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I’m gearing up to build an AI-powered product and need a seasoned AI solutions architect—someone who has already taken large-language-model systems from whiteboard sketches to live, reliable services. Before any code is written, I want to validate the idea, choose the right technologies, and map out a production-ready path for an MVP. Here’s what I expect from our engagement: • A concise feasibility assessment that highlights risks, data requirements, and quick wins. • A high-level and component-level architecture diagram showing how LLMs, retrieval pipelines, and a scalable cloud backbone fit together. • Clear recommendations on model selection (open-source vs. proprietary), vector databases, orchestration frameworks, and supporting services. • An infrastructure plan covering security, compliance, monitoring, and cost management. • A phased roadmap that takes the project from proof-of-concept through MVP to full production deployment, with milestones and acceptance criteria I can share with investors. I value practical, battle-tested advice—case studies or metrics from past projects are welcome. If you’ve designed and deployed generative AI or retrieval-augmented systems at scale and can package that knowledge into an actionable blueprint, let’s talk.
Project ID: 40537333
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104 freelancers are bidding on average $426 USD for this job

Hi, there. I have carefully reviewed the project requirements for AI solutions architect and generative AI consultant for new product strategy and technical roadmap. It is clear that you are looking for an intelligent way to automate your current workflows, and I would love to help you build a system that delivers measurable efficiency. My team and I specialize in AI automation and chatbot development that helps businesses in United States handle repetitive tasks without losing the human touch your customers expect. We focus on building stable, secure workflows using Graphic Design, User Interface / IA, AI Development, AI Consulting that integrate seamlessly with your existing platforms to reduce manual workload and improve response times. Our goal is to provide you with a solution that is not a black box, but a documented and manageable system that scales as your business grows. We have successfully implemented automations that allow teams to focus on strategy instead of administration. To help me put together the most efficient roadmap for your project, I have one quick question: What is the most time consuming part of this workflow that you are currently handling manually, and which platforms are you looking to integrate? Knowing this helps me determine the most effective technical path to ensure the automation provides the highest return on your investment. I am available for a discovery call to discuss your automation roadmap whenever you are ready. Best regards Kausar and the Team
$350 USD in 3 days
8.4
8.4

With over a decade of experience in AI solutions architecture and generative AI, I understand your need for a seasoned professional to guide your new product strategy and technical roadmap. As someone who has successfully built and scaled high-complexity systems, such as serving over 1 million users on Telegram Mini Apps, I am well-equipped to tackle the challenges of taking your AI-powered product from concept to reality. My strategic insight for your project is to prioritize a thorough feasibility assessment to identify risks, data requirements, and quick wins early on in the process. Drawing from my experience in developing and deploying AI solutions at scale, I am confident in my ability to provide you with actionable recommendations and a detailed roadmap that aligns with your project goals. I encourage you to reach out to discuss how we can collaborate to bring your AI product to life. Let's connect to dive deeper into your project requirements and chart a successful path forward.
$600 USD in 20 days
8.0
8.0

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Graphic Design, CAD/CAM, UML Design, User Interface / IA, Risk Assessment, AI Consulting, Generative AI, AI Model Development, Large Language Models (LLMs), AI Development Lets connect in chat so that We discuss further. Regards
$590 USD in 7 days
7.4
7.4

Greetings, It sounds like you’re on an exciting journey to develop an AI-powered product and need a reliable roadmap to guide you through the process. My approach would involve starting with a thorough feasibility assessment to pinpoint risks and identify quick wins. From there, I would create both high-level and component-level architecture diagrams to illustrate how different technologies, like LLMs and cloud infrastructure, can work together effectively. I have extensive experience in selecting the right models and technologies, and I can provide clear recommendations on everything from data requirements to security measures. Additionally, I can outline a phased roadmap that will take your project from concept to a production-ready MVP, complete with milestones to share with your investors. Looking forward to collaborating on this innovative venture. Best regards, Saba Ehsan
$550 USD in 3 days
7.3
7.3

Hello, I can help validate your AI product idea and create a production-ready architecture before development starts. Deliverables: • Feasibility assessment (risks, data needs, MVP opportunities) • AI architecture diagrams (LLMs, RAG, vector DB, cloud infrastructure) • Technology recommendations (OpenAI, Claude, Llama, LangGraph, Pinecone/Qdrant, AWS/Azure/GCP) • Security, compliance, monitoring, and cost strategy • Phased roadmap from PoC → MVP → Production with timelines and milestones My experience includes AI agents, RAG systems, workflow automation, enterprise AI platforms, and scalable cloud deployments. I focus on practical, investor-ready solutions that minimize risk and accelerate time-to-market. Available to start immediately.
$250 USD in 7 days
7.0
7.0

