AI-based Social Media Automation System

@Microlent

You’re not looking for another chatbot—you need an agentic automation system that can understand business context, generate content, wait for human approval, and reliably execute the publishing workflow across multiple platforms. I can design and build the system around: • Multi-agent architecture for Recruitment + Study Abroad • LangGraph/Python/FastAPI-based agent orchestration • Input handling for text, WhatsApp, Excel, PDF and images • Business classification and separate brand context • AI content, caption and poster generation • Brand-specific prompts, templates and guidelines • Mandatory admin approval before publishing • Facebook, Instagram, LinkedIn and Google Business Profile integrations • Scheduling, duplicate detection and content history • Notifications and audit logs • Secure social/API credential management • Admin dashboard with role-based access • n8n for supporting workflow automation where appropriate • Deployment, documentation and source-code handover Before development, I’ll provide the requested architecture, technology/AI stack, third-party APIs, expected monthly API costs, hosting requirements, development estimate, maintenance options and a clear breakdown of official social API capabilities vs actions requiring manual intervention. If you share the preferred hosting environment and current social accounts/API access, I can map the complete architecture and implementation plan.

@onkarkulkarni8

Hello, I can help you with "AI-based Social Media Automation System" as per your given project description. We can discuss more in detail during a chat conversation when you are available. I've worked on many PHP projects in recent times. So I am confident on achieving your expected Goals. Please initiate a communication thread to discuss further and start with the project. ⭐ 5.0/5 from a recent client: "A more professional version: “Excellent work! The job was completed within the committed timeline. Great quality, professionalism, and timely delivery. Highly appreciated and recommended.”" Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.

@Web1devloper

In the universe of AI development, the match between your requirements and my expertise could not be more perfect. With over 8 years in the field—not only on mundane chatbot work but with deep experience like LangGraph—I have proven my capabilities to build intelligent agent systems which are game-changers for tasks similar to yours. By using Python and fastAPI, I can create your AI-based social media automation dream with absolute precision. Beyond agent-centric development, I am well-versed in Social Media API Integrations, RAG and LLM Integrations, and automation as a whole—all essential components in your desired project ecosystem. My repertoire also includes advanced data analytics skills such as machine learning, predictive analytics, all served with high-quality data storytelling. This will prove invaluable when creating the numerous AI models you will need for this project. One of my biggest strengths is my ability to see beyond data pipelines and code and consolidate the big picture for clients—especially when dealing with complex projects like yours. Concerning API costs, hosting options, development timelines or social media limitations—I find it easy to manage users' expectations with precise information. Trust me to craft a secure and efficient system that intelligently bypasses your anticipated limitations.

@sufyanasmat38

Hello, I have strong experience with Agentic AI, LangGraph, Python, FastAPI, n8n, LLM integrations, RAG, automation, and social media APIs. I can build a multi business agentic system that classifies incoming content, generates branded posts and visuals, routes everything through mandatory admin approval, and publishes or schedules content across Facebook, Instagram, LinkedIn, and Google Business Profile. I’ll design secure credential management, duplicate detection, content history, notifications, and a scalable architecture with clear API limitations, recurring costs, hosting, maintenance, and deployment documentation. I can also provide a detailed architecture and realistic development estimate before implementation.

@sumitsthakur

I can help you build your Agentic AI social media automation system for your recruitment and study abroad businesses. My approach involves designing a robust backend using Python and FastAPI, integrated with advanced LLM systems and RAG to handle multi-source inputs like text, WhatsApp, Excel, PDFs, and images. I will set up a multi-agent architecture to accurately route content to the correct brand, automate poster generation, and build a web admin dashboard with a mandatory human approval workflow before publishing across Facebook, Instagram, LinkedIn, and Google Business Profile. Before starting development, I will provide the complete system architecture, technology stack details, required AI and third-party APIs, monthly and one-time cost estimates, hosting requirements, timeline, maintenance costs, and social media API limitations. Let's discuss how we can get started on this project.

