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Debrok, an AI-powered direct sales platform for property developers Debrok gives real estate developers in the UAE a direct-to-buyer sales channel that runs alongside their existing broker network. An AI layer qualifies buyers and investors, hands warm leads to the developer's own sales team, then independently tracks each lead through to close. Buyers use it free of charge. Developers pay. What we need built: 1. Three portals: Buyer, Developer and Admin. 2. Property data engine. Developers manually enter and maintain projects and units (price, location, unit type and size, payment plan milestones, handover date, availability status). Data is stored in structured fields and queried live by the AI during conversations. 3. AI voice and chat qualification. The AI answers buyer questions using live property data and captures budget, purchase intent (investor vs. end-use), timeline and preferred unit type. Every call is recorded and transcribed, and each conversation produces a structured lead summary. Arabic and English support is required. 4. Handoff. Qualified leads pass to the developer's sales team with the transcript and summary attached. 5. Post-handoff follow-up. The AI keeps checking in with the buyer after handoff, independently of what the developer reports, to confirm deal status. Cadence is tiered by deal value: higher-value leads get longer, more persistent follow-up and milestone questions (agreement signed, deposit paid). Lower-value leads lapse to "unresponsive" faster. Stalled or evasive high-value leads escalate to a human. 6. Developer reporting. Detailed periodic reports covering leads, conversion and commission statements, plus regional benchmarking that shows each developer how they rank against others on the platform, with the underlying data anonymised. 7. Billing engine. Billing works either/or per month. In a month with no closed deal, the developer pays a flat monthly fee. In a month with a closed deal, the fee is replaced by a 2% commission on the unit value. There must be admin controls for waivers and fee adjustments to support an onboarding phase. 8. Admin portal covering developer management, AI conversation oversight, billing, disputes and platform-wide reporting. We are asking for a quote based on the above, plus a proposed technical architecture (stack, hosting, voice AI vendor and LLM approach), a phased delivery plan, and a rough estimate of ongoing per-call AI costs.
Project ID: 40739602
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215 freelancers are bidding on average $3,806 USD for this job

A direct-sales AI platform only works if the voice layer, lead logic, CRM handoff, and cost control are designed together from day one. The biggest risk in projects like this is ending up with a demo that talks well but fails on routing, call economics, or real sales workflow, so I’d approach it by mapping the call flow first, then defining the voice vendor, LLM guardrails, backend architecture, and phased rollout around measurable outcomes. I’ve worked on AI/automation builds where the real job was not just “make an agent talk,” but designing the full system around qualification, pricing logic, escalation, integrations, and reliability. For a project like yours, I can provide both the technical architecture direction and a practical phased build plan that keeps the first release lean while leaving room for scaling. To make the quote accurate, I’d like to confirm a few points: - Do you want the AI agent focused on inbound sales calls, outbound calling, or both? - Which CRM, telephony system, and payment/process tools need to connect with the platform? - Should the first phase include a live voice MVP only, or also dashboards, lead tracking, and admin controls?
$3,480 USD in 28 days
9.8
9.8

Hello, I am Dr. Rajesh Rolen, PhD in Computer Science & Engineering, with experience of over 20+ years in API Development, PHP, Web Development, Website Design, HTML, AI Chatbot Development, AI Development, Graphic Design As a preferred freelancer in the top 1%, I have done 400+ projects here on freelancer.com, I have 4.9 ratings out of 5 on average, which showcases my quality of work and timely delivery. Key Highlights: - Free Hosting Support on the Cloud or any desired platform. - Free 3 months of post-delivery support to ensure that our client doesn’t face any challenges after the launch of the project. - Free Dedicated tester on projects to ensure quality delivery, so clients don’t need to act as a tester. - 10+ Years experience UI/UX team to ensure intuitive UI. Portfolio: https://www.freelancer.com/u/Microlent Please open the chat and send me a message, so we can have a more detailed discussion about the project to give you the project timeline and cost. Thank you for considering my services. I look forward to engaging in a productive conversation and understanding how I can be of assistance in bringing your project to life. Regards Rajesh Rolen
$4,000 USD in 90 days
9.4
9.4

Hi there, We understand you're looking to develop an AI-powered direct sales platform, Debrok, for property developers in the UAE, which includes three portals, a property data engine, AI voice and chat qualification, and more. Our team at Webbook Studio has experience in similar projects, such as developing a learning platform website for children using PHP, WordPress, and custom design, as well as a website for an electric bike company using PHP and WordPress. We've also worked on AI-powered projects, including a music voting mobile app using React Native, React.js, and Node.js. We can deliver a comprehensive solution with a technical architecture that meets your requirements, including PHP, website design, graphic design, HTML, web development, API development, AI chatbot development, and AI integration. Can you please elaborate on your expected timeline for the project and how you envision the AI voice and chat qualification feature handling multiple languages, including Arabic and English? Feel free to message us to discuss the details! — Webbook Studio
$3,200 USD in 30 days
9.3
9.3

