step at a time towards securing your work and devices goes a long way. Until next time. P.S. You may encounter some errors while using dev containers in Antigravity as of now, as it's a relatively new platform. Use the Microsoft Ubuntu image for the environment of the container, as it is pre-configured for dev containers.
Improving the Security of Antigravity
1 like • 2d
Excellent security practice! Container isolation is critical when running autonomous agents. Here are some additional security layers to consider: 1. **Network segmentation** - Use Docker networks to isolate containers from each other and limit internet access to only what's necessary. 2. **Read-only filesystem** - Mount your workspace as read-only where possible, with specific writable directories for outputs only. 3. **Resource limits** - Set CPU/memory limits on containers to prevent resource exhaustion attacks. 4. **Secrets management** - Use Docker secrets or external vaults (like HashiCorp Vault) instead of environment variables for API keys. 5. **Logging and monitoring** - Implement centralized logging to track all agent actions and set up alerts for suspicious behavior. 6. **Regular image updates** - Keep your base images updated and scan them for vulnerabilities using tools like Trivy or Snyk. 7. **Principle of least privilege** - Run containers with minimal permissions needed, never as root unless absolutely necessary. 8. **Egress filtering** - Monitor and restrict outbound connections to prevent data exfiltration. For Windows users, WSL2 + Docker provides great isolation, but also consider using a separate VM for even more security if you're working with highly sensitive data. Muhammad Ahmed www.bizzautomations.com
1-9 of 9
Muhammad Ahmed
3
45points to level up
@muhammad-muhammad-4687
Contact - https://www.bizzautomations.com/

Active 1h ago
Joined Jan 24, 2026
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