Hi I can help validate your AI product idea and turn it into a production-ready MVP blueprint before any development begins. The main technical challenge is choosing an architecture that balances LLM accuracy, retrieval quality, scalability, security, and cost without over-engineering the first version. I would solve this by preparing a feasibility assessment, risk review, data requirement map, and practical architecture covering LLM services, RAG pipelines, vector databases, orchestration, APIs, cloud infrastructure, monitoring, and governance. I have strong experience with OpenAI, Anthropic, open-source LLMs, LangChain, LlamaIndex, Pinecone, Weaviate, pgvector, AWS, GCP, Azure, Docker, Kubernetes, and production-grade RAG systems. I can compare proprietary and open-source model options based on latency, cost, privacy, accuracy, and deployment constraints, then recommend the most practical stack for your MVP. I can also define component-level diagrams, security controls, compliance considerations, observability, evaluation metrics, and investor-ready acceptance criteria. My goal is to provide a clear technical blueprint that helps you reduce risk, validate the idea, and move confidently from concept to MVP and production. Thanks, Hercules
$500 USD in 7 days
6.5
6.5

Hi, I’m a multidisciplinary engineer focused on design + analysis, delivering production ready CAD and simulation-backed solutions. I work across mechanical and architectural scopes, with clear drawings, practical detailing, and fast communication. Feel free to check my profile for similar projects ,happy to review your scope and suggest the best next steps. G. Zaralı
$500 USD in 7 days
6.1
6.1

Understanding: you’re building an AI-powered product and need an experienced AI solutions architect to validate the idea, pick technologies, and chart a production-ready MVP. I can deliver a practical blueprint rooted in real-world deployments. Feasibility assessment highlighting risks, data requirements, and quick wins. Architecture: both high-level and component-level diagrams showing how LLMs, retrieval pipelines, and a scalable cloud backbone fit together. Recommendations: model selection (open-source vs proprietary), vector databases, orchestration frameworks, and supporting services. Infrastructure: security, compliance, monitoring, cost management. Roadmap: phased plan from PoC to MVP to production with milestones and investor-ready acceptance criteria. Deliverables: - Feasibility report; architecture diagrams (PDF/PNG); technology brief; infra and security plan; phased roadmap with milestones and acceptance criteria. Approach highlights: - User Interface / IA considerations to ensure prompts, results, and retrieval outputs are intuitive. - Large Language Models (LLMs) deployment strategy aligned with MVP goals. - Risk Assessment covering data privacy, model bias, operational risk, and governance. Portfolio reference: https://www.freelancer.com/u/zarminagull189 Budget: To be defined. Timeline: 4-6 weeks for PoC plan and MVP roadmap. Let’s turn this concept into an investor-ready blueprint.
$550 USD in 7 days
5.8
5.8

Building an AI-powered product sounds like an exciting challenge. With around 10 years of experience in AI development and LLM integration, I can help you shape your product strategy and technical roadmap effectively. I noticed you're looking for a seasoned AI solutions architect, and I have a strong background in generative AI and risk assessment, which will be essential to your project's success. Your main goal seems to be creating a solid foundation for your new AI product, and I can guide you through that process. Some similar things I've built: a regional tutoring portal using LLMs, an internal tool for automating client interactions, and a generative AI model for content creation. Let’s connect and discuss your vision further. Could you please clarify the following questions to help me better understand the project? Q1: What specific features or functionalities do you envision for the AI-powered product? Q2: Are there any constraints on technology choices or preferred stacks for the development? Q3: How do you plan to measure the success of the AI solutions once implemented?
$500 USD in 6 days
5.9
5.9

Greetings! I will provide AI solutions architecture for your product. I will deliver feasibility assessment, high level and component level architecture diagrams, model selection recommendations, infrastructure plan, and phased roadmap from POC to production. I have LLM and RAG system deployment experience. Send your product concept and requirements. Thanks, Revival
$250 USD in 7 days
5.9
5.9