Hello, We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time. We are 25 years in this business and our technical specialists have strong experience in PHP, Website Design, Graphic Design, HTML, Web Development, API Development, AI Chatbot Development, AI Development, AI Voice Agents, AI Integration and other technologies relevant to your project. Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews. Please contact us via Freelancer Chat to discuss your project in details. Best regards, Sales department Tangram Canada Inc.
$4,149 USD in 5 days
9.1
9.1

With experience in developing AI-driven platforms, I understand the need for Debrok's three portals and AI voice/chat qualification system for real estate developers in the UAE. I've successfully worked on similar projects integrating structured data fields and live querying. How do you envision managing the handoff process for the qualified leads to ensure seamless follow-up with the sales team? Regards, Yogesh Kumar
$3,390 USD in 9 days
8.5
8.5

Hi there, I can build your AI-powered direct sales platform for UAE property developers, covering the buyer, developer, and admin portals along with the core property data engine and billing logic. With my full-stack background in React, Node.js, and API integrations, I am well-positioned to handle the multi-tenant architecture and real-time workflows this project requires. For the voice and chat qualification layer, I recommend integrating robust LLM APIs alongside a reliable conversational voice vendor supporting both English and Arabic. The system will ingest structured property attributes—such as pricing, unit sizes, payment milestones, and availability—allowing the AI to answer buyer queries accurately, record and transcribe calls, and generate structured lead summaries. Qualified leads will then be seamlessly routed to the developer sales teams with full context attached. I will also implement the automated post-handoff follow-up engine tiered by deal value, the anonymous regional benchmarking and reporting dashboards, and the hybrid billing engine supporting both flat monthly fees and the 2% closed-deal commission with necessary admin controls for onboarding waivers. Let us discuss your preferred voice AI vendor and start mapping out the MVP development milestones.
$4,200 USD in 35 days
7.9
7.9

Hello, I’ve reviewed the Debrok requirements and can build the complete platform with Buyer, Developer and Admin portals, including a structured live property data engine. I’ll integrate bilingual Arabic/English AI voice and chat for lead qualification, automated follow-ups, handoffs and conversation tracking. The solution will also include developer analytics, anonymised benchmarking, commission billing and admin controls. I can provide the complete architecture, phased delivery plan and estimated ongoing AI/voice costs before development begins. Regards Muhammad R.
$3,000 USD in 2 days
8.2
8.2

As an experienced AI developer with a passion for enabling businesses to thrive through efficient systems, I am the ideal candidate for your project. Not only have I successfully built several Direct Sales portals like Debrok in the past, but I also possess a diverse skill set encompassing AI Development, Web Development and Design, that can bring your project to life in a comprehensive manner. What sets me apart is not just the ability to code, but also my commitment to understand your unique business requirements and goals before even typing a single line of code. This is evident through the fact that clients choose me for my product-first thinking and business-focused solutions, two aspects essential for the successful execution of your project. Additionally, I always prioritize building scalable and maintainable platforms that provide long-term value to my clients. In relation to Debrok, this means dedicating significant attention towards the AI voice and chat qualification that will be central to your operation. I don't just see this as coding a feature but rather as building a system capable of handling real-life conversations and generating structured lead summaries that enable actionable next steps between buyers and developers. Overall, I believe that my technical skills combined with my dedication to your business' success make me the right fit for Debrok
$3,000 USD in 20 days
7.6
7.6

⭐⭐⭐⭐⭐ Build an AI-Powered Sales Platform for Property Developers ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project details and see you're looking for an AI-powered sales platform for property developers. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects in this field. I will create three user-friendly portals: Buyer, Developer, and Admin, along with a robust property data engine. Our AI will engage buyers, qualify leads, and provide ongoing support throughout the sales process. ➡️ Why Me? I can easily develop your AI-powered platform as I have 5 years of experience in building web applications and AI systems. My expertise includes database management, AI integration, and user interface design. Additionally, I have a strong grip on cloud hosting and API development, ensuring a seamless experience for all users. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ Web Development ✅ AI Integration ✅ Database Management ✅ User Interface Design ✅ API Development ✅ Project Management ✅ Cloud Hosting ✅ Data Analysis ✅ Voice and Chat Systems ✅ Reporting and Analytics ✅ Lead Management ✅ Payment Systems Waiting for your response! Best Regards, Zohaib
$3,400 USD in 2 days
7.9
7.9