@Tacticssoft

Hi, I’m an experienced AI/Full-Stack developer and can build this as a true multi-agent automation system rather than a basic chatbot or simple posting tool. I’d use Python/FastAPI with LangGraph for the agent orchestration, PostgreSQL for structured data/history, Redis/queues for scheduled jobs, and n8n where workflow automation provides value. The system can classify incoming text, WhatsApp messages, Excel/PDF/image content into the correct business, then generate brand-specific posts, captions, hashtags, and visual content while keeping Recruitment and Study Abroad data completely separated. I’ll implement mandatory human approval, scheduling, duplicate detection, content history, notifications, brand management, secure credential storage, and audit logs before anything is published. For social publishing, I’ll integrate official Facebook/Instagram, LinkedIn, and Google Business Profile APIs where supported and clearly document features that require manual action due to platform/API restrictions. The AI layer can use OpenAI or another suitable LLM, with structured prompts, business-specific knowledge/RAG where needed, and validation before content reaches the approval queue. I’m available to start immediately and can provide a detailed fixed-price estimate after reviewing the exact workflow and required social accounts.

@KarthikTechCon

Hello, I am Karthik, a seasoned developer with over 10 years of experience in AI and automation solutions. I am excited about the opportunity to create the Agentic AI Social Media Automation System for your recruitment and study abroad businesses. With a robust background in AI agent systems and social media API integration, I can deliver a comprehensive solution that meets your requirements. My approach will include designing a user-friendly web admin dashboard, developing multi-agent systems for each business, and ensuring a seamless content generation and approval workflow. I'll provide a complete system architecture and a detailed technology stack tailored to your needs. My experience with platforms like LangGraph and various AI models ensures that I can implement advanced features such as duplicate detection, scheduling, and secure API management. I am committed to delivering a high-quality product within an agreed timeline, along with ongoing support and maintenance. Looking forward to discussing this project further. Best regards, Karthik

@KasjanovaEste

Hi there, I understand you want an Agentic AI platform for two separate businesses that accepts text, WhatsApp, Excel, PDF and images, identifies the business, generates branded content/posters, routes everything through mandatory admin approval, then schedules and publishes to Facebook, Instagram, LinkedIn and Google Business Profile. The system also needs multi-agent architecture, duplicate detection, history, notifications, secure credentials, dashboards, deployment, documentation and full source code. Rather than relying on words, I can build a working demo to demonstrate the approach, functionality, and quality firsthand shortly. My relevant work includes Python automation, API integrations, chatbot/AI workflows and SaaS platforms. You can review my profile and portfolio here: https://www.freelancer.com/u/KasjanovaEste I can demonstrate a LangGraph-style agent architecture with Python/FastAPI, n8n where useful, separated brand contexts, approval gates and official social APIs, while clearly documenting API limitations, model/API costs, hosting, maintenance and any features requiring manual action. Would you like me to build a working demo for you? I hope we discuss more about the project in chat. Thanks, Fernando Garcia

@NEHABHAT92

Having grown and honed my skills for over 9+ years in web and mobile development and having built various E-commerce and CMS based products, I believe that I acutely understand the urgency and precision such AI systems demand. I'm no stranger to Architecture designing and making use of various technologies for different facets of a project. My profound proficiency with LangGraph, Python, FastAPI, n8n, Social Media API integration, and most importantly AI Agent Development assures you that I won't just build another chatbot but an effec My strength lies exactly where you expressed your expectation, building real AI agent systems- not just engaging on a Data level but also competent in the whole process of Dedicating input (text, WhatsApp, Excel, PDF, image), Automating identification using AI to generate content and posters that are sent for admin approval before being published to relevant social media platforms such as Facebook, Instagrams et al. Finally, I would like to highlight our companypolicy embodying support even after delivery. I ensure a free 3 months support on this AI-based Social Media Automation System and I also offer reasonable rates onAPIs/software maintenance projects as well as hosting cost. With an expert by your side proficient in every tech needed to execute this venture along with my dedication to turn your Ideas to Reality- together we can efficaciously take your Applicant-driven business forward or globalize the study abroad programme

@sanjana22kr

Hello there , I can build your multi-agent AI social media automation platform for both Recruitment and Study Abroad businesses with separate brands, workflows and social accounts. Scope covered: * LangGraph/Python + FastAPI agentic architecture * Separate AI agents for each business * Input from text, WhatsApp, Excel, PDF and images * AI business detection, content generation and RAG knowledge base * AI poster/image generation with brand-specific templates * Mandatory admin approval before publishing * Facebook, Instagram, LinkedIn & Google Business Profile APIs * Content scheduling, history, calendar and duplicate detection * Notifications and secure API credential management * Admin dashboard, RBAC, database and deployment * Future API/integration-ready architecture * Documentation and complete source-code handover I’ll also provide system architecture, tech stack, AI models, third-party APIs, monthly API/software costs, hosting, timeline, maintenance plan and official social API limitations, clearly separating automated vs manual capabilities. I have hands-on experience with AI agents, LangGraph, LLM/RAG, FastAPI, n8n and API automation and can share relevant work. Ready to provide a fixed-price milestone plan and realistic timeline after reviewing the exact workflows. Thanks