Hi, I’d love to help you turn your generative AI idea into a reliable, scalable product. With experience designing and deploying large-language-model systems at scale, I can provide a thorough feasibility assessment highlighting potential risks and quick wins. I’ll develop a high-level architecture diagram showing how LLMs, retrieval pipelines, and cloud infrastructure integrate, along with detailed recommendations on model choices, vector databases, and orchestration frameworks. My approach includes an infrastructure plan covering security, compliance, monitoring, and cost management to ensure a smooth transition from proof-of-concept to MVP and full deployment. I also craft phased roadmaps with clear milestones and acceptance criteria, ideal for investor presentations. I’ve worked on generative AI projects that involve retrieval-augmented systems, delivering practical blueprints backed by metrics and case studies. My goal is to give you actionable advice grounded in real-world experience. Best, Justin
$500 USD in 7 days
5.6
5.6

The useful part here is turning the product idea into something an engineer can actually price and build. For this kind of package I would focus less on broad strategy language and more on the decisions that stop a RAG/LLM product from getting expensive, vague, or hard to ship. I would map the product goal into a concrete MVP architecture: data sources, ingestion flow, chunking/indexing approach, model options, orchestration layer, cloud layout, security boundaries, and the bits that should stay out of the first version. I would also call out where the assumptions are weak, because that is what investors and developers will ask about first. For $638 over 3 days, I would deliver one strategy package: feasibility and risk assessment, recommended LLM/RAG/cloud architecture with diagrams, model/vector/orchestration recommendations, infrastructure and security notes, rough cost controls, acceptance criteria, and a phased MVP to production roadmap with investor-friendly milestones. Quick check before I start: is this for an internal product you already understand well, or are you also using the package to validate the market story with investors?
$638 USD in 3 days
5.5
5.5

Having extensive expertise in both AI development and project architecture, I am confident that I can meet your needs for an AI Solutions Architect and generative AI consultant. Over my 13+ year career, I have developed refined web automation and data extraction systems using Python, honing a deep understanding of complexity and scalable infrastructure - just like what you're seeking for your AI-powered product. Additionally, I bring significant experience not only developing technical solutions but leveraging them to build business cases and present these to investors. This skill set is quintessential in creating the phased roadmap you require for Proof-of-Concept to full production deployment, dovetailed with essential milestones and acceptance criteria. To encapsulate, not only do I propose to design you a concise feasibility assessment and demonstrate how LLMs work with retrieval pipelines through a scalable cloud backbone but also provide you with recommendations on model selection (open-source vs proprietary), vector databases as well as architectural clarity on orchestration frameworks and supporting services. Put essencially, my core passion is delivering high-performance, scalable cutting-edge solutions for clients' needs. Let's start making that happen today!
$250 USD in 1 day
5.2
5.2

As an AI solutions architect at Web Crest, I have successfully spearheaded the design and development of sophisticated, reliable, and AI-powered systems, and I firmly believe my experience is an ideal fit for your project. My work has taken me from conceptualizing on whiteboards to delivering production-ready MVPs. I am confident in delivering services that will encompass all your expectations - feasibility assessment, architecture diagramming, model recommendations, infrastructure plan, and a phased roadmap. My CV speaks to the tangible successes I've achieved as a seasoned development professional over the years with multiple firms. Most notably, clients have retained my services for my ability to combine technical expertise with a business-focused approach - leveraging technologies like OpenAI, web & mobile applications - and tailor my solutions according to their specific needs. A particular strength of mine is my ability to offer scalable and maintainable solutions. For your project specifically, this means a carefully considered approach to technologies such as LLMs, retrieval pipelines, infrastructure models etc., that allows for ongoing growth while ensuring operational ease and stability. Additionally, I'm well versed in security protocols, which covers compliance requirements for your project. Let's talk more about how we can turn your ideas into successful realities with my bespoke consultancy service at Web Crest!
$300 USD in 5 days
5.0
5.0

Hi There, I understand you are gearing up to develop an AI-powered product and need an AI solutions architect to navigate the complexities of taking large-language-model systems from concept to reliable services. My experience aligns perfectly with your requirements, ensuring a seamless transition from idea to execution. I am Abdul Haseeb Siddiqui, with over 6 years of expertise in AI Development, User Interface Design, and Risk Assessment, specializing in the deployment of generative AI systems and large language models. In my previous projects, I have successfully created feasibility assessments, high-level architecture diagrams, and phased roadmaps, ensuring security and compliance while managing costs effectively. I can provide practical, battle-tested insights along with case studies to enhance your project's credibility. Portfolio: https://www.freelancer.com/u/haseebsidd07 I look forward to discussing how I can contribute to your project’s success. Thank you, Regards, Abdul Haseeb Siddiqui
$250 USD in 7 days
5.1
5.1