Hello, Yes, we can help you with this project. I have few questions related to your project specification. Lets discuss over chat. Our specialty:- Angular, React, Nodejs, WordPress, PHP, Laravel, CodeIgniter, CakePHP, MySQL, Mongodb, PostgreSQL, Mobile App for IOS and Android, HTML5, Bootstrap, JavaScript, etc... Why choose us: 1. Over 130 projects & 5 out of 5 star rating 2. No bad review yet 3. Most importantly 39% repeat hire rate [It's hard to find that kind of percentage here in freelancer] Thank you Liza
$4,000 USD in 27 days
7.8
7.8

Hi, I can help you with "Advance AI Direct Sales Platform Development (based in Dubai, UAE)" 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: "Good work delievered thank you for your patience" Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.
$3,000 USD in 59 days
7.5
7.5

Hello, I can build Debrok as a complete AI-powered property sales platform with separate Buyer, Developer, and Admin portals. I understand the key requirement is not just a property marketplace, but an AI sales layer that works with live developer inventory, qualifies buyers in Arabic and English, records/transcribes conversations, creates structured lead summaries, and passes qualified leads to the developer's sales team. I can also implement the independent post-handoff follow-up, deal-status tracking, escalation logic, developer reporting, anonymised benchmarking, and the monthly/2% commission billing model with admin controls. For the technical approach, I would recommend a scalable Node.js backend with PostgreSQL, a modern web frontend, and an LLM/RAG approach where the AI retrieves current property and unit data from the structured database instead of relying on static knowledge. For voice, I would evaluate a production voice-AI provider based on Arabic/English quality, latency, recording/transcription support, and per-minute cost. Hosting can be on AWS or another scalable cloud environment. I can provide the complete source code, API, database, AI workflows, portals, billing system, testing, deployment, and documentation. PLEASE INITIATE CHAT SO I CAN SHARE MY RELEVANT AI, SaaS AND MARKETPLACE PROJECTS. Best Regards, Nikita Gupta
$3,000 USD in 45 days
7.1
7.1

Hi there, I noticed that you're looking to develop an AI-powered direct sales platform for real estate developers, including essential features like buyer qualification and a comprehensive reporting engine. My experience with PHP and API development aligns well with your need for a robust property data engine and AI integration to handle voice and chat qualification in Arabic and English. I can propose a phased delivery plan to build the three portals, ensuring smooth handoffs of qualified leads to the developer's team with necessary follow-ups and scalable billing functions. I suggest a technical stack optimized for performance and ease of integration with voice AI vendors to facilitate the AI capabilities you're seeking. Please let me know if you have any specific preferences or additional features in mind. Regards, Ali
$3,000 USD in 20 days
6.5
6.5

With my solid experience and skills in AI Chatbot Development, API Development, and AI Development, I am confident that I can create an advanced AI-powered direct sales platform like Debrok perfectly tailored to your requirements. Having built scalable backend systems and user-friendly interfaces for data visualization and control as a part of my Web dashboards and admin panels expertise, the three portals (Buyer, Developer, and Admin) you're envisioning will be designed impeccably. Moreover, my proficiency in cloud backend architecture ensures the robustness and scalability of the platform. With this skillset, I will be able to build a fast and reliable property data engine for you to manage project details effortlessly. The seamless integration of AI voice and chat qualification is at the core of this project, and it's an arena I've spent years specializing in. Lastly, as a developer who values clean architecture, scalability, and production-readiness, I will ensure not only the successful delivery but also the future-proofability of your platform. This means you'll have a rock-solid system that is capable of handling significant volumes of data at ease overtime. I am committed to providing top-notch technical architecture planning including stack choice & hosting suggestions. Let us discuss your project further; together we can transform your vision for Debrok into a reality!
$5,000 USD in 45 days
6.6
6.6

As a Full-Stack Developer with extensive experience in web and mobile app development, I am confident that I am the best fit for your AI-powered direct sales platform project. My proficiency in Python, Node.js, PHP/Laravel, JavaScript, React, Vue.js, among others, ensures that I can meet all your requirements - from building comprehensive portals to developing a highly intuitive Property data engine and AI voice and chat qualification system. Not only can I design a platform that structures property data and leverages AI to close deals efficiently and independently, but also create tailored solutions for your other essential functionalities like handoffs, post-handoff follow-up, developer reporting , billings and more. Moreover, my skills in database management and cloud solutions make me the right choice for handling the complex billing system you require. My meticulousness will be on display as I'll provide detailed periodic reports covering leads, conversion and commission statements and regional benchmarking ensuring each developer knows where they stand on the platform.
$3,000 USD in 1 day
6.6
6.6