@TechWagger2026

As an experienced team at TechWagger specializing in AI development, we take pride in our ability to turn your unique ideas into high-performing, secure, and scalable digital solutions. Our proficiency in the technology stack that you require (including Python, and FastAPI), aligns seamlessly with your project needs. We can architect and develop a robust Agentic AI-Based Social Media Automation System to manage your Overseas Job Recruitment and Study Abroad businesses individually. Importantly, we understand the core requirement of automated content creation while ensuring human approval, scheduling, detecting duplications, and monitoring engagement. Our past experience with similar projects enables us to design a dynamic multi-agent infrastructure using AI models/APIs such as LangGraph or similar intelligent chatbot systems. Moreover, we have in-depth proficiency in Social Media API Integration and can leverage our expertise to seamlessly connect your business pages on Facebook, Instagram, LinkedIn, and Google Business Profile. Apart from on-time development and comprehensive documentation handover, we assure you full post-deployment assistance including maintenance. With Technology-Waggers you gain more than a good system: you secure a reliable long-term digital transformation partner committed to scaling your projects for lasting growth!

@PrateekP3003

You want one system that takes any input - WhatsApp, Excel, PDF, image - figures out whether it's Recruitment or Study Abroad, generates the post plus poster, waits for admin approval, then publishes across FB, Instagram, LinkedIn and Google Business Profile. I'd build the agent layer in LangGraph (router agent -> per-business agents with their own brand memory), a FastAPI backend, and a web dashboard for the approval queue and scheduling. Posters via an image model, duplicate detection on content hashes/embeddings. One honest flag upfront: Instagram publishing needs a Business account via the Graph API, and personal LinkedIn posting is limited - I'll map exactly what's official-API vs manual before any code. I've shipped RAG and multi-agent systems to production, not demos. Do you already have the Meta/LinkedIn app access set up, or should that be part of the plan? - Prateek

@Mayanks010

Hi, Thanks for sharing your project. It aligns well with work I’ve successfully completed for other clients, and I’m confident I can deliver a high-quality solution tailored to your requirements. Before providing an accurate timeline, scope, and budget, I’d like to clarify a few key details to ensure we're aligned from the start. Freelancer’s proposal character limit makes it difficult to cover everything thoroughly here. If you're available, let's connect via chat. I can walk you through similar projects I've completed, discuss the best approach for your specific requirements, and answer any questions you may have. Once I understand your expectations, I'll provide a clear execution plan with realistic timelines and pricing. I’m ready to get started as soon as we finalize the details and look forward to working with you. Best regards, Mayank Sahu

@Visharaa2024

Hello, I can build this as a true agentic automation system, not a basic chatbot: separate AI agents for Recruitment and Study Abroad, with human approval controlling every publication. I’d use Python, FastAPI, LangGraph, n8n, PostgreSQL and LLM APIs, with structured content generation, AI poster creation, brand-specific prompts, duplicate detection, scheduling, notifications and secure social API integrations. The workflow would be: Input → Business Detection → AI Agent → Content/Poster → Human Approval → Schedule → Social Publishing → History/Analytics. I can also provide the requested architecture, third-party APIs, monthly API costs, hosting, development timeline, maintenance estimate and official API limitations before development. A few questions: Do you already have Facebook/Instagram, LinkedIn and Google Business accounts configured for API access? Should WhatsApp input come through WhatsApp Business API or an existing provider? Do you prefer OpenAI, Claude, Gemini, or are you open to the most cost-effective combination? Approximately how many posts per business do you expect to publish daily? Best Regards VDinfotehc

@thinkbotictech

Hi I can build this multi-business Agentic AI social automation system using Python, FastAPI, LangGraph/n8n and LLM APIs, with separate brand-aware agents, content/poster generation, mandatory approval, scheduling, duplicate detection and secure social API integrations. I’ll provide the complete architecture, cost breakdown, deployment, documentation and source code, while clearly separating official API capabilities from features requiring manual action. 1. Do you already have the Facebook/Instagram, LinkedIn and Google Business accounts with the required API/app access configured? 2. Should the AI classify incoming WhatsApp, Excel, PDF, image and text inputs automatically, or should admins also be able to manually assign content to either business?