Respected This is Adeel from the UK. I have expert skills in Logo Design, Graphic Design, Illustrator, and Photoshop. I have completed more than 300+ projects with 98% client satisfaction. I can provide excellent options with unlimited revisions as per your requirement just in 2 days. As I am new on Freelancer, I am providing my services at very affordable rates. Can we please discuss the project "AI solutions architect and generative AI consultant for new product strategy and technical roadmap" in detail over chat? Thank you for considering my proposal. Sincerely, Adeel
$250 USD in 3 days
5.5
5.5

hi, i have worked on similar ai systems using llms, retrieval pipelines and scalable cloud setups, and i can help you shape a clear mvp plan. i will start with a simple feasibility review, then design a clean architecture showing how the model, vector database, and backend services will work together. i will also recommend the right stack based on cost, speed and scalability, and give you a phased roadmap from prototype to production with clear milestones. can we schedule a quick meeting to discuss the idea in detail. it will help me understand your goals better and give you a clear technical plan and timeline. i will also share my portfolio during the chat. mughira
$500 USD in 7 days
5.0
5.0

Greetings, I'm a full stack developer with 10+ years of experience, I can help validate your AI product and design a production-ready architecture, covering LLM selection, RAG pipelines, vector databases, cloud infrastructure, security, and a practical roadmap from MVP to scale. My focus is on building reliable, cost-effective AI systems with clear technical documentation and actionable recommendations that support both engineering execution and investor discussions. Why work with me? ★ Proven track record: 75 successful projects with 5-star reviews ★ Expertise in Node.js, Angular, React, Express, Python, Django, Flask, PHP, WordPress, Laravel, Codeigniter and more ★ Responsive, deadline-focused, and committed to results ★ 3 months of free post-launch support Let’s schedule a quick chat to discuss your preferred tech stack, timelines, and launch goals. I’m confident I can bring your vision to life. Best regards, Samar H.
$300 USD in 7 days
4.5
4.5

⭐⭐⭐⭐⭐ Build Your AI-Powered Product with an Experienced Solutions Architect ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and noticed you're looking for an AI solutions architect. You have no need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects focused on AI architecture. I will help validate your idea, select the right technologies, and create a clear path for your MVP. ➡️ Why Me? I can easily do your AI architecture project as I have 5 years of experience in designing AI solutions, specializing in large language models, feasibility assessments, and infrastructure planning. My expertise includes data analysis, cloud architecture, and system design. I also have a strong grip on other relevant technologies, ensuring a comprehensive approach to your project. ➡️ Let's have a quick chat to discuss your project in detail. I can provide samples of my previous work and show you how I can turn your ideas into reality. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ AI Solutions Design ✅ Large Language Models ✅ Feasibility Assessments ✅ Architecture Diagrams ✅ Cloud Infrastructure ✅ Security Compliance ✅ Cost Management ✅ Data Requirements ✅ Roadmap Development ✅ Model Selection ✅ Vector Databases ✅ Orchestration Frameworks Waiting for your response! Best Regards, Zohaib
$350 USD in 2 days
5.6
5.6

Hello, this is the kind of early-stage AI product definition work where architecture decisions matter more than model demos, and I’ve built several production systems around RAG, document intelligence, and cloud-backed LLM services. The real engineering risk is usually not model selection by itself, but whether retrieval, ingestion, and evaluation are designed early enough to keep the MVP reliable once real users and real data show up. The closest reference is DocIntel AI, where I designed an end-to-end retrieval-augmented system with document ingestion, embeddings, source-grounded answers, and a production backend. Dent-Cloud is also relevant from the standpoint of phased SaaS architecture, service separation, and production planning on AWS. I usually structure this kind of engagement in layers: feasibility and data assumptions first, then component architecture, then the production roadmap. I’d recommend separating ingestion, retrieval, and response generation so model changes do not force a full platform redesign. For reliability, I typically define grounding checks, confidence thresholds, evaluation criteria, and refresh rules for the knowledge layer before MVP scope is locked. That prevents a polished demo from turning into a brittle product. If useful, I can start by sketching the retrieval pipeline and component architecture for the MVP. Relevant project references: DocIntel AI and Dent-Cloud. Clifton
$500 USD in 7 days
4.6
4.6

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