Drawing on my extensive experience as a Senior Software Engineer over the past six years, I'm confident that I can bring real value to your project. My technical proficiency encompasses several key technologies relevant to your project, from NestJs and Laravel to HTML and PHP. This varied skill set ensures that whatever the needs of the platform - be it developing three different portals or implementing a comprehensive property data engine - I can provide a polished and cohesive solution. Finally, let me assure you that availability for ongoing support if crucial to me. Debrok isn't simply going to be a software package for you; it embodies substantial potential for growth and enhanced sales for developers in the UAE. I will not only guarantee effective implementation but also provide recommendations for optimizing effectiveness and cost-efficiency as well as ongoing support and maintenance as we progress. Cuisine is tasteless without salt; equally so, software projects are rendered obsolete without-responsive assistance along the way – something I strive earnestly to provide.
$4,000 USD in 5 days
6.4
6.4

Getting qualified real estate leads in Dubai is tough when brokers control the flow, and it gets even harder to track every conversation and deal without losing potential buyers. Sifting through unstructured data, juggling multiple teams, and following up manually costs time and leaves money on the table. With a unified direct sales platform where AI qualifies buyers in Arabic and English, hands off warm leads to your team, and keeps tracking every deal, you finally get full visibility on conversion and commission. No more missed follow-ups or unclear performance. We start by shaping three seamless portals for buyers, developers, and admins. Then we build your property data engine so every AI conversation is accurate and live. Finally, we set up automated lead handoff, follow-up, and reporting tailored for your needs. Which aspect of the platform is most urgent for your team right now?
$3,930 USD in 7 days
6.3
6.3

The current challenge is building an AI-driven direct sales platform tailored for property developers. The goal is to establish a seamless system that connects developers directly with buyers while efficiently managing lead qualification and follow-ups through artificial intelligence. To address this, I propose creating three distinct portals for Buyers, Developers, and Admin, coupled with an efficient property data engine. It is crucial to implement robust AI voice and chat capabilities for real-time lead qualification and follow-ups. Given the nature of the leads, it's vital that the platform can manage interactions in both Arabic and English. The implementation plan would follow these steps: 1. Develop the structural foundation for the three portals. 2. Build the property data engine for real-time querying. 3. Integrate AI capabilities for voice and chat interactions. 4. Establish lead handoff procedures between the AI and sales teams. 5. Implement reporting features for developer insights. 6. Create the billing engine with flat fee and commission options. 7. Complete the Admin portal for comprehensive platform management. What languages and frameworks do you prefer for the development process, particularly for the AI components? As a next step, I encourage discussing these points further to refine the solutions to meet your needs.
$5,000 USD in 30 days
6.0
6.0

Hello! I see you're looking to develop Debrok, an AI-driven direct sales platform for property developers in Dubai. Your main goal seems to be creating a seamless and intelligent interface that enhances direct sales processes through AI integration, which is an exciting challenge. With over 10 years of experience, I specialize in both front and backend development, including PHP, AI integration, and building responsive web solutions. I’m particularly drawn to your project because I understand the intricacies of real estate platforms and the importance of user experience in driving sales. I can leverage my skills in AI and web development to create a robust platform that meets your needs. I’d love to hear more about your vision for Debrok and how you see the AI components enhancing the user experience. Looking forward to discussing this further! Clarification Questions: 1. What specific features do you envision for the AI capabilities, such as chatbots or voice agents? 2. Are there any existing platforms or competitors you want to model Debrok after or differentiate from? 3. What are your thoughts on the integration of third-party APIs, and do you have any in mind?
$4,500 USD in 26 days
6.6
6.6

Hi, I understand you're looking to develop Debrok, an AI-powered direct sales platform specifically for property developers in the UAE. This platform aims to provide a direct-to-buyer sales channel, complementing existing broker networks by using AI for lead qualification and tracking. One of the main challenges in this project will be integrating the AI component to accurately qualify leads and ensure seamless handover to the sales team. My approach would involve an initial assessment to identify key data points for AI training, prioritizing system stability and scalability. Ensuring smooth API integrations with existing CRM systems will also be crucial for effective lead tracking and management. I have extensive experience with PHP and API development, having previously worked on similar AI-driven sales platforms that required robust backend solutions and real-time data processing. Q1 – What specific CRM systems do you currently use, and are there existing APIs for integration? Q2 – Could you provide more details on the AI algorithms you plan to use for lead qualification? Q3 – Are there any specific compliance or data security standards that need to be adhered to? Looking forward to hearing from you.
$3,000 USD in 7 days
5.8
5.8

Dubai, United Arab Emirates
Member since Apr 9, 2016
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