@danielv2801

Hello, how is it going? I understand you need a multi-business agentic AI platform that ingests WhatsApp, Excel, PDF, images and text, identifies the business context, generates branded content/posters, routes everything through mandatory approval, and publishes or schedules across multiple social platforms. The main technical challenge is coordinating separate agent workflows, brand rules, content deduplication, approvals, scheduling, and different official API capabilities; I’d use Python/FastAPI with LangGraph for stateful agents, PostgreSQL for content/history/credentials metadata, n8n for integrations and scheduled jobs, and isolated brand configurations for each business. I’d also document API limitations and manual steps before development so the workflow matches what Facebook, Instagram, LinkedIn and Google Business Profile officially allow. Would you like me to prepare the architecture and milestone-level cost estimate first, including expected monthly API and hosting costs? Looking forward to working with you.

@Rajatt1099

Hello there, I can build this as an actual agentic content-operations platform rather than a basic chatbot or collection of automation workflows. The architecture would keep Recruitment and Study Abroad completely separated at the brand, content, approval and social-account levels while sharing the underlying automation infrastructure. I’ll handle: * Multi-agent workflows for Recruitment and Study Abroad * Input processing from text, WhatsApp, Excel, PDF and images * Business/brand classification before content generation * Brand-specific prompts, tone, templates, logos, colours and content rules * AI post copy, captions, hashtags and platform-specific variations * AI poster/image generation using approved brand assets * Mandatory human approval before anything is published * Facebook, Instagram, LinkedIn and Google Business Profile integrations through official APIs where supported * Scheduling, publishing, retries and failure tracking * Duplicate-content detection and content history * Admin dashboard for campaigns, approvals, assets and publishing status * Secure encrypted social/API credential management * Notifications and audit logs * Deployment, documentation and complete source-code handover All repositories, source code, deployment configuration and credentials can be structured under your ownership from day one. Best, Rajat Trivedi

@karthikresonite

Dear Client, We at Resonite Technologies are excited to submit our proposal for your Agentic AI-based social media automation system tailored for both Overseas Job Recruitment and Study Abroad businesses. With a proven track record in AI development and automation, our experienced team is well-equipped to meet your requirements. We understand the need for a robust system that automatically categorizes input, generates content, and manages approval workflows seamlessly across multiple platforms like Facebook, Instagram, LinkedIn, and Google Business Profile. Our approach will ensure secure API integration, efficient content generation, and effective brand management. To address your initial requirements, we will provide: - Comprehensive system architecture - Detailed technology stack - Selection of AI models/APIs - Insights on third-party APIs - Transparent cost breakdown (development, hosting, and maintenance) - Clear timelines and social media API limitations Our expertise in AI agent systems, including LangGraph, positions us as the ideal partner for this project. We look forward to collaborating with you to bring your vision to life. Best regards, Karthik B Resonite Technologies

@AlonzoLeeeooo

When a WhatsApp message could fit either business — say a nursing course matching both Recruitment and Study Abroad — how should the routing agent decide, or always escalate to you? Since 2024 I have assisted several startups with production AI deployments, including LLM-driven content pipelines with multi-agent orchestration and mandatory human-approval steps before anything went live — directly onto your setup: separate Recruitment and Study Abroad agents with separate brand management, content and poster generation, and admin approval before publish. On API limitations, the honest version: Meta's Graph API cannot publish to personal profiles or schedule Stories, and Google Business Profile posts expire after 7 days — so GBP gets short-cycle content while Instagram/Facebook queue through business accounts. Duplicate detection must also cover re-ingested Excel and WhatsApp inputs, not just published posts. Milestone 1 (days 1–7): system architecture, tech stack, AI models and third-party APIs, monthly and one-time cost breakdown, hosting and maintenance estimates, the API-limitations report, and a LangGraph router skeleton. Milestone 2 (days 8–28): both business agents, poster generation, admin dashboard, approval workflow, scheduling, duplicate detection, credential management, deployment, documentation, and source code. Rule-based router first, or learn the Recruitment-vs-Study-Abroad boundary from your past posts? Chang